From 1f71848f9d7e64d38eb43263fa53083aa3e25b6d Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Sat, 8 Feb 2025 21:21:48 -0800 Subject: [PATCH 01/30] testing git --- scraper.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scraper.py b/scraper.py index ab544291ce..a62fa5d22c 100644 --- a/scraper.py +++ b/scraper.py @@ -1,6 +1,6 @@ import re from urllib.parse import urlparse - +#hello def scraper(url, resp): links = extract_next_links(url, resp) return [link for link in links if is_valid(link)] From f0ab030a4a8f1c57f6ca2ad3e691c9e7fab04abe Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Sun, 9 Feb 2025 15:43:22 -0800 Subject: [PATCH 02/30] Get url and defrag, check for domain in isValid --- PartA.py | 69 ++++++++++++++++++++++++++++++++++++++++++++++++ PartB.py | 50 +++++++++++++++++++++++++++++++++++ config.ini | 2 +- scraper.py | 77 ++++++++++++++++++++++++++++++++++++++++++++++++++---- 4 files changed, 192 insertions(+), 6 deletions(-) create mode 100644 PartA.py create mode 100644 PartB.py diff --git a/PartA.py b/PartA.py new file mode 100644 index 0000000000..19ecd38911 --- /dev/null +++ b/PartA.py @@ -0,0 +1,69 @@ +import sys +import re + + + +""" +Python's .lower() method runs in linear time relative to the size of input as it must check/transform each character. +re.findall also runs in linear time, as it must compare each character. +.extend() runs in linear time for each element must be appended. +The for loop simply runs through each line in the file, so in relation to the number of +characters in a file, this function runs in O(n) linear time. +""" +def tokenize(file_name): + token_list = [] + with open(file_name, 'r') as file: + # read line by line to save memory + for line in file: + content = line.lower() + # get only alphanumeric characters + token_list.extend(re.findall(r"[0-9a-zA-Z]+", content)) + return token_list + + + +""" +To iterate through each token in the input list takes linear time, and each +operation performed within the loop can be done in constant time, so the +function runs in O(n) linear time. +""" +def computeWordFrequencies(token_list): + # empty dict + token_frequencies = {} + # if dict does not contain token, add it. else, increment value. + for token in token_list: + if token not in token_frequencies: + token_frequencies[token] = 1 + else: + token_frequencies[token] += 1 + return token_frequencies + + + +""" +Online resources have stated that the sorted() method runs in O(nlogn) time. +The for-loop runs in linear time as each operation within it takes constant time. +The time complexity of the function is O(nlogn). +""" +def printFrequencies(frequencies): + # sort the dict items first by value (frequency) in descending order, then alphabetically + freq_list = sorted(frequencies.items(), key=lambda x: (-x[1], x[0])) + for token, freq in freq_list: + print(f"{token} - {freq}") + + +""" +Since the O(nlogn) time complexity of printFrequencies() dominates the +complexities of the rest of the functions called, this +main function funs in O(nlogn) time. +""" +def main(): + filename = sys.argv[1] + token_list = tokenize(filename) + token_freq = computeWordFrequencies(token_list) + printFrequencies(token_freq) + + + +if __name__ == '__main__': + main() diff --git a/PartB.py b/PartB.py new file mode 100644 index 0000000000..78cfe45c64 --- /dev/null +++ b/PartB.py @@ -0,0 +1,50 @@ +import PartA as A +import sys + + + +""" +The python sorting algorithn takes O(nlogn) time for each list. +The while loop runs in linear time relative to the size +of the shorter token list, and each operation done within +the loop is done in constant time. +So, O(nlogn) dominates the time complexity of this funciton. +""" +def common_tokens(token_list1, token_list2): + # use a set to avoid duplicates + common = set() + # sort the lists in place to increase efficiency + token_list1.sort() + token_list2.sort() + i = 0 + j = 0 + #iterate until one of the lists runs out --> no more common tokens + while i < len(token_list1) and j < len(token_list2): + # increment the index that points to the smaller value + if token_list1[i] < token_list2[j]: + i += 1 + elif token_list2[j] < token_list1[i]: + j += 1 + # values are equal, add the value to the set + else: + common.add(token_list1[i]) + i,j = i+1, j+1 + return len(common) + + + +""" +tokenize() from part A runs in linear O(n) time, so O(nlogn) from common_tokens() +dominates the time complexity of the main function. +""" +def main(): + file_name1 = sys.argv[1] + file_name2 = sys.argv[2] + token_list1 = A.tokenize(file_name1) + token_list2 = A.tokenize(file_name2) + print(common_tokens(token_list1, token_list2)) + + + +if __name__ == '__main__': + main() diff --git a/config.ini b/config.ini index f9eadeeb0c..d70c770af9 100644 --- a/config.ini +++ b/config.ini @@ -1,6 +1,6 @@ [IDENTIFICATION] # Set your user agent string here. -USERAGENT = DEFAULT AGENT +USERAGENT = IR UW25 93481481 [CONNECTION] HOST = styx.ics.uci.edu diff --git a/scraper.py b/scraper.py index a62fa5d22c..6a3426e50e 100644 --- a/scraper.py +++ b/scraper.py @@ -1,11 +1,67 @@ import re -from urllib.parse import urlparse -#hello +from urllib.parse import urlparse, urldefrag +from bs4 import BeautifulSoup +import PartA as A +import PartB as B +# import lxml +""" +*.ics.uci.edu/* +User-agent: * +Disallow: /people +Disallow: /happening + +*.cs.uci.edu/* +User-agent: * +Disallow: /people +Disallow: /happening + +*.informatics.uci.edu/* +Disallow: /wp-admin/ +Allow: /wp-admin/admin-ajax.php +Allow: /research/labs-centers/ +Allow: /research/areas-of-expertise/ +Allow: /research/example-research-projects/ +Allow: /research/phd-research/ +Allow: /research/past-dissertations/ +Allow: /research/masters-research/ +Allow: /research/undergraduate-research/ +Allow: /research/gifts-grants/ +Disallow: /research/ + +*.stat.uci.edu/* +User-agent: * +Disallow: /wp-admin/ +Allow: /wp-admin/admin-ajax.php + +Sitemap: https://www.stat.uci.edu/wp-sitemap.xml + + + Implement the scraper function in scraper.py. The scraper function receives a URL +and corresponding Web response (for example, the first one will be +"http://www.ics.uci.edu" and the Web response will contain the page itself). +Your task is to parse the Web response, extract enough information from the page +(if it's a valid page) so as to be able to answer the questions for the report, +and finally, return the list of URLs "scrapped" from that page. Some important notes: + +Make sure to return only URLs that are within the domains and paths mentioned above! (see is_valid function in scraper.py -- you need to change it) +Make sure to defragment the URLs, i.e. remove the fragment part. +You can use whatever libraries make your life easier to parse things. Optional dependencies you might want to look at: BeautifulSoup, lxml (nudge, nudge, wink, wink!) +Optionally, in the scraper function, you can also save the URL and the web page on your local disk. +""" + +ALLOWED_DOMAINS = [ + r'.*\.ics\.uci\.edu', + r'.*\.cs\.uci\.edu', + r'.*\.informatics\.uci\.edu', + r'.*\.stat\.uci\.edu' +] + def scraper(url, resp): links = extract_next_links(url, resp) return [link for link in links if is_valid(link)] def extract_next_links(url, resp): + result = [] # Implementation required. # url: the URL that was used to get the page # resp.url: the actual url of the page @@ -15,17 +71,23 @@ def extract_next_links(url, resp): # resp.raw_response.url: the url, again # resp.raw_response.content: the content of the page! # Return a list with the hyperlinks (as strings) scrapped from resp.raw_response.content - return list() + html_doc = resp.raw_response.content + soup = BeautifulSoup(html_doc, "lxml") + for link in soup.find_all('a'): + result.append(urldefrag(link.get('href'))[0]) + return result def is_valid(url): # Decide whether to crawl this url or not. # If you decide to crawl it, return True; otherwise return False. # There are already some conditions that return False. try: + parsed = urlparse(url) if parsed.scheme not in set(["http", "https"]): + print(f"{url} NOT VALID") return False - return not re.match( + if any(re.match(pattern, parsed.netloc.lower()) for pattern in ALLOWED_DOMAINS) and not re.match( r".*\.(css|js|bmp|gif|jpe?g|ico" + r"|png|tiff?|mid|mp2|mp3|mp4" + r"|wav|avi|mov|mpeg|ram|m4v|mkv|ogg|ogv|pdf" @@ -33,7 +95,12 @@ def is_valid(url): + r"|data|dat|exe|bz2|tar|msi|bin|7z|psd|dmg|iso" + r"|epub|dll|cnf|tgz|sha1" + r"|thmx|mso|arff|rtf|jar|csv" - + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower()) + + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower()): + print(f"{url} IS VALID") + return True + else: + print(f"{url} NOT VALID") + return False except TypeError: print ("TypeError for ", parsed) From 84120a16f578d2635bbfae56f5f55f092f418b8f Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Sun, 9 Feb 2025 20:09:25 -0800 Subject: [PATCH 03/30] process_info in progress --- PartA.py | 69 ----------------------------- PartB.py | 50 --------------------- report.txt | 1 + scraper.py | 128 +++++++++++++++++++++++++++++++++++++---------------- 4 files changed, 90 insertions(+), 158 deletions(-) delete mode 100644 PartA.py delete mode 100644 PartB.py create mode 100644 report.txt diff --git a/PartA.py b/PartA.py deleted file mode 100644 index 19ecd38911..0000000000 --- a/PartA.py +++ /dev/null @@ -1,69 +0,0 @@ -import sys -import re - - - -""" -Python's .lower() method runs in linear time relative to the size of input as it must check/transform each character. -re.findall also runs in linear time, as it must compare each character. -.extend() runs in linear time for each element must be appended. -The for loop simply runs through each line in the file, so in relation to the number of -characters in a file, this function runs in O(n) linear time. -""" -def tokenize(file_name): - token_list = [] - with open(file_name, 'r') as file: - # read line by line to save memory - for line in file: - content = line.lower() - # get only alphanumeric characters - token_list.extend(re.findall(r"[0-9a-zA-Z]+", content)) - return token_list - - - -""" -To iterate through each token in the input list takes linear time, and each -operation performed within the loop can be done in constant time, so the -function runs in O(n) linear time. -""" -def computeWordFrequencies(token_list): - # empty dict - token_frequencies = {} - # if dict does not contain token, add it. else, increment value. - for token in token_list: - if token not in token_frequencies: - token_frequencies[token] = 1 - else: - token_frequencies[token] += 1 - return token_frequencies - - - -""" -Online resources have stated that the sorted() method runs in O(nlogn) time. -The for-loop runs in linear time as each operation within it takes constant time. -The time complexity of the function is O(nlogn). -""" -def printFrequencies(frequencies): - # sort the dict items first by value (frequency) in descending order, then alphabetically - freq_list = sorted(frequencies.items(), key=lambda x: (-x[1], x[0])) - for token, freq in freq_list: - print(f"{token} - {freq}") - - -""" -Since the O(nlogn) time complexity of printFrequencies() dominates the -complexities of the rest of the functions called, this -main function funs in O(nlogn) time. -""" -def main(): - filename = sys.argv[1] - token_list = tokenize(filename) - token_freq = computeWordFrequencies(token_list) - printFrequencies(token_freq) - - - -if __name__ == '__main__': - main() diff --git a/PartB.py b/PartB.py deleted file mode 100644 index 78cfe45c64..0000000000 --- a/PartB.py +++ /dev/null @@ -1,50 +0,0 @@ -import PartA as A -import sys - - - -""" -The python sorting algorithn takes O(nlogn) time for each list. -The while loop runs in linear time relative to the size -of the shorter token list, and each operation done within -the loop is done in constant time. -So, O(nlogn) dominates the time complexity of this funciton. -""" -def common_tokens(token_list1, token_list2): - # use a set to avoid duplicates - common = set() - # sort the lists in place to increase efficiency - token_list1.sort() - token_list2.sort() - i = 0 - j = 0 - #iterate until one of the lists runs out --> no more common tokens - while i < len(token_list1) and j < len(token_list2): - # increment the index that points to the smaller value - if token_list1[i] < token_list2[j]: - i += 1 - elif token_list2[j] < token_list1[i]: - j += 1 - # values are equal, add the value to the set - else: - common.add(token_list1[i]) - i,j = i+1, j+1 - return len(common) - - - -""" -tokenize() from part A runs in linear O(n) time, so O(nlogn) from common_tokens() -dominates the time complexity of the main function. -""" -def main(): - file_name1 = sys.argv[1] - file_name2 = sys.argv[2] - token_list1 = A.tokenize(file_name1) - token_list2 = A.tokenize(file_name2) - print(common_tokens(token_list1, token_list2)) - - - -if __name__ == '__main__': - main() diff --git a/report.txt b/report.txt new file mode 100644 index 0000000000..d06dce84b0 --- /dev/null +++ b/report.txt @@ -0,0 +1 @@ +https://twitter.com/wicsuci NOT VALID \ No newline at end of file diff --git a/scraper.py b/scraper.py index 6a3426e50e..143f14e8a6 100644 --- a/scraper.py +++ b/scraper.py @@ -3,38 +3,15 @@ from bs4 import BeautifulSoup import PartA as A import PartB as B -# import lxml -""" -*.ics.uci.edu/* -User-agent: * -Disallow: /people -Disallow: /happening - -*.cs.uci.edu/* -User-agent: * -Disallow: /people -Disallow: /happening - -*.informatics.uci.edu/* -Disallow: /wp-admin/ -Allow: /wp-admin/admin-ajax.php -Allow: /research/labs-centers/ -Allow: /research/areas-of-expertise/ -Allow: /research/example-research-projects/ -Allow: /research/phd-research/ -Allow: /research/past-dissertations/ -Allow: /research/masters-research/ -Allow: /research/undergraduate-research/ -Allow: /research/gifts-grants/ -Disallow: /research/ - -*.stat.uci.edu/* -User-agent: * -Disallow: /wp-admin/ -Allow: /wp-admin/admin-ajax.php - -Sitemap: https://www.stat.uci.edu/wp-sitemap.xml +#TODO: relative --> absolute urls +#TODO: traps? no url twice +#TODO: get words & freqeuncies +#TODO: subdomains for ics.uci.edu +#TODO: do we want pdfs, .doc? + + +""" Implement the scraper function in scraper.py. The scraper function receives a URL and corresponding Web response (for example, the first one will be @@ -56,12 +33,29 @@ r'.*\.stat\.uci\.edu' ] + def scraper(url, resp): links = extract_next_links(url, resp) - return [link for link in links if is_valid(link)] + unique_count = 0 + valid_links = [link for link in links if is_valid(link)] + + return valid_links + +def update_subdomains(sub_dict, parsed): + # assuming each parsed that comes in is unique + domain = parsed.netloc.lower() + if isinstance(domain, bytes): + domain = domain.decode('utf-8') + if re.match(r'.*\.ics\.uci\.edu', domain): + if domain in sub_dict: + sub_dict[domain] += 1 + else: + sub_dict[domain] = 1 def extract_next_links(url, resp): result = [] + # keys are the subdomains, values are number of unique pages + ics_subdomains = {} # Implementation required. # url: the URL that was used to get the page # resp.url: the actual url of the page @@ -71,12 +65,65 @@ def extract_next_links(url, resp): # resp.raw_response.url: the url, again # resp.raw_response.content: the content of the page! # Return a list with the hyperlinks (as strings) scrapped from resp.raw_response.content - html_doc = resp.raw_response.content - soup = BeautifulSoup(html_doc, "lxml") - for link in soup.find_all('a'): - result.append(urldefrag(link.get('href'))[0]) + if resp.status == 200 or resp.status >= 300: + if resp.raw_response: + html_doc = resp.raw_response.content + # making sure the doc has data/content + if len(html_doc) > 0: + soup = BeautifulSoup(html_doc, "lxml") + + for link in soup.find_all('a'): + href = link.get('href') + parsed = urlparse(href) + hyper = urldefrag(href)[0] + # make sure don't get the same link twice from one page + if hyper not in result: + result.append(hyper) + update_subdomains(ics_subdomains, parsed) + process_info(clean_text, hyper) + + with open('report.txt', 'w') as report: + for sub in ics_subdomains: + report.write(f"{sub}, {ics_subdomains[sub]}") return result +def tokenize(file_name): + token_list = [] + with open(file_name, 'r') as file: + # read line by line to save memory + for line in file: + content = line.lower() + # get only alphanumeric characters + token_list.extend(re.findall(r"[0-9a-zA-Z]+", content)) + return token_list + +def computeWordFrequencies(token_list): + # empty dict + token_frequencies = {} + # if dict does not contain token, add it. else, increment value. + for token in token_list: + if token not in token_frequencies: + token_frequencies[token] = 1 + else: + token_frequencies[token] += 1 + return token_frequencies + +def process_info(url, resp): + url_dict = {} + if resp.raw_response: + html_doc = resp.raw_response.content + # making sure the doc has data/content + if len(html_doc) > 0: + soup = BeautifulSoup(html_doc, "lxml") + soup_text = soup.get_text() + clean_text = re.sub(r'\s+','', soup_text) + + + with open('words.txt', 'w') as words: + words.write(clean_text) + tokens = tokenize('words.txt') + word_frequencies = computeWordFrequencies(tokens) + def is_valid(url): # Decide whether to crawl this url or not. # If you decide to crawl it, return True; otherwise return False. @@ -85,7 +132,8 @@ def is_valid(url): parsed = urlparse(url) if parsed.scheme not in set(["http", "https"]): - print(f"{url} NOT VALID") + with open('report.txt', 'w') as report: + report.write(f"{url} NOT VALID") return False if any(re.match(pattern, parsed.netloc.lower()) for pattern in ALLOWED_DOMAINS) and not re.match( r".*\.(css|js|bmp|gif|jpe?g|ico" @@ -96,10 +144,12 @@ def is_valid(url): + r"|epub|dll|cnf|tgz|sha1" + r"|thmx|mso|arff|rtf|jar|csv" + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower()): - print(f"{url} IS VALID") + with open('report.txt', 'w') as report: + report.write(f"{url} IS VALID") return True else: - print(f"{url} NOT VALID") + with open('report.txt', 'w') as report: + report.write(f"{url} NOT VALID") return False except TypeError: From c04bbeb35cff8430488a971f554f4f260ebf971a Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Mon, 10 Feb 2025 17:11:14 -0800 Subject: [PATCH 04/30] add condition in extract_next_link --- scraper.py | 17 ++++++++--------- 1 file changed, 8 insertions(+), 9 deletions(-) diff --git a/scraper.py b/scraper.py index 6a3426e50e..56a44a229e 100644 --- a/scraper.py +++ b/scraper.py @@ -1,9 +1,7 @@ import re from urllib.parse import urlparse, urldefrag from bs4 import BeautifulSoup -import PartA as A -import PartB as B -# import lxml + """ *.ics.uci.edu/* User-agent: * @@ -61,7 +59,7 @@ def scraper(url, resp): return [link for link in links if is_valid(link)] def extract_next_links(url, resp): - result = [] + result = set() # Implementation required. # url: the URL that was used to get the page # resp.url: the actual url of the page @@ -71,11 +69,12 @@ def extract_next_links(url, resp): # resp.raw_response.url: the url, again # resp.raw_response.content: the content of the page! # Return a list with the hyperlinks (as strings) scrapped from resp.raw_response.content - html_doc = resp.raw_response.content - soup = BeautifulSoup(html_doc, "lxml") - for link in soup.find_all('a'): - result.append(urldefrag(link.get('href'))[0]) - return result + if (resp.status == 200 or (resp.status >= 300 and resp.status < 400)) and resp.raw_response: + html_doc = resp.raw_response.content + soup = BeautifulSoup(html_doc, "lxml") + for link in soup.find_all('a'): + result.add(urldefrag(link.get('href'))[0]) + return list(result) def is_valid(url): # Decide whether to crawl this url or not. From a28912c78cefc197de4aa969ae347dc4479957f9 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Mon, 10 Feb 2025 18:51:04 -0800 Subject: [PATCH 05/30] make relative to absolute paths --- scraper.py | 45 +++++++++++---------------------------------- 1 file changed, 11 insertions(+), 34 deletions(-) diff --git a/scraper.py b/scraper.py index 56a44a229e..6e0a3ff72b 100644 --- a/scraper.py +++ b/scraper.py @@ -1,39 +1,8 @@ import re -from urllib.parse import urlparse, urldefrag +from urllib.parse import urlparse, urldefrag, urljoin from bs4 import BeautifulSoup """ -*.ics.uci.edu/* -User-agent: * -Disallow: /people -Disallow: /happening - -*.cs.uci.edu/* -User-agent: * -Disallow: /people -Disallow: /happening - -*.informatics.uci.edu/* -Disallow: /wp-admin/ -Allow: /wp-admin/admin-ajax.php -Allow: /research/labs-centers/ -Allow: /research/areas-of-expertise/ -Allow: /research/example-research-projects/ -Allow: /research/phd-research/ -Allow: /research/past-dissertations/ -Allow: /research/masters-research/ -Allow: /research/undergraduate-research/ -Allow: /research/gifts-grants/ -Disallow: /research/ - -*.stat.uci.edu/* -User-agent: * -Disallow: /wp-admin/ -Allow: /wp-admin/admin-ajax.php - -Sitemap: https://www.stat.uci.edu/wp-sitemap.xml - - Implement the scraper function in scraper.py. The scraper function receives a URL and corresponding Web response (for example, the first one will be "http://www.ics.uci.edu" and the Web response will contain the page itself). @@ -58,6 +27,11 @@ def scraper(url, resp): links = extract_next_links(url, resp) return [link for link in links if is_valid(link)] + +""" +source for absolute path resolution : https://blog.finxter.com/scraping-the-absolute-url-of-instead-of-the-relative-path-using-beautifulsoup/ + +""" def extract_next_links(url, resp): result = set() # Implementation required. @@ -72,8 +46,11 @@ def extract_next_links(url, resp): if (resp.status == 200 or (resp.status >= 300 and resp.status < 400)) and resp.raw_response: html_doc = resp.raw_response.content soup = BeautifulSoup(html_doc, "lxml") - for link in soup.find_all('a'): - result.add(urldefrag(link.get('href'))[0]) + for a in soup.find_all('a'): + href = a.get('href') + # resolve relative to absolute url + abs_url = urljoin(url, href) + result.add(urldefrag(abs_url)[0]) return list(result) def is_valid(url): From 1d0aedbe892cc30dc33585c9bc24439bdae8a722 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Mon, 10 Feb 2025 19:20:52 -0800 Subject: [PATCH 06/30] make sure there's content, avoid the robots.txt disallowed paths --- scraper.py | 41 ++++++++++++++++++++++++++++------------- 1 file changed, 28 insertions(+), 13 deletions(-) diff --git a/scraper.py b/scraper.py index 6e0a3ff72b..8616b0ecc7 100644 --- a/scraper.py +++ b/scraper.py @@ -45,12 +45,14 @@ def extract_next_links(url, resp): # Return a list with the hyperlinks (as strings) scrapped from resp.raw_response.content if (resp.status == 200 or (resp.status >= 300 and resp.status < 400)) and resp.raw_response: html_doc = resp.raw_response.content - soup = BeautifulSoup(html_doc, "lxml") - for a in soup.find_all('a'): - href = a.get('href') - # resolve relative to absolute url - abs_url = urljoin(url, href) - result.add(urldefrag(abs_url)[0]) + # make sure page has content + if len(html_doc) > 0: + soup = BeautifulSoup(html_doc, "lxml") + for a in soup.find_all('a'): + href = a.get('href') + # resolve relative to absolute url + abs_url = urljoin(url, href) + result.add(urldefrag(abs_url)[0]) return list(result) def is_valid(url): @@ -60,10 +62,12 @@ def is_valid(url): try: parsed = urlparse(url) + domain = parsed.netloc.lower() + path = parsed.path.lower() if parsed.scheme not in set(["http", "https"]): - print(f"{url} NOT VALID") + print(f"{url} bad scheme NOT VALID") return False - if any(re.match(pattern, parsed.netloc.lower()) for pattern in ALLOWED_DOMAINS) and not re.match( + if not (any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS) and not re.match( r".*\.(css|js|bmp|gif|jpe?g|ico" + r"|png|tiff?|mid|mp2|mp3|mp4" + r"|wav|avi|mov|mpeg|ram|m4v|mkv|ogg|ogv|pdf" @@ -71,12 +75,23 @@ def is_valid(url): + r"|data|dat|exe|bz2|tar|msi|bin|7z|psd|dmg|iso" + r"|epub|dll|cnf|tgz|sha1" + r"|thmx|mso|arff|rtf|jar|csv" - + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower()): - print(f"{url} IS VALID") - return True - else: - print(f"{url} NOT VALID") + + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower())): + print(f'{url} has bad extension NOT VALID') return False + # /people and /happening not allowed from robots.txt + if any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS[0,1]) and re.match(r'^/(?:people|happening)', path): + print(f'{url} contains happening or people NOT VALID') + return False + # /wp-admin/ disallowed for stat.uci.edu + if re.match(ALLOWED_DOMAINS[3], domain) and re.match(r'^/wp-admin/', path): + print(f'{url} wp-admin disallowed NOT VALID') + return False + if re.match(ALLOWED_DOMAINS[2], domain) and re.match(r'^/(?:wp-admin|research)/', path): + print(f'{url} wp-admin or research disallowed NOT VALID') + return False + + return True + except TypeError: print ("TypeError for ", parsed) From aa0ffaf4a06a20cf3b51997cbb415f5e689040d4 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Mon, 10 Feb 2025 19:21:58 -0800 Subject: [PATCH 07/30] fixed typo --- scraper.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scraper.py b/scraper.py index 8616b0ecc7..2df71f29bf 100644 --- a/scraper.py +++ b/scraper.py @@ -79,7 +79,7 @@ def is_valid(url): print(f'{url} has bad extension NOT VALID') return False # /people and /happening not allowed from robots.txt - if any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS[0,1]) and re.match(r'^/(?:people|happening)', path): + if any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS[0:1]) and re.match(r'^/(?:people|happening)', path): print(f'{url} contains happening or people NOT VALID') return False # /wp-admin/ disallowed for stat.uci.edu From 17496cf6946c5f81d90842ba0ccef0dae8c64061 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Mon, 10 Feb 2025 19:27:44 -0800 Subject: [PATCH 08/30] add calendar check --- scraper.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/scraper.py b/scraper.py index 2df71f29bf..38d03c9100 100644 --- a/scraper.py +++ b/scraper.py @@ -64,6 +64,7 @@ def is_valid(url): parsed = urlparse(url) domain = parsed.netloc.lower() path = parsed.path.lower() + query = parsed.query.lower() if parsed.scheme not in set(["http", "https"]): print(f"{url} bad scheme NOT VALID") return False @@ -78,6 +79,9 @@ def is_valid(url): + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower())): print(f'{url} has bad extension NOT VALID') return False + if re.search(r"\d{4}-\d{2}-\d{2}", path) or re.search(r"date=\d{4}-\d{2}-\d{2}", query): # calendar pages + print(f'{url} contains calendar NOT VALID') + return False # /people and /happening not allowed from robots.txt if any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS[0:1]) and re.match(r'^/(?:people|happening)', path): print(f'{url} contains happening or people NOT VALID') From 394822d0e13c82b5a0dda6369c47991d6bad5b6c Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Mon, 10 Feb 2025 20:13:55 -0800 Subject: [PATCH 09/30] Added more conditions but still getting caught in trap (e.g. Nand/seminar/Nanda/seminar) --- scraper.py | 44 +++++++++++++++++++++++++++++++------------- 1 file changed, 31 insertions(+), 13 deletions(-) diff --git a/scraper.py b/scraper.py index 38d03c9100..9681e1805d 100644 --- a/scraper.py +++ b/scraper.py @@ -48,11 +48,12 @@ def extract_next_links(url, resp): # make sure page has content if len(html_doc) > 0: soup = BeautifulSoup(html_doc, "lxml") - for a in soup.find_all('a'): - href = a.get('href') - # resolve relative to absolute url - abs_url = urljoin(url, href) - result.add(urldefrag(abs_url)[0]) + text = soup.get_text() + if len(text) > 250: # TODO: what should be the threshold? if not enough text, skip it + for a in soup.find_all('a'): + href = a.get('href') + abs_url = urljoin(url, href) # resolve possible relative url to absolute url + result.add(urldefrag(abs_url)[0]) # defragment and add to result return list(result) def is_valid(url): @@ -66,9 +67,14 @@ def is_valid(url): path = parsed.path.lower() query = parsed.query.lower() if parsed.scheme not in set(["http", "https"]): - print(f"{url} bad scheme NOT VALID") + # print(f"{url} bad scheme NOT VALID") return False - if not (any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS) and not re.match( + + if not any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS): + # print(f"{url} bad domain NOT VALID") + return False + + if re.match( r".*\.(css|js|bmp|gif|jpe?g|ico" + r"|png|tiff?|mid|mp2|mp3|mp4" + r"|wav|avi|mov|mpeg|ram|m4v|mkv|ogg|ogv|pdf" @@ -76,22 +82,34 @@ def is_valid(url): + r"|data|dat|exe|bz2|tar|msi|bin|7z|psd|dmg|iso" + r"|epub|dll|cnf|tgz|sha1" + r"|thmx|mso|arff|rtf|jar|csv" - + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower())): - print(f'{url} has bad extension NOT VALID') + + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower()): + # print(f'{url} has bad extension NOT VALID') return False + if re.search(r"\d{4}-\d{2}-\d{2}", path) or re.search(r"date=\d{4}-\d{2}-\d{2}", query): # calendar pages - print(f'{url} contains calendar NOT VALID') + # print(f'{url} contains calendar NOT VALID') return False + + if "do=media" in query or "image=" in query or "do=diff" in query: # ignore media-related URLs and diff pages + # print(f'{url} is media NOT VALID') + return False + + if re.search(r"[?&]page=\d+", parsed.query): #ignore pagination links + return False + + if re.search(r"session|sid|track|utm_", parsed.query, re.IGNORECASE): # ignore tracking params + return False # /people and /happening not allowed from robots.txt if any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS[0:1]) and re.match(r'^/(?:people|happening)', path): - print(f'{url} contains happening or people NOT VALID') + # print(f'{url} contains happening or people NOT VALID') return False # /wp-admin/ disallowed for stat.uci.edu if re.match(ALLOWED_DOMAINS[3], domain) and re.match(r'^/wp-admin/', path): - print(f'{url} wp-admin disallowed NOT VALID') + # print(f'{url} wp-admin disallowed NOT VALID') return False + if re.match(ALLOWED_DOMAINS[2], domain) and re.match(r'^/(?:wp-admin|research)/', path): - print(f'{url} wp-admin or research disallowed NOT VALID') + # print(f'{url} wp-admin or research disallowed NOT VALID') return False return True From 8765899041b376348040bb95693729056bd9a5cd Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Mon, 10 Feb 2025 21:00:40 -0800 Subject: [PATCH 10/30] Still adding trap checks, this code has error --- scraper.py | 26 +++++++++++++++++++++++--- 1 file changed, 23 insertions(+), 3 deletions(-) diff --git a/scraper.py b/scraper.py index 9681e1805d..4e3fee898e 100644 --- a/scraper.py +++ b/scraper.py @@ -56,6 +56,24 @@ def extract_next_links(url, resp): result.add(urldefrag(abs_url)[0]) # defragment and add to result return list(result) + +def repeated_segments(path): + # Split the path into non-empty segments + segments = [seg for seg in path.split('/') if seg] + + # Check for excessive consecutive repetition + max_allowed_reps = 3 + current_rep = 1 # count current consecutive repetition + for i in range(1, len(segments)): + if segments[i] == segments[i - 1]: + current_rep += 1 + else: + current_rep = 1 # reset count if segment changes + if current_rep > max_allowed_reps: + return True + + return False + def is_valid(url): # Decide whether to crawl this url or not. # If you decide to crawl it, return True; otherwise return False. @@ -90,9 +108,8 @@ def is_valid(url): # print(f'{url} contains calendar NOT VALID') return False - if "do=media" in query or "image=" in query or "do=diff" in query: # ignore media-related URLs and diff pages - # print(f'{url} is media NOT VALID') - return False + if re.search(r"(tab_files=|do=media|image=|do=diff)", query): # media/dynamic/diff pages + return False if re.search(r"[?&]page=\d+", parsed.query): #ignore pagination links return False @@ -100,6 +117,9 @@ def is_valid(url): if re.search(r"session|sid|track|utm_", parsed.query, re.IGNORECASE): # ignore tracking params return False # /people and /happening not allowed from robots.txt + if repeated_segments(path): + return False + if any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS[0:1]) and re.match(r'^/(?:people|happening)', path): # print(f'{url} contains happening or people NOT VALID') return False From 798e8b851213923f451b6d534d774550b1690867 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Tue, 11 Feb 2025 12:59:17 -0800 Subject: [PATCH 11/30] Tried fixing repeated_segments and added Rishika's processing functions. Not tested bc server is down. --- PartA.py | 69 ------------------ PartB.py | 50 ------------- launch.py | 3 + scraper.py | 209 +++++++++++++++++++++++++++++++++++++++++++++-------- 4 files changed, 183 insertions(+), 148 deletions(-) delete mode 100644 PartA.py delete mode 100644 PartB.py diff --git a/PartA.py b/PartA.py deleted file mode 100644 index 19ecd38911..0000000000 --- a/PartA.py +++ /dev/null @@ -1,69 +0,0 @@ -import sys -import re - - - -""" -Python's .lower() method runs in linear time relative to the size of input as it must check/transform each character. -re.findall also runs in linear time, as it must compare each character. -.extend() runs in linear time for each element must be appended. -The for loop simply runs through each line in the file, so in relation to the number of -characters in a file, this function runs in O(n) linear time. -""" -def tokenize(file_name): - token_list = [] - with open(file_name, 'r') as file: - # read line by line to save memory - for line in file: - content = line.lower() - # get only alphanumeric characters - token_list.extend(re.findall(r"[0-9a-zA-Z]+", content)) - return token_list - - - -""" -To iterate through each token in the input list takes linear time, and each -operation performed within the loop can be done in constant time, so the -function runs in O(n) linear time. -""" -def computeWordFrequencies(token_list): - # empty dict - token_frequencies = {} - # if dict does not contain token, add it. else, increment value. - for token in token_list: - if token not in token_frequencies: - token_frequencies[token] = 1 - else: - token_frequencies[token] += 1 - return token_frequencies - - - -""" -Online resources have stated that the sorted() method runs in O(nlogn) time. -The for-loop runs in linear time as each operation within it takes constant time. -The time complexity of the function is O(nlogn). -""" -def printFrequencies(frequencies): - # sort the dict items first by value (frequency) in descending order, then alphabetically - freq_list = sorted(frequencies.items(), key=lambda x: (-x[1], x[0])) - for token, freq in freq_list: - print(f"{token} - {freq}") - - -""" -Since the O(nlogn) time complexity of printFrequencies() dominates the -complexities of the rest of the functions called, this -main function funs in O(nlogn) time. -""" -def main(): - filename = sys.argv[1] - token_list = tokenize(filename) - token_freq = computeWordFrequencies(token_list) - printFrequencies(token_freq) - - - -if __name__ == '__main__': - main() diff --git a/PartB.py b/PartB.py deleted file mode 100644 index 78cfe45c64..0000000000 --- a/PartB.py +++ /dev/null @@ -1,50 +0,0 @@ -import PartA as A -import sys - - - -""" -The python sorting algorithn takes O(nlogn) time for each list. -The while loop runs in linear time relative to the size -of the shorter token list, and each operation done within -the loop is done in constant time. -So, O(nlogn) dominates the time complexity of this funciton. -""" -def common_tokens(token_list1, token_list2): - # use a set to avoid duplicates - common = set() - # sort the lists in place to increase efficiency - token_list1.sort() - token_list2.sort() - i = 0 - j = 0 - #iterate until one of the lists runs out --> no more common tokens - while i < len(token_list1) and j < len(token_list2): - # increment the index that points to the smaller value - if token_list1[i] < token_list2[j]: - i += 1 - elif token_list2[j] < token_list1[i]: - j += 1 - # values are equal, add the value to the set - else: - common.add(token_list1[i]) - i,j = i+1, j+1 - return len(common) - - - -""" -tokenize() from part A runs in linear O(n) time, so O(nlogn) from common_tokens() -dominates the time complexity of the main function. -""" -def main(): - file_name1 = sys.argv[1] - file_name2 = sys.argv[2] - token_list1 = A.tokenize(file_name1) - token_list2 = A.tokenize(file_name2) - print(common_tokens(token_list1, token_list2)) - - - -if __name__ == '__main__': - main() diff --git a/launch.py b/launch.py index 8d170edccc..c1b73bc029 100644 --- a/launch.py +++ b/launch.py @@ -4,6 +4,7 @@ from utils.server_registration import get_cache_server from utils.config import Config from crawler import Crawler +from scraper import write_final_output def main(config_file, restart): @@ -14,6 +15,8 @@ def main(config_file, restart): crawler = Crawler(config, restart) crawler.start() + write_final_output() + if __name__ == "__main__": parser = ArgumentParser() diff --git a/scraper.py b/scraper.py index 4e3fee898e..1b1e4f265b 100644 --- a/scraper.py +++ b/scraper.py @@ -3,17 +3,13 @@ from bs4 import BeautifulSoup """ - Implement the scraper function in scraper.py. The scraper function receives a URL -and corresponding Web response (for example, the first one will be -"http://www.ics.uci.edu" and the Web response will contain the page itself). -Your task is to parse the Web response, extract enough information from the page -(if it's a valid page) so as to be able to answer the questions for the report, -and finally, return the list of URLs "scrapped" from that page. Some important notes: - -Make sure to return only URLs that are within the domains and paths mentioned above! (see is_valid function in scraper.py -- you need to change it) -Make sure to defragment the URLs, i.e. remove the fragment part. -You can use whatever libraries make your life easier to parse things. Optional dependencies you might want to look at: BeautifulSoup, lxml (nudge, nudge, wink, wink!) -Optionally, in the scraper function, you can also save the URL and the web page on your local disk. +How many unique pages did you find? Uniqueness for the purposes of this assignment is ONLY established by the URL, but discarding the fragment part. So, for example, http://www.ics.uci.edu#aaa and http://www.ics.uci.edu#bbb are the same URL. Even if you implement additional methods for textual similarity detection, please keep considering the above definition of unique pages for the purposes of counting the unique pages in this assignment. +What is the longest page in terms of the number of words? (HTML markup doesn’t count as words) +What are the 50 most common words in the entire set of pages crawled under these domains ? (Ignore English stop words, which can be found, for example, hereLinks to an external site.) Submit the list of common words ordered by frequency. +How many subdomains did you find in the ics.uci.edu domain? Submit the list of subdomains ordered alphabetically and the number of unique pages detected in each subdomain. The content of this list should be lines containing URL, number, for example: +http://vision.ics.uci.edu, 10 (not the actual number here) + + """ ALLOWED_DOMAINS = [ @@ -23,9 +19,44 @@ r'.*\.stat\.uci\.edu' ] +url_dict = {} # key: url , value: dict of words with counts + +url_word_count_dict = {} # key: url, value is # of words in it + +all_word_dict = {} # key is word, count is value + +subdomain_dict = {} # key: subdomain , value: set of unique urls within it + +stopwords = [ + "a", "about", "above", "after", "again", "against", "all", "am", "an", "and", "any", "are", "aren't", + "as", "at", "be", "because", "been", "before", "being", "below", "between", "both", "but", "by", + "can't", "cannot", "could", "couldn't", "did", "didn't", "do", "does", "doesn't", "doing", "don't", + "down", "during", "each", "few", "for", "from", "further", "had", "hadn't", "has", "hasn't", "have", + "haven't", "having", "he", "he'd", "he'll", "he's", "her", "here", "here's", "hers", "herself", + "him", "himself", "his", "how", "how's", "i", "i'd", "i'll", "i'm", "i've", "if", "in", "into", + "is", "isn't", "it", "it's", "its", "itself", "let's", "me", "more", "most", "mustn't", "my", + "myself", "no", "nor", "not", "of", "off", "on", "once", "only", "or", "other", "ought", "our", + "ours", "ourselves", "out", "over", "own", "same", "shan't", "she", "she'd", "she'll", "she's", + "should", "shouldn't", "so", "some", "such", "than", "that", "that's", "the", "their", "theirs", + "them", "themselves", "then", "there", "there's", "these", "they", "they'd", "they'll", "they're", + "they've", "this", "those", "through", "to", "too", "under", "until", "up", "very", "was", "wasn't", + "we", "we'd", "we'll", "we're", "we've", "were", "weren't", "what", "what's", "when", "when's", + "where", "where's", "which", "while", "who", "who's", "whom", "why", "why's", "with", "won't", + "would", "wouldn't", "you", "you'd", "you'll", "you're", "you've", "your", "yours", "yourself", + "yourselves" +] + + def scraper(url, resp): links = extract_next_links(url, resp) - return [link for link in links if is_valid(link)] + valid_links = set() + for link in links: + if is_valid(link): + valid_links.add(link) + if is_valid(url): + process_info(url, resp) + + return list(valid_links) """ @@ -56,23 +87,142 @@ def extract_next_links(url, resp): result.add(urldefrag(abs_url)[0]) # defragment and add to result return list(result) +def tokenize(file_name): + token_list = [] + with open(file_name, 'r') as file: + # read line by line to save memory + for line in file: + content = line.lower() + # get only alphanumeric characters + token_list.extend(re.findall(r"[0-9a-zA-Z]+", content)) + return token_list + +def computeWordFrequencies(token_list): + # empty dict + token_frequencies = {} + # if dict does not contain token, add it. else, increment value. + for token in token_list: + if token not in token_frequencies: + token_frequencies[token] = 1 + else: + token_frequencies[token] += 1 + return token_frequencies + +def process_info(url, resp): + + #STRIP these just to be safe + + clean_url = urldefrag(resp.url)[0].strip() # the unique url w/o the fragement + + parsed = urlparse(clean_url) # Parse the URL + url_subdomain = parsed.netloc.lower().strip() # the subdomain.domain + + + if resp.raw_response: + try: + soup = BeautifulSoup(resp.raw_response.content, "lxml") + text = soup.get_text() # Removes all HTML tags, scripts, etc. + + # Clean text: Remove multiple spaces, newlines, and special characters + clean_text = re.sub(r'\s+', ' ', text).strip() + + with open("content.txt", "w") as file: + file.write(clean_text) + except Exception as e: + print(f"Error saving content from {url} to file...") + + + + # TOKENIZING + token_list = tokenize("content.txt") + word_count_dict = computeWordFrequencies(token_list) + + # ADD to url_dict + if clean_url not in url_dict.keys(): + url_dict[clean_url] = word_count_dict + + url_word_count_dict[clean_url] = sum(url_dict[clean_url].values()) # sum of words in that unique url + + for key, val in word_count_dict.items(): # adds words to an all word dict to maintain sum of all words + if key in all_word_dict.keys(): + all_word_dict[key] = all_word_dict[key] + val + else: + all_word_dict[key] = val + + + # HANDLING SUBDOMAIN PART + subdomain_parts = url_subdomain.split('.') + if len(subdomain_parts) > 3: # https://vision.ics.uci.edu/about + main_domain = ".".join(subdomain_parts[-3:]) # Last three parts (ics.uci.edu) + # subdomain = ".".join(subdomain_parts[:-3]) # the part except (ics.uci.edu) --> vision + + if main_domain == "ics.uci.edu": + # add url to dict set + if url_subdomain not in subdomain_dict: + subdomain_dict[url_subdomain] = set() + subdomain_dict[url_subdomain].add(clean_url) + + + +def write_final_output(): + + try: + with open("finaloutput.txt", "w") as outputfile: + outputfile.write(f"Answer 1: \n") + outputfile.write(f"Number of unique pages: {len(url_dict)}\n\n") + + sorted__url_word_count_dict = dict(sorted(url_word_count_dict.items(), key=lambda item: item[1], reverse=True)) + longest_page = next(iter(sorted__url_word_count_dict), None) + words_in_longest_page = sorted__url_word_count_dict.get(longest_page, 0) + + #longest_page = list(sorted__url_word_count_dict.keys())[0] + #words_in_longest_page = list(sorted__url_word_count_dict.values())[0] + + outputfile.write(f"Answer 2: \n") + outputfile.write(f"Longest page: {longest_page} with {words_in_longest_page} words\n\n") + + + filtered_all_word_dict = {k: v for k, v in all_word_dict.items() if k not in stopwords} + sorted_all_word_dict = dict(sorted(filtered_all_word_dict.items(), key=lambda item: item[1], reverse=True)) + first_50_words = list(sorted_all_word_dict.items())[:50] + + outputfile.write(f"Answer 3: \n") + outputfile.write("List of 50 most common words:\n") + for word, count in first_50_words: + outputfile.write(f"{word}: {count}\n") + outputfile.write("\n") + + unique_subdomain_count = len(subdomain_dict) + + outputfile.write(f"Answer 4: \n") + outputfile.write(f"Number of subdomains found within ics.uci.edu: {unique_subdomain_count}\n") + outputfile.write(f"Subdomains with count of unique pages within each: \n") + + for key, val in subdomain_dict.items(): + count = len(val) + outputfile.write(f"{key}: {count}\n") + + + except Exception as e: + print(e) + def repeated_segments(path): - # Split the path into non-empty segments - segments = [seg for seg in path.split('/') if seg] - - # Check for excessive consecutive repetition - max_allowed_reps = 3 - current_rep = 1 # count current consecutive repetition - for i in range(1, len(segments)): - if segments[i] == segments[i - 1]: - current_rep += 1 - else: - current_rep = 1 # reset count if segment changes - if current_rep > max_allowed_reps: + # Split the path into non-empty segments + segments = [seg for seg in path.split('/') if seg] + + n = len(segments) + # Try different group lengths from min_group_length (2) up to half the segments + for group_len in range(2, n // 2 + 1): + # Slide a window over the segments list + for i in range(n - 2 * group_len + 1): + group = segments[i:i+group_len] + next_group = segments[i+group_len:i+2*group_len] + if group == next_group: + print(f"Found repeated group {group} in segments: {segments}") return True + return False - return False def is_valid(url): # Decide whether to crawl this url or not. @@ -82,8 +232,9 @@ def is_valid(url): parsed = urlparse(url) domain = parsed.netloc.lower() - path = parsed.path.lower() - query = parsed.query.lower() + path = parsed.path + query = parsed.query + if parsed.scheme not in set(["http", "https"]): # print(f"{url} bad scheme NOT VALID") return False @@ -116,10 +267,10 @@ def is_valid(url): if re.search(r"session|sid|track|utm_", parsed.query, re.IGNORECASE): # ignore tracking params return False - # /people and /happening not allowed from robots.txt + if repeated_segments(path): return False - + # /people and /happening not allowed from robots.txt if any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS[0:1]) and re.match(r'^/(?:people|happening)', path): # print(f'{url} contains happening or people NOT VALID') return False From c098d764ceaf745c8bfdbec723b1050dbf819abd Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Tue, 11 Feb 2025 14:21:58 -0800 Subject: [PATCH 12/30] Added robot.txt disallow filter for is_valid, no sitemap yet, not tested bc server down. --- scraper.py | 45 +++++++++++++++++++++++++++++++++------------ 1 file changed, 33 insertions(+), 12 deletions(-) diff --git a/scraper.py b/scraper.py index 1b1e4f265b..30e825e7ed 100644 --- a/scraper.py +++ b/scraper.py @@ -1,5 +1,6 @@ import re from urllib.parse import urlparse, urldefrag, urljoin +from urllib.robotparser import RobotFileParser from bs4 import BeautifulSoup """ @@ -11,6 +12,15 @@ """ +RFP = RobotFileParser() +USER_AGENT = "IR UW25 93481481" + +ROBOT_FILES = [ + "https://www.ics.uci.edu/robots.txt", + "https://www.cs.uci.edu/robots.txt", + "https://www.informatics.uci.edu/robots.txt", + "https://www.stat.uci.edu/robots.txt" +] ALLOWED_DOMAINS = [ r'.*\.ics\.uci\.edu', @@ -87,6 +97,7 @@ def extract_next_links(url, resp): result.add(urldefrag(abs_url)[0]) # defragment and add to result return list(result) +#TODO: update this, missed points def tokenize(file_name): token_list = [] with open(file_name, 'r') as file: @@ -97,6 +108,7 @@ def tokenize(file_name): token_list.extend(re.findall(r"[0-9a-zA-Z]+", content)) return token_list +#TODO: update this, missed points def computeWordFrequencies(token_list): # empty dict token_frequencies = {} @@ -108,6 +120,7 @@ def computeWordFrequencies(token_list): token_frequencies[token] += 1 return token_frequencies + def process_info(url, resp): #STRIP these just to be safe @@ -243,6 +256,26 @@ def is_valid(url): # print(f"{url} bad domain NOT VALID") return False + + # robot.txt filters + robot_file = None + if re.match(ALLOWED_DOMAINS[0], domain): + robot_file = ROBOT_FILES[0] + elif re.match(ALLOWED_DOMAINS[1], domain): + robot_file = ROBOT_FILES[1] + elif re.match(ALLOWED_DOMAINS[2], domain): + robot_file = ROBOT_FILES[2] + elif re.match(ALLOWED_DOMAINS[3], domain): + robot_file = ROBOT_FILES[3] + + RFP.set_url(robot_file) + RFP.read() + + if not RFP.can_fetch(USER_AGENT, url): + print(f"{url} DISALLOWED IN {robot_file}") + return False + + if re.match( r".*\.(css|js|bmp|gif|jpe?g|ico" + r"|png|tiff?|mid|mp2|mp3|mp4" @@ -270,18 +303,6 @@ def is_valid(url): if repeated_segments(path): return False - # /people and /happening not allowed from robots.txt - if any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS[0:1]) and re.match(r'^/(?:people|happening)', path): - # print(f'{url} contains happening or people NOT VALID') - return False - # /wp-admin/ disallowed for stat.uci.edu - if re.match(ALLOWED_DOMAINS[3], domain) and re.match(r'^/wp-admin/', path): - # print(f'{url} wp-admin disallowed NOT VALID') - return False - - if re.match(ALLOWED_DOMAINS[2], domain) and re.match(r'^/(?:wp-admin|research)/', path): - # print(f'{url} wp-admin or research disallowed NOT VALID') - return False return True From be96c39ed52f20a4c90ece0a187e0bdc7027bfc9 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Tue, 11 Feb 2025 20:53:08 -0800 Subject: [PATCH 13/30] Robot parser in progress --- content.txt | 1 + scraper.py | 70 ++++++++++++++++++++++++++++++++++++----------------- 2 files changed, 49 insertions(+), 22 deletions(-) create mode 100644 content.txt diff --git a/content.txt b/content.txt new file mode 100644 index 0000000000..90315bc23e --- /dev/null +++ b/content.txt @@ -0,0 +1 @@ +Sitemap [Support Wiki] skip to content [[Sitemap]] Support Wiki Trace: Show page Recent ChangesSitemapLog In Search Sitemap This is a sitemap over all available pages ordered by namespaces. accounts announce backups commands courses group support accounts archive backups bigfix contacts faqs google hardware icsdc imaging labs linux maintenance mdt miscellaneous networking open orders people policy projects runbooks security incidents twofactorauthentication services software solaris-omnios templates virtual_environments windows work-requests hardware miscellaneous network os policies projects requesttracker security services software virtual_environments wiki Bren School Computing Support Show pageOld revisions Media ManagerBack to top \ No newline at end of file diff --git a/scraper.py b/scraper.py index 30e825e7ed..fce790f9e6 100644 --- a/scraper.py +++ b/scraper.py @@ -3,6 +3,12 @@ from urllib.robotparser import RobotFileParser from bs4 import BeautifulSoup +# TODO: ASK discussion about the certificate error +# TODO: ASK detect and avoid crawling very large files, especially if they have low information value +# TODO: check for similarity & duplicates in extract_next_links +# TODO: webpage content similarity repetition over a certain amount of chained pages (the threshold definition is up to you! +# TODO: maybe have a prev variable & a similarity counter. compare current page vs prev page & if similarity is over 80?% don't crawl it. if similarity not over threshold, update prev to curr and curr to next + """ How many unique pages did you find? Uniqueness for the purposes of this assignment is ONLY established by the URL, but discarding the fragment part. So, for example, http://www.ics.uci.edu#aaa and http://www.ics.uci.edu#bbb are the same URL. Even if you implement additional methods for textual similarity detection, please keep considering the above definition of unique pages for the purposes of counting the unique pages in this assignment. What is the longest page in terms of the number of words? (HTML markup doesn’t count as words) @@ -12,16 +18,35 @@ """ -RFP = RobotFileParser() +ICS_RFP = RobotFileParser() +CS_RFP = RobotFileParser() +# INF_RFP = RobotFileParser() +STAT_RFP = RobotFileParser() +print("setting robot parser urls") +ICS_RFP.set_url("https://www.ics.uci.edu/robots.txt") +CS_RFP.set_url("https://www.cs.uci.edu/robots.txt") +# INF_RFP.set_url("https://www.informatics.uci.edu/robots.txt") +STAT_RFP.set_url("https://www.stat.uci.edu/robots.txt") +print("reading icd robot files") +ICS_RFP.read() +print("reading cs robot files") +CS_RFP.read() +# print("reading inf robot files") +# INF_RFP.read() +print("reading stat robot files") +STAT_RFP.read() + USER_AGENT = "IR UW25 93481481" ROBOT_FILES = [ - "https://www.ics.uci.edu/robots.txt", - "https://www.cs.uci.edu/robots.txt", - "https://www.informatics.uci.edu/robots.txt", - "https://www.stat.uci.edu/robots.txt" + "https://ics.uci.edu/robots.txt", + "https://cs.uci.edu/robots.txt", + "https://informatics.uci.edu/robots.txt", + "https://stat.uci.edu/robots.txt" ] + + ALLOWED_DOMAINS = [ r'.*\.ics\.uci\.edu', r'.*\.cs\.uci\.edu', @@ -242,38 +267,39 @@ def is_valid(url): # If you decide to crawl it, return True; otherwise return False. # There are already some conditions that return False. try: - + print(f"checking validity of {url}") parsed = urlparse(url) domain = parsed.netloc.lower() path = parsed.path query = parsed.query if parsed.scheme not in set(["http", "https"]): - # print(f"{url} bad scheme NOT VALID") + print(f"{url} bad scheme NOT VALID") return False if not any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS): - # print(f"{url} bad domain NOT VALID") + print(f"{url} bad domain NOT VALID") return False # robot.txt filters - robot_file = None if re.match(ALLOWED_DOMAINS[0], domain): - robot_file = ROBOT_FILES[0] + if not ICS_RFP.can_fetch(USER_AGENT, url): + print(f"{url} DISALLOWED IN robots") + return False elif re.match(ALLOWED_DOMAINS[1], domain): - robot_file = ROBOT_FILES[1] - elif re.match(ALLOWED_DOMAINS[2], domain): - robot_file = ROBOT_FILES[2] + if not CS_RFP.can_fetch(USER_AGENT, url): + print(f"{url} DISALLOWED IN robots") + return False + # elif re.match(ALLOWED_DOMAINS[2], domain): + # if not INF_RFP.can_fetch(USER_AGENT, url): + # print(f"{url} DISALLOWED IN robots") + # return False elif re.match(ALLOWED_DOMAINS[3], domain): - robot_file = ROBOT_FILES[3] + if not STAT_RFP.can_fetch(USER_AGENT, url): + print(f"{url} DISALLOWED IN robots") + return False - RFP.set_url(robot_file) - RFP.read() - - if not RFP.can_fetch(USER_AGENT, url): - print(f"{url} DISALLOWED IN {robot_file}") - return False if re.match( @@ -285,11 +311,11 @@ def is_valid(url): + r"|epub|dll|cnf|tgz|sha1" + r"|thmx|mso|arff|rtf|jar|csv" + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower()): - # print(f'{url} has bad extension NOT VALID') + print(f'{url} has bad extension NOT VALID') return False if re.search(r"\d{4}-\d{2}-\d{2}", path) or re.search(r"date=\d{4}-\d{2}-\d{2}", query): # calendar pages - # print(f'{url} contains calendar NOT VALID') + print(f'{url} contains calendar NOT VALID') return False if re.search(r"(tab_files=|do=media|image=|do=diff)", query): # media/dynamic/diff pages From 1afa0eb54325cd85c40890aa60172e5de1e82dc9 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Tue, 11 Feb 2025 21:35:50 -0800 Subject: [PATCH 14/30] Added content length check for large files. --- content.txt | 2 +- scraper.py | 19 ++++++++++++++----- 2 files changed, 15 insertions(+), 6 deletions(-) diff --git a/content.txt b/content.txt index 90315bc23e..73b3365115 100644 --- a/content.txt +++ b/content.txt @@ -1 +1 @@ -Sitemap [Support Wiki] skip to content [[Sitemap]] Support Wiki Trace: Show page Recent ChangesSitemapLog In Search Sitemap This is a sitemap over all available pages ordered by namespaces. accounts announce backups commands courses group support accounts archive backups bigfix contacts faqs google hardware icsdc imaging labs linux maintenance mdt miscellaneous networking open orders people policy projects runbooks security incidents twofactorauthentication services software solaris-omnios templates virtual_environments windows work-requests hardware miscellaneous network os policies projects requesttracker security services software virtual_environments wiki Bren School Computing Support Show pageOld revisions Media ManagerBack to top \ No newline at end of file +Tutorial 5: Building your own Projection-Based VR Display System (IEEE VR 2010) The tutorial will be held in IEEE VR in Waltham, MA on Sunday, March 21, 2010. Recent advances on auto-calibration of multi-projector displays on non-planar surfaces common in VR applications (like cylinders and piecewise planar caves) have made it possible for non-experts to think of building their own immersive VR displays. We believe that we are poised in that time when immersive VR displays can be released from their quarantined state in large labs/universities being maintained by a set of trained professional crew. Today it is possible to use available software and techniques to venture building a high-quality immersive display system that is neither expensive nor difficult to maintain. This tutorial will presents an overview of automated geometric and color registration techniques to build multi-projector displays with special emphasis on techniques that allow shapes common to immersive VR displays (like cylinders or CAVEs), inexpensive commodity devices, stereo setups, moving user(s) and dynamic scenes. The goal of this tutorial is to impart sufficient information that the audience can build their own immersive VR displays, and expose the audience to potential research topics in such display design. Course Topics 1. Challenges in building a projection-based VR system 2. Geometric Registration on simple planar shapes 3. Color Registration 4. Geometric Registration on complex non-planar shapes 5. Handling Stereo, Dynamic users and scenes 6. Towards the future Course Material The course material consists of the 90 page manual which will be made available before the presentation. The course slides will be made available after the presentation. \ No newline at end of file diff --git a/scraper.py b/scraper.py index fce790f9e6..d24e0a87cf 100644 --- a/scraper.py +++ b/scraper.py @@ -3,8 +3,7 @@ from urllib.robotparser import RobotFileParser from bs4 import BeautifulSoup -# TODO: ASK discussion about the certificate error -# TODO: ASK detect and avoid crawling very large files, especially if they have low information value + # TODO: check for similarity & duplicates in extract_next_links # TODO: webpage content similarity repetition over a certain amount of chained pages (the threshold definition is up to you! # TODO: maybe have a prev variable & a similarity counter. compare current page vs prev page & if similarity is over 80?% don't crawl it. if similarity not over threshold, update prev to curr and curr to next @@ -27,7 +26,7 @@ CS_RFP.set_url("https://www.cs.uci.edu/robots.txt") # INF_RFP.set_url("https://www.informatics.uci.edu/robots.txt") STAT_RFP.set_url("https://www.stat.uci.edu/robots.txt") -print("reading icd robot files") +print("reading ics robot files") ICS_RFP.read() print("reading cs robot files") CS_RFP.read() @@ -96,7 +95,6 @@ def scraper(url, resp): """ source for absolute path resolution : https://blog.finxter.com/scraping-the-absolute-url-of-instead-of-the-relative-path-using-beautifulsoup/ - """ def extract_next_links(url, resp): result = set() @@ -111,15 +109,26 @@ def extract_next_links(url, resp): # Return a list with the hyperlinks (as strings) scrapped from resp.raw_response.content if (resp.status == 200 or (resp.status >= 300 and resp.status < 400)) and resp.raw_response: html_doc = resp.raw_response.content + # make sure page has content if len(html_doc) > 0: soup = BeautifulSoup(html_doc, "lxml") text = soup.get_text() - if len(text) > 250: # TODO: what should be the threshold? if not enough text, skip it + + if "Content-Length" in resp.raw_response.headers: + file_bytes = int(resp.raw_response.headers["Content-Length"]) + if file_bytes > 3000000 and len(text) < 300: #TODO: adjust threshold + return [] + + if len(text) > 300: # TODO: what should be the threshold? if not enough text, skip it for a in soup.find_all('a'): href = a.get('href') abs_url = urljoin(url, href) # resolve possible relative url to absolute url result.add(urldefrag(abs_url)[0]) # defragment and add to result + + elif resp.status >= 600 and resp.status <= 606: + print(f"***********\nERROR: {resp.error}\n*************") + return list(result) #TODO: update this, missed points From a2fcaa29583d616fee9b8bd9d204f7f5a86bc0e4 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Tue, 11 Feb 2025 21:39:27 -0800 Subject: [PATCH 15/30] Added page length loggin, not tested yet --- scraper.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/scraper.py b/scraper.py index d24e0a87cf..f8d3f14828 100644 --- a/scraper.py +++ b/scraper.py @@ -114,7 +114,7 @@ def extract_next_links(url, resp): if len(html_doc) > 0: soup = BeautifulSoup(html_doc, "lxml") text = soup.get_text() - + if "Content-Length" in resp.raw_response.headers: file_bytes = int(resp.raw_response.headers["Content-Length"]) if file_bytes > 3000000 and len(text) < 300: #TODO: adjust threshold @@ -208,6 +208,12 @@ def process_info(url, resp): if url_subdomain not in subdomain_dict: subdomain_dict[url_subdomain] = set() subdomain_dict[url_subdomain].add(clean_url) + + try: + with open("urllog.txt", "a") as log_file: # Open in append mode + log_file.write(f"{clean_url} - Page Length: {url_word_count_dict[clean_url]} words\n") + except Exception as e: + print(f"Error writing log for {clean_url}: {e}") From 84a9a140d8edaa515a44f59bc59a7731912ad1ba Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Wed, 12 Feb 2025 15:09:02 -0800 Subject: [PATCH 16/30] Added a couple extension checks --- config.ini | 2 +- content.txt | 2 +- packages/requirements.txt | 4 ++- scraper.py | 52 ++++++++++++++++++++++----------------- 4 files changed, 34 insertions(+), 26 deletions(-) diff --git a/config.ini b/config.ini index d70c770af9..dd496ce9d9 100644 --- a/config.ini +++ b/config.ini @@ -1,6 +1,6 @@ [IDENTIFICATION] # Set your user agent string here. -USERAGENT = IR UW25 93481481 +USERAGENT = IR UW25 93481481,70321210,65332249,74612160 [CONNECTION] HOST = styx.ics.uci.edu diff --git a/content.txt b/content.txt index 73b3365115..a93ffa2305 100644 --- a/content.txt +++ b/content.txt @@ -1 +1 @@ -Tutorial 5: Building your own Projection-Based VR Display System (IEEE VR 2010) The tutorial will be held in IEEE VR in Waltham, MA on Sunday, March 21, 2010. Recent advances on auto-calibration of multi-projector displays on non-planar surfaces common in VR applications (like cylinders and piecewise planar caves) have made it possible for non-experts to think of building their own immersive VR displays. We believe that we are poised in that time when immersive VR displays can be released from their quarantined state in large labs/universities being maintained by a set of trained professional crew. Today it is possible to use available software and techniques to venture building a high-quality immersive display system that is neither expensive nor difficult to maintain. This tutorial will presents an overview of automated geometric and color registration techniques to build multi-projector displays with special emphasis on techniques that allow shapes common to immersive VR displays (like cylinders or CAVEs), inexpensive commodity devices, stereo setups, moving user(s) and dynamic scenes. The goal of this tutorial is to impart sufficient information that the audience can build their own immersive VR displays, and expose the audience to potential research topics in such display design. Course Topics 1. Challenges in building a projection-based VR system 2. Geometric Registration on simple planar shapes 3. Color Registration 4. Geometric Registration on complex non-planar shapes 5. Handling Stereo, Dynamic users and scenes 6. Towards the future Course Material The course material consists of the 90 page manual which will be made available before the presentation. The course slides will be made available after the presentation. \ No newline at end of file +Sitemap [Support Wiki] skip to content [[Sitemap]] Support Wiki Trace: Show page Recent ChangesSitemapLog In Search Sitemap This is a sitemap over all available pages ordered by namespaces. accounts announce backups commands courses group hardware miscellaneous network os policies projects requesttracker security services database datacenter monitoring purchases supportedos Proofpoint @ ICS software virtual_environments wiki Bren School Computing Support Show pageOld revisions Media ManagerBack to top \ No newline at end of file diff --git a/packages/requirements.txt b/packages/requirements.txt index 8315b9d6cc..bf8f052ee6 100644 --- a/packages/requirements.txt +++ b/packages/requirements.txt @@ -1,2 +1,4 @@ cbor -requests \ No newline at end of file +requests +bs4 +lxml \ No newline at end of file diff --git a/scraper.py b/scraper.py index f8d3f14828..d7c41b0875 100644 --- a/scraper.py +++ b/scraper.py @@ -19,13 +19,14 @@ """ ICS_RFP = RobotFileParser() CS_RFP = RobotFileParser() -# INF_RFP = RobotFileParser() +INF_RFP = RobotFileParser() STAT_RFP = RobotFileParser() print("setting robot parser urls") ICS_RFP.set_url("https://www.ics.uci.edu/robots.txt") CS_RFP.set_url("https://www.cs.uci.edu/robots.txt") # INF_RFP.set_url("https://www.informatics.uci.edu/robots.txt") STAT_RFP.set_url("https://www.stat.uci.edu/robots.txt") + print("reading ics robot files") ICS_RFP.read() print("reading cs robot files") @@ -37,12 +38,12 @@ USER_AGENT = "IR UW25 93481481" -ROBOT_FILES = [ - "https://ics.uci.edu/robots.txt", - "https://cs.uci.edu/robots.txt", - "https://informatics.uci.edu/robots.txt", - "https://stat.uci.edu/robots.txt" -] +# ROBOT_FILES = [ +# "https://ics.uci.edu/robots.txt", +# "https://cs.uci.edu/robots.txt", +# "https://informatics.uci.edu/robots.txt", +# "https://stat.uci.edu/robots.txt" +# ] @@ -117,14 +118,19 @@ def extract_next_links(url, resp): if "Content-Length" in resp.raw_response.headers: file_bytes = int(resp.raw_response.headers["Content-Length"]) - if file_bytes > 3000000 and len(text) < 300: #TODO: adjust threshold + if file_bytes > 3000000 and len(text) < 200: #TODO: adjust threshold + print("*****LARGE FILE LOW INFO, SKIP*****") return [] - if len(text) > 300: # TODO: what should be the threshold? if not enough text, skip it - for a in soup.find_all('a'): - href = a.get('href') - abs_url = urljoin(url, href) # resolve possible relative url to absolute url - result.add(urldefrag(abs_url)[0]) # defragment and add to result + # if len(text) >= 200: # TODO: what should be the threshold? if not enough text, skip it + for a in soup.find_all('a'): + href = a.get('href') + abs_url = urljoin(url, href) # resolve possible relative url to absolute url + result.add(urldefrag(abs_url)[0]) # defragment and add to result + # else: + # print("*****NOT ENOUGH TEXT DATA*****") + else: + print("------200 CODE BUT NO DATA--------") elif resp.status >= 600 and resp.status <= 606: print(f"***********\nERROR: {resp.error}\n*************") @@ -282,47 +288,47 @@ def is_valid(url): # If you decide to crawl it, return True; otherwise return False. # There are already some conditions that return False. try: - print(f"checking validity of {url}") + # print(f"checking validity of {url}") parsed = urlparse(url) domain = parsed.netloc.lower() path = parsed.path query = parsed.query if parsed.scheme not in set(["http", "https"]): - print(f"{url} bad scheme NOT VALID") + # print(f"{url} bad scheme NOT VALID") return False if not any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS): - print(f"{url} bad domain NOT VALID") + # print(f"{url} bad domain NOT VALID") return False # robot.txt filters if re.match(ALLOWED_DOMAINS[0], domain): if not ICS_RFP.can_fetch(USER_AGENT, url): - print(f"{url} DISALLOWED IN robots") + print(f"{url} *****DISALLOWED IN ROBOTS*****") return False elif re.match(ALLOWED_DOMAINS[1], domain): if not CS_RFP.can_fetch(USER_AGENT, url): - print(f"{url} DISALLOWED IN robots") + print(f"{url} *****DISALLOWED IN ROBOTS*****") return False # elif re.match(ALLOWED_DOMAINS[2], domain): # if not INF_RFP.can_fetch(USER_AGENT, url): - # print(f"{url} DISALLOWED IN robots") + # print(f"{url} *****DISALLOWED IN ROBOTS*****") # return False elif re.match(ALLOWED_DOMAINS[3], domain): if not STAT_RFP.can_fetch(USER_AGENT, url): - print(f"{url} DISALLOWED IN robots") + print(f"{url} *****DISALLOWED IN ROBOTS*****") return False if re.match( - r".*\.(css|js|bmp|gif|jpe?g|ico" - + r"|png|tiff?|mid|mp2|mp3|mp4" + r".*\.(css|js|war|bmp|gif|jpe?g|ico" + + r"|png|img|tiff?|mid|mp2|mp3|mp4" + r"|wav|avi|mov|mpeg|ram|m4v|mkv|ogg|ogv|pdf" + r"|ps|eps|tex|ppt|pptx|doc|docx|xls|xlsx|names" - + r"|data|dat|exe|bz2|tar|msi|bin|7z|psd|dmg|iso" + + r"|data|dat|apk|sql|exe|bz2|tar|msi|bin|7z|psd|dmg|iso" + r"|epub|dll|cnf|tgz|sha1" + r"|thmx|mso|arff|rtf|jar|csv" + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower()): From 3f8c52ab913ce333bd681ee0ab6738b0af92bad6 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Thu, 13 Feb 2025 00:07:43 -0800 Subject: [PATCH 17/30] I think robot.txt checking is working. --- content.txt | 2 +- crawler/frontier.py | 2 +- crawler/worker.py | 40 ++++++++++++++++++++++-- launch.py | 1 + scraper.py | 74 +++++++++++++++------------------------------ 5 files changed, 65 insertions(+), 54 deletions(-) diff --git a/content.txt b/content.txt index a93ffa2305..ed93f2c24d 100644 --- a/content.txt +++ b/content.txt @@ -1 +1 @@ -Sitemap [Support Wiki] skip to content [[Sitemap]] Support Wiki Trace: Show page Recent ChangesSitemapLog In Search Sitemap This is a sitemap over all available pages ordered by namespaces. accounts announce backups commands courses group hardware miscellaneous network os policies projects requesttracker security services database datacenter monitoring purchases supportedos Proofpoint @ ICS software virtual_environments wiki Bren School Computing Support Show pageOld revisions Media ManagerBack to top \ No newline at end of file +Sitemap [Support Wiki] skip to content [[Sitemap]] Support Wiki Trace: Show page Recent ChangesSitemapLog In Search Sitemap This is a sitemap over all available pages ordered by namespaces. accounts announce backups commands courses group support accounts archive backups bigfix contacts faqs google hardware icsdc imaging labs linux maintenance mdt miscellaneous networking open orders people policy projects runbooks security services software solaris-omnios templates virtual_environments windows work-requests hardware miscellaneous network os policies projects requesttracker security services software virtual_environments wiki Bren School Computing Support Show pageOld revisions Media ManagerBack to top \ No newline at end of file diff --git a/crawler/frontier.py b/crawler/frontier.py index 9ba9f14c4e..4ead368924 100644 --- a/crawler/frontier.py +++ b/crawler/frontier.py @@ -40,7 +40,7 @@ def _parse_save_file(self): total_count = len(self.save) tbd_count = 0 for url, completed in self.save.values(): - if not completed and is_valid(url): + if not completed: self.to_be_downloaded.append(url) tbd_count += 1 self.logger.info( diff --git a/crawler/worker.py b/crawler/worker.py index ed7549b6a3..2593aafd9f 100644 --- a/crawler/worker.py +++ b/crawler/worker.py @@ -6,6 +6,9 @@ import scraper import time +from bs4 import BeautifulSoup +from urllib.robotparser import RobotFileParser + class Worker(Thread): def __init__(self, worker_id, config, frontier): @@ -16,8 +19,41 @@ def __init__(self, worker_id, config, frontier): assert {getsource(scraper).find(req) for req in {"from requests import", "import requests"}} == {-1}, "Do not use requests in scraper.py" assert {getsource(scraper).find(req) for req in {"from urllib.request import", "import urllib.request"}} == {-1}, "Do not use urllib.request in scraper.py" super().__init__(daemon=True) - + + def parse_robot_file(self, resp, robot_parser): + if resp.status == 200: + if resp.raw_response: + soup = BeautifulSoup(resp.raw_response.content, "lxml") + lines = soup.get_text().splitlines() + # for line in lines: + # print(line) + robot_parser.parse(lines) + else: + print(f"NO ROBOT FOR {resp.url}") + def run(self): + ics_resp = download("https://www.ics.uci.edu/robots.txt", self.config) + cs_resp = download("https://www.cs.uci.edu/robots.txt", self.config) + inf_resp = download("https://www.informatics.uci.edu/robots.txt", self.config) + stat_resp = download("https://www.stat.uci.edu/robots.txt", self.config) + + robot_responses = [ics_resp, cs_resp, inf_resp, stat_resp] + + ICS_RP = RobotFileParser() + CS_RP = RobotFileParser() + INF_RP = RobotFileParser() + STAT_RP = RobotFileParser() + + robot_parsers = [ICS_RP, CS_RP, INF_RP, STAT_RP] + + for i in range(0,4): + self.parse_robot_file(robot_responses[i], robot_parsers[i]) + + # print(ICS_RP.can_fetch(self.config.user_agent, "https://www.cs.uci.edu/people")) + + # for sitemap in STAT_RP.site_maps(): + # print(f"SiTEMAP: {sitemap}") + while True: tbd_url = self.frontier.get_tbd_url() if not tbd_url: @@ -27,7 +63,7 @@ def run(self): self.logger.info( f"Downloaded {tbd_url}, status <{resp.status}>, " f"using cache {self.config.cache_server}.") - scraped_urls = scraper.scraper(tbd_url, resp) + scraped_urls = scraper.scraper(tbd_url, resp, robot_parsers) for scraped_url in scraped_urls: self.frontier.add_url(scraped_url) self.frontier.mark_url_complete(tbd_url) diff --git a/launch.py b/launch.py index c1b73bc029..16d77a0b07 100644 --- a/launch.py +++ b/launch.py @@ -4,6 +4,7 @@ from utils.server_registration import get_cache_server from utils.config import Config from crawler import Crawler + from scraper import write_final_output diff --git a/scraper.py b/scraper.py index d7c41b0875..d5f1b1edda 100644 --- a/scraper.py +++ b/scraper.py @@ -17,35 +17,8 @@ """ -ICS_RFP = RobotFileParser() -CS_RFP = RobotFileParser() -INF_RFP = RobotFileParser() -STAT_RFP = RobotFileParser() -print("setting robot parser urls") -ICS_RFP.set_url("https://www.ics.uci.edu/robots.txt") -CS_RFP.set_url("https://www.cs.uci.edu/robots.txt") -# INF_RFP.set_url("https://www.informatics.uci.edu/robots.txt") -STAT_RFP.set_url("https://www.stat.uci.edu/robots.txt") - -print("reading ics robot files") -ICS_RFP.read() -print("reading cs robot files") -CS_RFP.read() -# print("reading inf robot files") -# INF_RFP.read() -print("reading stat robot files") -STAT_RFP.read() - -USER_AGENT = "IR UW25 93481481" - -# ROBOT_FILES = [ -# "https://ics.uci.edu/robots.txt", -# "https://cs.uci.edu/robots.txt", -# "https://informatics.uci.edu/robots.txt", -# "https://stat.uci.edu/robots.txt" -# ] - +USER_AGENT = "IR UW25 93481481,70321210,65332249,74612160" ALLOWED_DOMAINS = [ r'.*\.ics\.uci\.edu', @@ -82,13 +55,14 @@ ] -def scraper(url, resp): +def scraper(url, resp, robot_parsers): links = extract_next_links(url, resp) valid_links = set() for link in links: - if is_valid(link): + if is_valid(link, robot_parsers): valid_links.add(link) - if is_valid(url): + if is_valid(url, robot_parsers): + print(f"-----{url} IS VALID. PROCESSING NOW.-------") process_info(url, resp) return list(valid_links) @@ -117,18 +91,18 @@ def extract_next_links(url, resp): text = soup.get_text() if "Content-Length" in resp.raw_response.headers: - file_bytes = int(resp.raw_response.headers["Content-Length"]) + file_bytes = int(re.sub(r'\D', '', resp.raw_response.headers["Content-Length"])) if file_bytes > 3000000 and len(text) < 200: #TODO: adjust threshold print("*****LARGE FILE LOW INFO, SKIP*****") return [] - # if len(text) >= 200: # TODO: what should be the threshold? if not enough text, skip it - for a in soup.find_all('a'): - href = a.get('href') - abs_url = urljoin(url, href) # resolve possible relative url to absolute url - result.add(urldefrag(abs_url)[0]) # defragment and add to result - # else: - # print("*****NOT ENOUGH TEXT DATA*****") + if len(text) >= 200: # TODO: what should be the threshold? if not enough text, skip it + for a in soup.find_all('a'): + href = a.get('href') + abs_url = urljoin(url, href) # resolve possible relative url to absolute url + result.add(urldefrag(abs_url)[0]) # defragment and add to result + else: + print("*****NOT ENOUGH TEXT DATA*****") else: print("------200 CODE BUT NO DATA--------") @@ -283,7 +257,7 @@ def repeated_segments(path): return False -def is_valid(url): +def is_valid(url, robot_parsers): # Decide whether to crawl this url or not. # If you decide to crawl it, return True; otherwise return False. # There are already some conditions that return False. @@ -305,19 +279,19 @@ def is_valid(url): # robot.txt filters if re.match(ALLOWED_DOMAINS[0], domain): - if not ICS_RFP.can_fetch(USER_AGENT, url): + if not robot_parsers[0].can_fetch(USER_AGENT, url): print(f"{url} *****DISALLOWED IN ROBOTS*****") return False elif re.match(ALLOWED_DOMAINS[1], domain): - if not CS_RFP.can_fetch(USER_AGENT, url): + if not robot_parsers[1].can_fetch(USER_AGENT, url): + print(f"{url} *****DISALLOWED IN ROBOTS*****") + return False + elif re.match(ALLOWED_DOMAINS[2], domain): + if not robot_parsers[2].can_fetch(USER_AGENT, url): print(f"{url} *****DISALLOWED IN ROBOTS*****") return False - # elif re.match(ALLOWED_DOMAINS[2], domain): - # if not INF_RFP.can_fetch(USER_AGENT, url): - # print(f"{url} *****DISALLOWED IN ROBOTS*****") - # return False elif re.match(ALLOWED_DOMAINS[3], domain): - if not STAT_RFP.can_fetch(USER_AGENT, url): + if not robot_parsers[3].can_fetch(USER_AGENT, url): print(f"{url} *****DISALLOWED IN ROBOTS*****") return False @@ -326,7 +300,7 @@ def is_valid(url): if re.match( r".*\.(css|js|war|bmp|gif|jpe?g|ico" + r"|png|img|tiff?|mid|mp2|mp3|mp4" - + r"|wav|avi|mov|mpeg|ram|m4v|mkv|ogg|ogv|pdf" + + r"|wav|avi|mov|mpeg|mpg|ram|m4v|mkv|ogg|ogv|pdf" + r"|ps|eps|tex|ppt|pptx|doc|docx|xls|xlsx|names" + r"|data|dat|apk|sql|exe|bz2|tar|msi|bin|7z|psd|dmg|iso" + r"|epub|dll|cnf|tgz|sha1" @@ -335,11 +309,11 @@ def is_valid(url): print(f'{url} has bad extension NOT VALID') return False - if re.search(r"\d{4}-\d{2}-\d{2}", path) or re.search(r"date=\d{4}-\d{2}-\d{2}", query): # calendar pages + if re.search(r"\d{4}-\d{2}-\d{2}", path) or re.search(r"\d{4}-\d{2}", path) or re.search(r"date=\d{4}-\d{2}-\d{2}", query) or re.search(r"ical=1", query): # calendar pages print(f'{url} contains calendar NOT VALID') return False - if re.search(r"(tab_files=|do=media|image=|do=diff)", query): # media/dynamic/diff pages + if re.search(r"(tab_files=|do=media|image=|do=diff|action=diff|version=|ver=|do=edit|rev=)", query): # media/dynamic/diff pages return False if re.search(r"[?&]page=\d+", parsed.query): #ignore pagination links From 2bcce4e0175d6e5887a1a3bec920553db61fa864 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Thu, 13 Feb 2025 00:52:58 -0800 Subject: [PATCH 18/30] Altered the robot parsing part, doens't need soup anymore. Added but commented out sitemap part bc not sure. --- content.txt | 2 +- crawler/worker.py | 30 +++++++++++++++++------------- 2 files changed, 18 insertions(+), 14 deletions(-) diff --git a/content.txt b/content.txt index ed93f2c24d..3bcf48260d 100644 --- a/content.txt +++ b/content.txt @@ -1 +1 @@ -Sitemap [Support Wiki] skip to content [[Sitemap]] Support Wiki Trace: Show page Recent ChangesSitemapLog In Search Sitemap This is a sitemap over all available pages ordered by namespaces. accounts announce backups commands courses group support accounts archive backups bigfix contacts faqs google hardware icsdc imaging labs linux maintenance mdt miscellaneous networking open orders people policy projects runbooks security services software solaris-omnios templates virtual_environments windows work-requests hardware miscellaneous network os policies projects requesttracker security services software virtual_environments wiki Bren School Computing Support Show pageOld revisions Media ManagerBack to top \ No newline at end of file +Impact - UC Irvine Donald Bren School of Information & Computer Sciences Skip to main content Search Clear Submit Admissions & AidBecome an Anteater Your future starts here! 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UCI Donald Bren School of Information & Computer Sciences Skip to content Open toolbar Accessibility Tools Accessibility Tools Increase TextIncrease Text Decrease TextDecrease Text GrayscaleGrayscale High ContrastHigh Contrast Negative ContrastNegative Contrast Light BackgroundLight Background Links UnderlineLinks Underline Readable FontReadable Font Reset Reset \ No newline at end of file diff --git a/crawler/worker.py b/crawler/worker.py index 2593aafd9f..fb4a4b334b 100644 --- a/crawler/worker.py +++ b/crawler/worker.py @@ -6,7 +6,6 @@ import scraper import time -from bs4 import BeautifulSoup from urllib.robotparser import RobotFileParser @@ -23,15 +22,12 @@ def __init__(self, worker_id, config, frontier): def parse_robot_file(self, resp, robot_parser): if resp.status == 200: if resp.raw_response: - soup = BeautifulSoup(resp.raw_response.content, "lxml") - lines = soup.get_text().splitlines() - # for line in lines: - # print(line) + # split the content into lines for the RobotFileParser to parse + lines = resp.raw_response.content.decode("utf-8").splitlines() robot_parser.parse(lines) - else: - print(f"NO ROBOT FOR {resp.url}") def run(self): + # download the robots.txt files for each domain ics_resp = download("https://www.ics.uci.edu/robots.txt", self.config) cs_resp = download("https://www.cs.uci.edu/robots.txt", self.config) inf_resp = download("https://www.informatics.uci.edu/robots.txt", self.config) @@ -39,6 +35,7 @@ def run(self): robot_responses = [ics_resp, cs_resp, inf_resp, stat_resp] + # create a robot file parser for each robots.txt file ICS_RP = RobotFileParser() CS_RP = RobotFileParser() INF_RP = RobotFileParser() @@ -46,13 +43,19 @@ def run(self): robot_parsers = [ICS_RP, CS_RP, INF_RP, STAT_RP] - for i in range(0,4): - self.parse_robot_file(robot_responses[i], robot_parsers[i]) + # parse each robots.txt file, if there are sitemaps, remove the seed and replace with sitemap + # TODO: is this the right idea? do i add the sitemap to the seed urls instead? + # for i in range(0,4): + # self.parse_robot_file(robot_responses[i], robot_parsers[i]) + + # sitemaps = robot_parsers[i].site_maps() + # if sitemaps: + # # print(f"REMOVING {robot_responses[i].url[:-11]}") + # self.config.seed_urls.remove(robot_responses[i].url[:-11]) + # for map in sitemaps: + # self.frontier.add_url(map) + # print(f"++++++SEEDS: {[seed for seed in self.config.seed_urls]}") - # print(ICS_RP.can_fetch(self.config.user_agent, "https://www.cs.uci.edu/people")) - - # for sitemap in STAT_RP.site_maps(): - # print(f"SiTEMAP: {sitemap}") while True: tbd_url = self.frontier.get_tbd_url() @@ -63,6 +66,7 @@ def run(self): self.logger.info( f"Downloaded {tbd_url}, status <{resp.status}>, " f"using cache {self.config.cache_server}.") + # pass the robot parsers to scraper scraped_urls = scraper.scraper(tbd_url, resp, robot_parsers) for scraped_url in scraped_urls: self.frontier.add_url(scraped_url) From df48b5deb6cdafa2e94946ee084007b5487e3226 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Thu, 13 Feb 2025 01:03:12 -0800 Subject: [PATCH 19/30] Uncomment robot parsing loop --- crawler/worker.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/crawler/worker.py b/crawler/worker.py index fb4a4b334b..531c6e3b8c 100644 --- a/crawler/worker.py +++ b/crawler/worker.py @@ -45,15 +45,15 @@ def run(self): # parse each robots.txt file, if there are sitemaps, remove the seed and replace with sitemap # TODO: is this the right idea? do i add the sitemap to the seed urls instead? - # for i in range(0,4): - # self.parse_robot_file(robot_responses[i], robot_parsers[i]) + for i in range(0,4): + self.parse_robot_file(robot_responses[i], robot_parsers[i]) - # sitemaps = robot_parsers[i].site_maps() - # if sitemaps: - # # print(f"REMOVING {robot_responses[i].url[:-11]}") - # self.config.seed_urls.remove(robot_responses[i].url[:-11]) - # for map in sitemaps: - # self.frontier.add_url(map) + # sitemaps = robot_parsers[i].site_maps() + # if sitemaps: + # # print(f"REMOVING {robot_responses[i].url[:-11]}") + # self.config.seed_urls.remove(robot_responses[i].url[:-11]) + # for map in sitemaps: + # self.frontier.add_url(map) # print(f"++++++SEEDS: {[seed for seed in self.config.seed_urls]}") From 576b9dda716a614d1c10954f60c46d2f9fbac5a1 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Thu, 13 Feb 2025 13:00:17 -0800 Subject: [PATCH 20/30] Changed robots & sitemap again, added simhash. Not tested bc server down. --- content.txt | 2 +- crawler/frontier.py | 2 +- crawler/worker.py | 63 ++++++++++++++++++++--------- scraper.py | 96 ++++++++++++++++++++++++++++++++------------- 4 files changed, 115 insertions(+), 48 deletions(-) diff --git a/content.txt b/content.txt index 3bcf48260d..973e82af11 100644 --- a/content.txt +++ b/content.txt @@ -1 +1 @@ -Impact - UC Irvine Donald Bren School of Information & Computer Sciences Skip to main content Search Clear Submit Admissions & AidBecome an Anteater Your future starts here! One of the leading schools of computing in the nation, ICS offers a broad range of undergraduate, graduate research, and graduate professional programs in Computer Science, Informatics, and Statistics with an emphasis on foundations, discovery, and experiential learning. Apply Now Welcome to ICS Mission & History Facts & Figures Admissions Undergraduate Graduate Paying for School Undergraduate Graduate Programs & AdvisingThrive as a Student Student success starts here! Undergraduate and graduate students enjoy limitless academic and extracurricular opportunities as part of the ICS community. Build Your Student Experience Undergraduate Programs Majors & Minors ICS Honors Program Undergraduate Academic Advising Graduate Programs Research Professional Graduate Academic Advising Student Experience Outreach, Access & Inclusion Career Development Clubs & Organizations Entrepreneurship Undergraduate Research ICS Tutoring Hub Campus Resources Research & DepartmentsLearn & Discover Pushing the boundaries of computing. Driven by curiosity and committed to positive change, our diverse community of faculty and students are pioneering computing technologies that are transforming our world. 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See What's Happening Recent News Faculty Spotlights Student Spotlights Research Spotlights Alumni Spotlights Upcoming Events ICS Calendar Seminar Series ICS Distinguished Lecturer Computer Science Informatics Statistics Connected Learning Lab Cybersecurity Policy & Research Data Science Future Health Genomics & Bioinformatics HPI Machine Learning & Data Science Machine Learning & Intelligent Systems Responsible, Ethical & Accessible Tech Software Research Reports & Publications Alumni & PartnersMake an Impact Connecting with industry, engaging the community. From sponsoring capstone projects and becoming a corporate partner to supporting student scholarships and recruiting ICS students and alumni, your partnering opportunities are endless in ICS. Get Involved Alumni Events Hall of Fame Corporate & Community Engagement Capstone Projects Research Partnerships Student Recruitment Corporate Partners Industry Advisory Board Leadership Council Make a Gift Contact UsFollow UsSupport Us Home Academics Impact Impact Our faculty, students, and alumni are widely recognized for advancing the frontiers and applications of computing and for inventing or commercializing computing technologies that are making the world a better place for all. Faculty Awards & Honors Student Awards & Honors Placements in Academia Technologies & Startups Spotlights Cryptographic Protocol Helps Secure 2 Billion WhatsApp Users Learn about Professor Stanislaw Jarecki's research Paul Mockapetris, Ph.D. '81, is a Computing Visionary Read Paul's story Erin Bradner, Ph.D. '01, Designs Technology to Amplify Creativity Read Erin's story News View ICS Summer Academy 2024: Continued Growth and Success News ICS Summer Academy 2024: Continued Growth and Success October 11, 2024 View Pioneering Causal AI for Precision Medicine and Beyond News Pioneering Causal AI for Precision Medicine and Beyond October 11, 2024 View Health Informatics Ph.D. Student Lidia Flores: A Rising Latina in Tech Informatics Health Informatics Ph.D. Student Lidia Flores: A Rising Latina in Tech October 8, 2024 View A Warm ICS Welcome News A Warm ICS Welcome October 3, 2024 View Learning Tools – AI and the Future of Writing Instruction Highlight Learning Tools – AI and the Future of Writing Instruction October 3, 2024 View StoryAI App Engages Students in Learning News StoryAI App Engages Students in Learning September 23, 2024 6210 Donald Bren Hall Irvine, CA 92697-3425 (949) 824-7427 Like us on Facebook Follow us on Twitter Follow us on YouTube Add us on LinkedIn Follow us on Instagram Footer Navigation DirectoryFaculty & Staff ResourcesFaculty & Staff PositionsEmergency PreparednessAccessibilityPrivacy PolicyUCI HomeUCI DirectoryCampus Maps © 2024 All Rights Reserved. UCI Donald Bren School of Information & Computer Sciences Skip to content Open toolbar Accessibility Tools Accessibility Tools Increase TextIncrease Text Decrease TextDecrease Text GrayscaleGrayscale High ContrastHigh Contrast Negative ContrastNegative Contrast Light BackgroundLight Background Links UnderlineLinks Underline Readable FontReadable Font Reset Reset \ No newline at end of file +Files · ffc1612461b687b080f4650d1c595efe59df5797 · Nathan Huey / Checkers_Student · GitLab Skip to content GitLab Explore Sign in Compare Find file Copy HTTPS clone URL Copy SSH clone URLgit@gitlab.ics.uci.edu:njhuey/Checkers_Student.git Copy HTTPS clone URLhttps://gitlab.ics.uci.edu/njhuey/Checkers_Student.git \ No newline at end of file diff --git a/crawler/frontier.py b/crawler/frontier.py index 4ead368924..5113e8d7e5 100644 --- a/crawler/frontier.py +++ b/crawler/frontier.py @@ -40,7 +40,7 @@ def _parse_save_file(self): total_count = len(self.save) tbd_count = 0 for url, completed in self.save.values(): - if not completed: + if not completed and is_valid(url): # took out is_valid() here self.to_be_downloaded.append(url) tbd_count += 1 self.logger.info( diff --git a/crawler/worker.py b/crawler/worker.py index 531c6e3b8c..9af1c8f416 100644 --- a/crawler/worker.py +++ b/crawler/worker.py @@ -7,6 +7,8 @@ import time from urllib.robotparser import RobotFileParser +import re +from urllib.parse import urlparse class Worker(Thread): @@ -26,13 +28,34 @@ def parse_robot_file(self, resp, robot_parser): lines = resp.raw_response.content.decode("utf-8").splitlines() robot_parser.parse(lines) + def robot_allowed(self, robot_parsers, url): + parsed = urlparse(url) + domain = parsed.netloc.lower() + if re.match(scraper.ALLOWED_DOMAINS[0], domain): + if not robot_parsers[0].can_fetch(self.config.user_agent, url): + print(f"{url} *****DISALLOWED IN ROBOTS*****") + return False + elif re.match(scraper.ALLOWED_DOMAINS[1], domain): + if not robot_parsers[1].can_fetch(self.config.user_agent, url): + print(f"{url} *****DISALLOWED IN ROBOTS*****") + return False + elif re.match(scraper.ALLOWED_DOMAINS[2], domain): + if not robot_parsers[2].can_fetch(self.config.user_agent, url): + print(f"{url} *****DISALLOWED IN ROBOTS*****") + return False + elif re.match(scraper.ALLOWED_DOMAINS[3], domain): + if not robot_parsers[3].can_fetch(self.config.user_agent, url): + print(f"{url} *****DISALLOWED IN ROBOTS*****") + return False + return True + def run(self): # download the robots.txt files for each domain + print("downloading robots...............") ics_resp = download("https://www.ics.uci.edu/robots.txt", self.config) cs_resp = download("https://www.cs.uci.edu/robots.txt", self.config) inf_resp = download("https://www.informatics.uci.edu/robots.txt", self.config) stat_resp = download("https://www.stat.uci.edu/robots.txt", self.config) - robot_responses = [ics_resp, cs_resp, inf_resp, stat_resp] # create a robot file parser for each robots.txt file @@ -43,17 +66,19 @@ def run(self): robot_parsers = [ICS_RP, CS_RP, INF_RP, STAT_RP] - # parse each robots.txt file, if there are sitemaps, remove the seed and replace with sitemap + # parse each robots.txt file, if there are sitemaps, remove the from frontier and replace with sitemap # TODO: is this the right idea? do i add the sitemap to the seed urls instead? for i in range(0,4): + print(f"parsing {reobot_responses[i].url}................") self.parse_robot_file(robot_responses[i], robot_parsers[i]) - # sitemaps = robot_parsers[i].site_maps() - # if sitemaps: - # # print(f"REMOVING {robot_responses[i].url[:-11]}") - # self.config.seed_urls.remove(robot_responses[i].url[:-11]) - # for map in sitemaps: - # self.frontier.add_url(map) + sitemaps = robot_parsers[i].site_maps() + if sitemaps: + print(f"REMOVING {robot_responses[i].url[:-11]}") + self.frontier.to_be_downloaded.remove(robot_responses[i].url[:-11]) + for map in sitemaps: + print(f"REPLACING WITH {map}") + self.frontier.add_url(map) # print(f"++++++SEEDS: {[seed for seed in self.config.seed_urls]}") @@ -62,13 +87,15 @@ def run(self): if not tbd_url: self.logger.info("Frontier is empty. Stopping Crawler.") break - resp = download(tbd_url, self.config, self.logger) - self.logger.info( - f"Downloaded {tbd_url}, status <{resp.status}>, " - f"using cache {self.config.cache_server}.") - # pass the robot parsers to scraper - scraped_urls = scraper.scraper(tbd_url, resp, robot_parsers) - for scraped_url in scraped_urls: - self.frontier.add_url(scraped_url) - self.frontier.mark_url_complete(tbd_url) - time.sleep(self.config.time_delay) + # TODO: maybe check if valid here, but we already check in scraper too + if self.robot_allowed(robot_parsers, tbd_url) and is_valid(url): + resp = download(tbd_url, self.config, self.logger) + self.logger.info( + f"Downloaded {tbd_url}, status <{resp.status}>, " + f"using cache {self.config.cache_server}.") + + scraped_urls = scraper.scraper(tbd_url, resp) + for scraped_url in scraped_urls: + self.frontier.add_url(scraped_url) + self.frontier.mark_url_complete(tbd_url) + time.sleep(self.config.time_delay) diff --git a/scraper.py b/scraper.py index d5f1b1edda..5baf166ee4 100644 --- a/scraper.py +++ b/scraper.py @@ -4,10 +4,6 @@ from bs4 import BeautifulSoup -# TODO: check for similarity & duplicates in extract_next_links -# TODO: webpage content similarity repetition over a certain amount of chained pages (the threshold definition is up to you! -# TODO: maybe have a prev variable & a similarity counter. compare current page vs prev page & if similarity is over 80?% don't crawl it. if similarity not over threshold, update prev to curr and curr to next - """ How many unique pages did you find? Uniqueness for the purposes of this assignment is ONLY established by the URL, but discarding the fragment part. So, for example, http://www.ics.uci.edu#aaa and http://www.ics.uci.edu#bbb are the same URL. Even if you implement additional methods for textual similarity detection, please keep considering the above definition of unique pages for the purposes of counting the unique pages in this assignment. What is the longest page in terms of the number of words? (HTML markup doesn’t count as words) @@ -18,7 +14,7 @@ """ -USER_AGENT = "IR UW25 93481481,70321210,65332249,74612160" +# USER_AGENT = "IR UW25 93481481,70321210,65332249,74612160" ALLOWED_DOMAINS = [ r'.*\.ics\.uci\.edu', @@ -27,6 +23,9 @@ r'.*\.stat\.uci\.edu' ] +SIMHASH_THRESHOLD = 5 +simhash_set = set() + url_dict = {} # key: url , value: dict of words with counts url_word_count_dict = {} # key: url, value is # of words in it @@ -55,14 +54,13 @@ ] -def scraper(url, resp, robot_parsers): +def scraper(url, resp): links = extract_next_links(url, resp) valid_links = set() for link in links: - if is_valid(link, robot_parsers): + if is_valid(link): valid_links.add(link) - if is_valid(url, robot_parsers): - print(f"-----{url} IS VALID. PROCESSING NOW.-------") + if is_valid(url): process_info(url, resp) return list(valid_links) @@ -73,7 +71,6 @@ def scraper(url, resp, robot_parsers): """ def extract_next_links(url, resp): result = set() - # Implementation required. # url: the URL that was used to get the page # resp.url: the actual url of the page # resp.status: the status code returned by the server. 200 is OK, you got the page. Other numbers mean that there was some kind of problem. @@ -95,6 +92,15 @@ def extract_next_links(url, resp): if file_bytes > 3000000 and len(text) < 200: #TODO: adjust threshold print("*****LARGE FILE LOW INFO, SKIP*****") return [] + + + simhash = compute_simhash(text) + if is_near_duplicate(simhash): + return [] + + simhash_set.add(tuple(simhash)) + + if len(text) >= 200: # TODO: what should be the threshold? if not enough text, skip it for a in soup.find_all('a'): @@ -111,6 +117,28 @@ def extract_next_links(url, resp): return list(result) + +def compute_simhash(text, bit_length=64): + vector = np.zeros(bit_length) + words = tokenize(text) + for word in words: + hash_value = hash(word) & ((1 << bit_length) - 1) + binary_array = np.array([1 if (hash_value >> i) & 1 else -1 for i in range(bit_length)]) + vector += binary_array + + return np.where(vector >= 0, 1, 0) + +def hamming_distance(h1, h2): + return np.sum(h1 != h2) + +def is_near_duplicate(simhash): + for existing_hash in simhash_set: + if hamming_distance(np.array(existing_hash), simhash) < SIMHASH_THRESHOLD: + return True + return False + + + #TODO: update this, missed points def tokenize(file_name): token_list = [] @@ -122,7 +150,6 @@ def tokenize(file_name): token_list.extend(re.findall(r"[0-9a-zA-Z]+", content)) return token_list -#TODO: update this, missed points def computeWordFrequencies(token_list): # empty dict token_frequencies = {} @@ -159,6 +186,12 @@ def process_info(url, resp): print(f"Error saving content from {url} to file...") + # TODO: do we put it here AND extract_next, or only one of them? + # simhash = compute_simhash(clean_text) + # if is_near_duplicate(simhash): + # return + + # simhash_set.add(tuple(simhash)) # TOKENIZING token_list = tokenize("content.txt") @@ -257,7 +290,7 @@ def repeated_segments(path): return False -def is_valid(url, robot_parsers): +def is_valid(url): # Decide whether to crawl this url or not. # If you decide to crawl it, return True; otherwise return False. # There are already some conditions that return False. @@ -278,22 +311,22 @@ def is_valid(url, robot_parsers): # robot.txt filters - if re.match(ALLOWED_DOMAINS[0], domain): - if not robot_parsers[0].can_fetch(USER_AGENT, url): - print(f"{url} *****DISALLOWED IN ROBOTS*****") - return False - elif re.match(ALLOWED_DOMAINS[1], domain): - if not robot_parsers[1].can_fetch(USER_AGENT, url): - print(f"{url} *****DISALLOWED IN ROBOTS*****") - return False - elif re.match(ALLOWED_DOMAINS[2], domain): - if not robot_parsers[2].can_fetch(USER_AGENT, url): - print(f"{url} *****DISALLOWED IN ROBOTS*****") - return False - elif re.match(ALLOWED_DOMAINS[3], domain): - if not robot_parsers[3].can_fetch(USER_AGENT, url): - print(f"{url} *****DISALLOWED IN ROBOTS*****") - return False + # if re.match(ALLOWED_DOMAINS[0], domain): + # if not robot_parsers[0].can_fetch(USER_AGENT, url): + # print(f"{url} *****DISALLOWED IN ROBOTS*****") + # return False + # elif re.match(ALLOWED_DOMAINS[1], domain): + # if not robot_parsers[1].can_fetch(USER_AGENT, url): + # print(f"{url} *****DISALLOWED IN ROBOTS*****") + # return False + # elif re.match(ALLOWED_DOMAINS[2], domain): + # if not robot_parsers[2].can_fetch(USER_AGENT, url): + # print(f"{url} *****DISALLOWED IN ROBOTS*****") + # return False + # elif re.match(ALLOWED_DOMAINS[3], domain): + # if not robot_parsers[3].can_fetch(USER_AGENT, url): + # print(f"{url} *****DISALLOWED IN ROBOTS*****") + # return False @@ -308,10 +341,17 @@ def is_valid(url, robot_parsers): + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower()): print(f'{url} has bad extension NOT VALID') return False + + if re.search(r"gitlab.ics.uci.edu", domain) and query: + print(f'{url} gitlab w/ query NOT VALID') + return False if re.search(r"\d{4}-\d{2}-\d{2}", path) or re.search(r"\d{4}-\d{2}", path) or re.search(r"date=\d{4}-\d{2}-\d{2}", query) or re.search(r"ical=1", query): # calendar pages print(f'{url} contains calendar NOT VALID') return False + + if re.search(r"/datasets/", path): + print(f'{url} large data set NOT VALID') if re.search(r"(tab_files=|do=media|image=|do=diff|action=diff|version=|ver=|do=edit|rev=)", query): # media/dynamic/diff pages return False From f82d32bf5f4bffa203b91543323ac5513e8492d2 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Thu, 13 Feb 2025 13:06:14 -0800 Subject: [PATCH 21/30] Fixed typos --- crawler/worker.py | 4 ++-- scraper.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/crawler/worker.py b/crawler/worker.py index 9af1c8f416..cdfc1b15da 100644 --- a/crawler/worker.py +++ b/crawler/worker.py @@ -69,7 +69,7 @@ def run(self): # parse each robots.txt file, if there are sitemaps, remove the from frontier and replace with sitemap # TODO: is this the right idea? do i add the sitemap to the seed urls instead? for i in range(0,4): - print(f"parsing {reobot_responses[i].url}................") + print(f"parsing {robot_responses[i].url}................") self.parse_robot_file(robot_responses[i], robot_parsers[i]) sitemaps = robot_parsers[i].site_maps() @@ -88,7 +88,7 @@ def run(self): self.logger.info("Frontier is empty. Stopping Crawler.") break # TODO: maybe check if valid here, but we already check in scraper too - if self.robot_allowed(robot_parsers, tbd_url) and is_valid(url): + if self.robot_allowed(robot_parsers, tbd_url) and scraper.is_valid(tbd_url): resp = download(tbd_url, self.config, self.logger) self.logger.info( f"Downloaded {tbd_url}, status <{resp.status}>, " diff --git a/scraper.py b/scraper.py index 5baf166ee4..6ed855522a 100644 --- a/scraper.py +++ b/scraper.py @@ -2,7 +2,7 @@ from urllib.parse import urlparse, urldefrag, urljoin from urllib.robotparser import RobotFileParser from bs4 import BeautifulSoup - +import numpy as np """ How many unique pages did you find? Uniqueness for the purposes of this assignment is ONLY established by the URL, but discarding the fragment part. So, for example, http://www.ics.uci.edu#aaa and http://www.ics.uci.edu#bbb are the same URL. Even if you implement additional methods for textual similarity detection, please keep considering the above definition of unique pages for the purposes of counting the unique pages in this assignment. From eba82ddd8475f5e5972802d2e9ed18c444707c37 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Thu, 13 Feb 2025 15:30:31 -0800 Subject: [PATCH 22/30] Tokenize now used correctly in compute_simhash() --- content.txt | 2 +- crawler/worker.py | 14 +++++++------- scraper.py | 33 +++++++++++++++++++++------------ 3 files changed, 29 insertions(+), 20 deletions(-) diff --git a/content.txt b/content.txt index 973e82af11..9805337daf 100644 --- a/content.txt +++ b/content.txt @@ -1 +1 @@ -Files · ffc1612461b687b080f4650d1c595efe59df5797 · Nathan Huey / Checkers_Student · GitLab Skip to content GitLab Explore Sign in Compare Find file Copy HTTPS clone URL Copy SSH clone URLgit@gitlab.ics.uci.edu:njhuey/Checkers_Student.git Copy HTTPS clone URLhttps://gitlab.ics.uci.edu/njhuey/Checkers_Student.git \ No newline at end of file +Congratulations to Arturo Di Lecce! – Software Design and Collaboration Laboratory SDCL Software Design and Collaboration Laboratory Apr28 Congratulations to Arturo Di Lecce! Arturo recently defended and passed his MS thesis in crowd development! Posted in News Comments Off on Congratulations to Arturo Di Lecce! Posted by andre Comments are closed. Collaborators Anita Sarma David Redmiles Marian Petre Shinobu Saito Thomas LaToza Home Research Chatbots KnoCap Past projects Lighthouse CrowdDesign Crowd Debugging Calico CodeExchange Code Orb Crowd Development PorchLight Papers Technical reports Dissertations Books Opportunities People Previous members Sponsors Contact Directions The Software Design and Collaboration Laboratory is housed in the Department of Informatics in the Donald Bren School of Information and Computer Sciences at the University of California, Irvine. Copyright © SDCL | eDegree° Theme by Top Blog Formula on WordPress | Log In \ No newline at end of file diff --git a/crawler/worker.py b/crawler/worker.py index cdfc1b15da..e1f380d6ac 100644 --- a/crawler/worker.py +++ b/crawler/worker.py @@ -72,13 +72,13 @@ def run(self): print(f"parsing {robot_responses[i].url}................") self.parse_robot_file(robot_responses[i], robot_parsers[i]) - sitemaps = robot_parsers[i].site_maps() - if sitemaps: - print(f"REMOVING {robot_responses[i].url[:-11]}") - self.frontier.to_be_downloaded.remove(robot_responses[i].url[:-11]) - for map in sitemaps: - print(f"REPLACING WITH {map}") - self.frontier.add_url(map) + # sitemaps = robot_parsers[i].site_maps() + # if sitemaps: + # print(f"REMOVING {robot_responses[i].url[:-11]}") + # self.frontier.to_be_downloaded.remove(robot_responses[i].url[:-11]) + # for map in sitemaps: + # print(f"REPLACING WITH {map}") + # self.frontier.add_url(map) # print(f"++++++SEEDS: {[seed for seed in self.config.seed_urls]}") diff --git a/scraper.py b/scraper.py index 6ed855522a..d9a1d35113 100644 --- a/scraper.py +++ b/scraper.py @@ -55,6 +55,9 @@ def scraper(url, resp): + if resp.status >= 600 and resp.status <= 606: + print(f"CACHE ERROR AT {url}!!!!") + return [] links = extract_next_links(url, resp) valid_links = set() for link in links: @@ -79,7 +82,7 @@ def extract_next_links(url, resp): # resp.raw_response.url: the url, again # resp.raw_response.content: the content of the page! # Return a list with the hyperlinks (as strings) scrapped from resp.raw_response.content - if (resp.status == 200 or (resp.status >= 300 and resp.status < 400)) and resp.raw_response: + if (resp.status >= 200 and resp.status < 400) and resp.raw_response: html_doc = resp.raw_response.content # make sure page has content @@ -119,14 +122,19 @@ def extract_next_links(url, resp): def compute_simhash(text, bit_length=64): - vector = np.zeros(bit_length) - words = tokenize(text) - for word in words: - hash_value = hash(word) & ((1 << bit_length) - 1) - binary_array = np.array([1 if (hash_value >> i) & 1 else -1 for i in range(bit_length)]) - vector += binary_array - - return np.where(vector >= 0, 1, 0) + try: + vector = np.zeros(bit_length) + with open("content.txt", "w") as file: + file.write(text) + words = tokenize("content.txt") + for word in words: + hash_value = hash(word) & ((1 << bit_length) - 1) + binary_array = np.array([1 if (hash_value >> i) & 1 else -1 for i in range(bit_length)]) + vector += binary_array + + return np.where(vector >= 0, 1, 0) + except Exception as e: + print(f"Error saving content in simhash to file...: {e}") def hamming_distance(h1, h2): return np.sum(h1 != h2) @@ -134,6 +142,7 @@ def hamming_distance(h1, h2): def is_near_duplicate(simhash): for existing_hash in simhash_set: if hamming_distance(np.array(existing_hash), simhash) < SIMHASH_THRESHOLD: + print(f"--------FOUND NEAR DUPLICATE--------") return True return False @@ -342,9 +351,9 @@ def is_valid(url): print(f'{url} has bad extension NOT VALID') return False - if re.search(r"gitlab.ics.uci.edu", domain) and query: - print(f'{url} gitlab w/ query NOT VALID') - return False + # if re.search(r"gitlab.ics.uci.edu", domain) and query: + # print(f'{url} gitlab w/ query NOT VALID') + # return False if re.search(r"\d{4}-\d{2}-\d{2}", path) or re.search(r"\d{4}-\d{2}", path) or re.search(r"date=\d{4}-\d{2}-\d{2}", query) or re.search(r"ical=1", query): # calendar pages print(f'{url} contains calendar NOT VALID') From 2f96ba619354c0ec49b8fc1309e2a139cc5f56d7 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Thu, 13 Feb 2025 16:10:32 -0800 Subject: [PATCH 23/30] Sitemap uncommented, if you want to handle sitemap restart. --- content.txt | 2 +- crawler/worker.py | 14 +++++++------- scraper.py | 18 +++++++++++++----- 3 files changed, 21 insertions(+), 13 deletions(-) diff --git a/content.txt b/content.txt index 9805337daf..cca8041f69 100644 --- a/content.txt +++ b/content.txt @@ -1 +1 @@ -Congratulations to Arturo Di Lecce! – Software Design and Collaboration Laboratory SDCL Software Design and Collaboration Laboratory Apr28 Congratulations to Arturo Di Lecce! Arturo recently defended and passed his MS thesis in crowd development! Posted in News Comments Off on Congratulations to Arturo Di Lecce! Posted by andre Comments are closed. Collaborators Anita Sarma David Redmiles Marian Petre Shinobu Saito Thomas LaToza Home Research Chatbots KnoCap Past projects Lighthouse CrowdDesign Crowd Debugging Calico CodeExchange Code Orb Crowd Development PorchLight Papers Technical reports Dissertations Books Opportunities People Previous members Sponsors Contact Directions The Software Design and Collaboration Laboratory is housed in the Department of Informatics in the Donald Bren School of Information and Computer Sciences at the University of California, Irvine. Copyright © SDCL | eDegree° Theme by Top Blog Formula on WordPress | Log In \ No newline at end of file +CS 175 | Fall 2022 CS 175: Project in Artificial Intelligence, Fall 2022 General Information Lecture Times: Tuesday and Thursday, 2:00pm to 3:20pm Location: Social Science Lab, SSL 228 Instructor: Professor Padhraic Smyth, Office Hours: Weeks 1 to 4: Wednesday, 5 to 6pm, on Zoom. For weeks 5 through 10, office hours will be during lecture times on Tuesday and Thursday. Teaching Assistants: Mitra Bezhadi, From week 5 onwards, please see information posted on Ed Markelle Kelly, From week 5 onwards, please see information posted on Ed Discussion Sections: HICF 100N, Fridays at 2pm and at 3pm (weeks 1 and 2 only) Weekly Schedule Lecture Slides: will be available online after each lecture Project Resources Reference Texts Ideas and Resources for Projects Examples of Datasets for Projects Software Questions? Use the Ed discussion board (accessible via Canvas) for all of your questions to the instructor or TA. Please do not use email. Ed is your first option for asking questions outside of class or office hours. Please also feel free on Ed to answer other students' clarification questions about assignments, to initiate discussions on project-related topics, etc. To communicate directly with only the instructor and/or TA you can send a private message to them within Ed. Course Description Students in this project class will work in teams to develop artificial intelligence and machine learning algorithms with a particular focus on natural language and text analysis. These problems can include, for example, document classification and clustering, sentiment analysis, dialog/chatbot systems, information extraction, word prediction, text synthesis, question-answering systems, and so on. Projects can make use of real-world publicly-available data from sources such as Twitter, Wikipedia, Reddit, news articles, product and movie reviews, email data sets, the US patent database, and more. Note: this offering of CS 175 will focus on text/natural-language aspects of AI. If you are interested in other topics (e.g., game-playing agents, computer vision, etc) you may want to take a different offering of this course in Winter or Spring quarter. Assignments There will be 2 individual assignments in the first 2 weeks of the course and then project reports and updates (by group) after that. Assignments will be posted and submitted via Canvas. Grading Policy A weighted combination of Assignments 1 and 2 (10% each, individual submission), project proposal (20%, team-based), progress report (20%, team-based), weekly updates (10%, individual submission), in-class presentation (5%, team-based), and final report (25%, team-based). Academic Integrity Please read the guidelines on academic integrity below. Academic integrity is taken seriously in this class. Failure to adhere to the policies below can result in a student receiving a failing grade in the class. For individual assignments you are allowed to discuss the assignments verbally (no written communication) with other class members. You are not allowed to look at or to copy anyone else's written solutions or code. All problem solutions and code submitted must be material you have personally written during this quarter, except for any standard publicly-available library or utility functions. For team projects all the text in your reports must be written by you or members of your project team. If you wish to quote text from another source you need to clearly indicate this by putting it in within quotation marks or in italic font and providing a citation to the source. The code that you use for your class projects will be a combination of code written by you and your team members and publicly-available library code. You should clearly indicate in your reports and in your code documentation which parts of your code was written by you or your team and which parts of your code were imported from somewhere else. It is the responsibility of each student to be familiar with UCI's Academic Integrity Policies and UCI's definitions and examples of academic misconduct. \ No newline at end of file diff --git a/crawler/worker.py b/crawler/worker.py index e1f380d6ac..cdfc1b15da 100644 --- a/crawler/worker.py +++ b/crawler/worker.py @@ -72,13 +72,13 @@ def run(self): print(f"parsing {robot_responses[i].url}................") self.parse_robot_file(robot_responses[i], robot_parsers[i]) - # sitemaps = robot_parsers[i].site_maps() - # if sitemaps: - # print(f"REMOVING {robot_responses[i].url[:-11]}") - # self.frontier.to_be_downloaded.remove(robot_responses[i].url[:-11]) - # for map in sitemaps: - # print(f"REPLACING WITH {map}") - # self.frontier.add_url(map) + sitemaps = robot_parsers[i].site_maps() + if sitemaps: + print(f"REMOVING {robot_responses[i].url[:-11]}") + self.frontier.to_be_downloaded.remove(robot_responses[i].url[:-11]) + for map in sitemaps: + print(f"REPLACING WITH {map}") + self.frontier.add_url(map) # print(f"++++++SEEDS: {[seed for seed in self.config.seed_urls]}") diff --git a/scraper.py b/scraper.py index d9a1d35113..c4b4753571 100644 --- a/scraper.py +++ b/scraper.py @@ -23,7 +23,7 @@ r'.*\.stat\.uci\.edu' ] -SIMHASH_THRESHOLD = 5 +SIMHASH_THRESHOLD = 4 simhash_set = set() url_dict = {} # key: url , value: dict of words with counts @@ -55,6 +55,8 @@ def scraper(url, resp): + if url == "https://www.stat.uci.edu/wp-sitemap.xml": + print("SCRAPING SITEMAP") if resp.status >= 600 and resp.status <= 606: print(f"CACHE ERROR AT {url}!!!!") return [] @@ -83,6 +85,8 @@ def extract_next_links(url, resp): # resp.raw_response.content: the content of the page! # Return a list with the hyperlinks (as strings) scrapped from resp.raw_response.content if (resp.status >= 200 and resp.status < 400) and resp.raw_response: + + html_doc = resp.raw_response.content # make sure page has content @@ -103,13 +107,17 @@ def extract_next_links(url, resp): simhash_set.add(tuple(simhash)) - + if len(text) >= 200: # TODO: what should be the threshold? if not enough text, skip it for a in soup.find_all('a'): href = a.get('href') abs_url = urljoin(url, href) # resolve possible relative url to absolute url result.add(urldefrag(abs_url)[0]) # defragment and add to result + if url == "https://www.stat.uci.edu/wp-sitemap.xml": + print(f"FOLLOWING SITEMAP TO {abs_url}") + with open("sitemap_path.txt", "a") as file: + file.write(f"FOLLOWING SITEMAP TO {abs_url}") else: print("*****NOT ENOUGH TEXT DATA*****") else: @@ -117,7 +125,7 @@ def extract_next_links(url, resp): elif resp.status >= 600 and resp.status <= 606: print(f"***********\nERROR: {resp.error}\n*************") - + print(f"---------EXTRACTED LINKS FROM {url}------------") return list(result) @@ -359,10 +367,10 @@ def is_valid(url): print(f'{url} contains calendar NOT VALID') return False - if re.search(r"/datasets/", path): + if re.search(r"/(datasets | files)/", path): print(f'{url} large data set NOT VALID') - if re.search(r"(tab_files=|do=media|image=|do=diff|action=diff|version=|ver=|do=edit|rev=)", query): # media/dynamic/diff pages + if re.search(r"(tab_files=|do=media|image=|do=diff|action=diff|version=|ver=|do=edit|rev=|do=revisions)", query): # media/dynamic/diff pages return False if re.search(r"[?&]page=\d+", parsed.query): #ignore pagination links From 5eee41d84c679ab22fdeadb248fbff195456ec4c Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Thu, 13 Feb 2025 16:17:09 -0800 Subject: [PATCH 24/30] Added ppsx condition to is_valid --- content.txt | 14 +++++++++++++- scraper.py | 4 ++-- 2 files changed, 15 insertions(+), 3 deletions(-) diff --git a/content.txt b/content.txt index cca8041f69..3d2764d083 100644 --- a/content.txt +++ b/content.txt @@ -1 +1,13 @@ -CS 175 | Fall 2022 CS 175: Project in Artificial Intelligence, Fall 2022 General Information Lecture Times: Tuesday and Thursday, 2:00pm to 3:20pm Location: Social Science Lab, SSL 228 Instructor: Professor Padhraic Smyth, Office Hours: Weeks 1 to 4: Wednesday, 5 to 6pm, on Zoom. For weeks 5 through 10, office hours will be during lecture times on Tuesday and Thursday. Teaching Assistants: Mitra Bezhadi, From week 5 onwards, please see information posted on Ed Markelle Kelly, From week 5 onwards, please see information posted on Ed Discussion Sections: HICF 100N, Fridays at 2pm and at 3pm (weeks 1 and 2 only) Weekly Schedule Lecture Slides: will be available online after each lecture Project Resources Reference Texts Ideas and Resources for Projects Examples of Datasets for Projects Software Questions? Use the Ed discussion board (accessible via Canvas) for all of your questions to the instructor or TA. Please do not use email. Ed is your first option for asking questions outside of class or office hours. Please also feel free on Ed to answer other students' clarification questions about assignments, to initiate discussions on project-related topics, etc. To communicate directly with only the instructor and/or TA you can send a private message to them within Ed. Course Description Students in this project class will work in teams to develop artificial intelligence and machine learning algorithms with a particular focus on natural language and text analysis. These problems can include, for example, document classification and clustering, sentiment analysis, dialog/chatbot systems, information extraction, word prediction, text synthesis, question-answering systems, and so on. Projects can make use of real-world publicly-available data from sources such as Twitter, Wikipedia, Reddit, news articles, product and movie reviews, email data sets, the US patent database, and more. Note: this offering of CS 175 will focus on text/natural-language aspects of AI. If you are interested in other topics (e.g., game-playing agents, computer vision, etc) you may want to take a different offering of this course in Winter or Spring quarter. Assignments There will be 2 individual assignments in the first 2 weeks of the course and then project reports and updates (by group) after that. Assignments will be posted and submitted via Canvas. Grading Policy A weighted combination of Assignments 1 and 2 (10% each, individual submission), project proposal (20%, team-based), progress report (20%, team-based), weekly updates (10%, individual submission), in-class presentation (5%, team-based), and final report (25%, team-based). Academic Integrity Please read the guidelines on academic integrity below. Academic integrity is taken seriously in this class. Failure to adhere to the policies below can result in a student receiving a failing grade in the class. For individual assignments you are allowed to discuss the assignments verbally (no written communication) with other class members. You are not allowed to look at or to copy anyone else's written solutions or code. All problem solutions and code submitted must be material you have personally written during this quarter, except for any standard publicly-available library or utility functions. For team projects all the text in your reports must be written by you or members of your project team. If you wish to quote text from another source you need to clearly indicate this by putting it in within quotation marks or in italic font and providing a citation to the source. The code that you use for your class projects will be a combination of code written by you and your team members and publicly-available library code. You should clearly indicate in your reports and in your code documentation which parts of your code was written by you or your team and which parts of your code were imported from somewhere else. It is the responsibility of each student to be familiar with UCI's Academic Integrity Policies and UCI's definitions and examples of academic misconduct. \ No newline at end of file +%PDF-1.4 %âãÏÓ +484 0 obj > endobj xref 484 11 0000000016 00000 n +0000001046 00000 n +0000001193 00000 n +0000001507 00000 n +0000001866 00000 n +0000001980 00000 n +0000002252 00000 n +0000002677 00000 n +0000004399 00000 n +0000000860 00000 n +0000000516 00000 n +trailer ]/Prev 6503295/XRefStm 860>> startxref 0 %%EOF 494 0 obj \ No newline at end of file diff --git a/scraper.py b/scraper.py index c4b4753571..a2812794bc 100644 --- a/scraper.py +++ b/scraper.py @@ -351,7 +351,7 @@ def is_valid(url): r".*\.(css|js|war|bmp|gif|jpe?g|ico" + r"|png|img|tiff?|mid|mp2|mp3|mp4" + r"|wav|avi|mov|mpeg|mpg|ram|m4v|mkv|ogg|ogv|pdf" - + r"|ps|eps|tex|ppt|pptx|doc|docx|xls|xlsx|names" + + r"|ps|eps|tex|ppt|pptx|ppsx|doc|docx|xls|xlsx|names" + r"|data|dat|apk|sql|exe|bz2|tar|msi|bin|7z|psd|dmg|iso" + r"|epub|dll|cnf|tgz|sha1" + r"|thmx|mso|arff|rtf|jar|csv" @@ -367,7 +367,7 @@ def is_valid(url): print(f'{url} contains calendar NOT VALID') return False - if re.search(r"/(datasets | files)/", path): + if re.search(r"/(datasets|files)/", path): print(f'{url} large data set NOT VALID') if re.search(r"(tab_files=|do=media|image=|do=diff|action=diff|version=|ver=|do=edit|rev=|do=revisions)", query): # media/dynamic/diff pages From 369363607683bc9729dab9d2f27f00cd7332af49 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Fri, 14 Feb 2025 21:52:15 -0800 Subject: [PATCH 25/30] Only count words over 3 chars and non-numeric --- content.txt | 14 +- crawler/worker.py | 16 +- finaloutput.txt | 192 + scraper.py | 55 +- urllog.txt | 16538 ++++++++++++++++++++++++++++++++++++++++++++ 5 files changed, 16769 insertions(+), 46 deletions(-) create mode 100644 finaloutput.txt create mode 100644 urllog.txt diff --git a/content.txt b/content.txt index 3d2764d083..aef6554a2c 100644 --- a/content.txt +++ b/content.txt @@ -1,13 +1 @@ -%PDF-1.4 %âãÏÓ -484 0 obj > endobj xref 484 11 0000000016 00000 n -0000001046 00000 n -0000001193 00000 n -0000001507 00000 n -0000001866 00000 n -0000001980 00000 n -0000002252 00000 n -0000002677 00000 n -0000004399 00000 n -0000000860 00000 n -0000000516 00000 n -trailer ]/Prev 6503295/XRefStm 860>> startxref 0 %%EOF 494 0 obj \ No newline at end of file +ICS Calendar – UC Irvine Donald Bren School of Information & Computer Sciences Skip to main content Search Clear Submit Admissions & AidBecome an Anteater Your future starts here! 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UCI Donald Bren School of Information & Computer Sciences Skip to content Open toolbar Accessibility Tools Accessibility Tools Increase TextIncrease Text Decrease TextDecrease Text GrayscaleGrayscale High ContrastHigh Contrast Negative ContrastNegative Contrast Light BackgroundLight Background Links UnderlineLinks Underline Readable FontReadable Font Reset Reset \ No newline at end of file diff --git a/crawler/worker.py b/crawler/worker.py index cdfc1b15da..84fda53a3b 100644 --- a/crawler/worker.py +++ b/crawler/worker.py @@ -72,13 +72,13 @@ def run(self): print(f"parsing {robot_responses[i].url}................") self.parse_robot_file(robot_responses[i], robot_parsers[i]) - sitemaps = robot_parsers[i].site_maps() - if sitemaps: - print(f"REMOVING {robot_responses[i].url[:-11]}") - self.frontier.to_be_downloaded.remove(robot_responses[i].url[:-11]) - for map in sitemaps: - print(f"REPLACING WITH {map}") - self.frontier.add_url(map) + # sitemaps = robot_parsers[i].site_maps() + # if sitemaps: + # print(f"REMOVING {robot_responses[i].url[:-11]}") + # self.frontier.to_be_downloaded.remove(robot_responses[i].url[:-11]) + # for map in sitemaps: + # print(f"REPLACING WITH {map}") + # self.frontier.add_url(map) # print(f"++++++SEEDS: {[seed for seed in self.config.seed_urls]}") @@ -88,7 +88,7 @@ def run(self): self.logger.info("Frontier is empty. Stopping Crawler.") break # TODO: maybe check if valid here, but we already check in scraper too - if self.robot_allowed(robot_parsers, tbd_url) and scraper.is_valid(tbd_url): + if self.robot_allowed(robot_parsers, tbd_url): resp = download(tbd_url, self.config, self.logger) self.logger.info( f"Downloaded {tbd_url}, status <{resp.status}>, " diff --git a/finaloutput.txt b/finaloutput.txt new file mode 100644 index 0000000000..907fbf233d --- /dev/null +++ b/finaloutput.txt @@ -0,0 +1,192 @@ +Answer 1: +Number of unique pages: 16538 VS 91188 + +Answer 2: +Longest page: http://cdb.ics.uci.edu/supplement/randomSmiles100K with 767282 words + +Answer 3: +List of 50 most common words: +gitlab: 53272 +04: 37389 +cc: 36197 +2021: 33290 +can: 32753 +research: 29464 +2022: 27581 +markellekelly: 26855 +cc1: 26163 +project: 24795 +nc: 24302 +cl: 24208 +2020: 23998 +c1: 23557 +data: 23512 +oc: 22951 +10: 22282 +information: 21124 +2019: 20619 +software: 20552 +2023: 20240 +use: 19973 +05: 19428 +2018: 19417 +ics: 19343 +will: 19258 +student: 18300 +uci: 18234 +update: 18181 +example: 18014 +may: 17258 +computer: 16950 +projects: 16773 +id: 15963 +group: 15894 +html: 15752 +11: 15443 +new: 15425 +time: 15125 +events: 14912 +code: 14502 +c2: 14426 +com: 14422 +file: 14347 +2017: 14105 +search: 14101 +2016: 13983 +12: 13521 +name: 13461 +using: 13450 + +Answer 4: +Number of subdomains found within ics.uci.edu: 130 +Subdomains with count of unique pages within each: +wics.ics.uci.edu: 1873 +cwicsocal18.ics.uci.edu: 12 +student-council.ics.uci.edu: 16 +aiclub.ics.uci.edu: 2 +www.ics.uci.edu: 2985 +sli.ics.uci.edu: 337 +wiki.ics.uci.edu: 1115 +swiki.ics.uci.edu: 306 +speedtest.ics.uci.edu: 1 +ics46-staging-hub.ics.uci.edu: 2 +observium.ics.uci.edu: 1 +gitlab.ics.uci.edu: 3270 +checkin.ics.uci.edu: 5 +elms.ics.uci.edu: 11 +helpdesk.ics.uci.edu: 4 +svn.ics.uci.edu: 1 +instdav.ics.uci.edu: 1 +grape.ics.uci.edu: 356 +mailman.ics.uci.edu: 12 +pgadmin.ics.uci.edu: 1 +ics45c-hub.ics.uci.edu: 2 +hub.ics.uci.edu: 4 +staging-hub.ics.uci.edu: 1 +ics53-hub.ics.uci.edu: 1 +cs260p-staging-hub.ics.uci.edu: 2 +ics46-hub.ics.uci.edu: 2 +julia-hub.ics.uci.edu: 1 +ics53-staging-hub.ics.uci.edu: 1 +ics45c-staging-hub.ics.uci.edu: 1 +cs260p-hub.ics.uci.edu: 1 +pastebin.ics.uci.edu: 1 +phpmyadmin.ics.uci.edu: 50 +onboarding.ics.uci.edu: 1 +intranet.ics.uci.edu: 37 +futurehealth.ics.uci.edu: 148 +isg.ics.uci.edu: 263 +nalini.ics.uci.edu: 7 +luci.ics.uci.edu: 3 +transformativeplay.ics.uci.edu: 46 +stairs.ics.uci.edu: 3 +ugradforms.ics.uci.edu: 1 +courselisting.ics.uci.edu: 4 +hai.ics.uci.edu: 5 +jgarcia.ics.uci.edu: 31 +seal.ics.uci.edu: 7 +malek.ics.uci.edu: 1 +www.informatics.ics.uci.edu: 1 +mondego.ics.uci.edu: 3 +sourcerer.ics.uci.edu: 1 +mswe.ics.uci.edu: 10 +tad.ics.uci.edu: 3 +code.ics.uci.edu: 14 +cs.ics.uci.edu: 12 +acoi.ics.uci.edu: 107 +eli.ics.uci.edu: 4 +www.graphics.ics.uci.edu: 7 +graphics.ics.uci.edu: 2 +fr.ics.uci.edu: 3 +vision.ics.uci.edu: 171 +mcs.ics.uci.edu: 10 +mds.ics.uci.edu: 27 +frost.ics.uci.edu: 2 +dejavu.ics.uci.edu: 1 +archive.ics.uci.edu: 194 +mover.ics.uci.edu: 24 +accessibility.ics.uci.edu: 5 +tutors.ics.uci.edu: 1 +wearablegames.ics.uci.edu: 11 +evoke.ics.uci.edu: 3 +sdcl.ics.uci.edu: 199 +cradl.ics.uci.edu: 17 +redmiles.ics.uci.edu: 1 +mdogucu.ics.uci.edu: 3 +statconsulting.ics.uci.edu: 5 +dgillen.ics.uci.edu: 30 +summeracademy.ics.uci.edu: 6 +emj.ics.uci.edu: 44 +computableplant.ics.uci.edu: 101 +scratch.proteomics.ics.uci.edu: 4 +selectpro.proteomics.ics.uci.edu: 7 +mupro.proteomics.ics.uci.edu: 3 +mlphysics.ics.uci.edu: 18 +cybert.ics.uci.edu: 27 +cdb.ics.uci.edu: 49 +reactions.ics.uci.edu: 7 +chemdb.ics.uci.edu: 1 +motifmap.ics.uci.edu: 2 +motifmap-rna.ics.uci.edu: 2 +betapro.proteomics.ics.uci.edu: 3 +circadiomics.ics.uci.edu: 6 +pepito.proteomics.ics.uci.edu: 5 +cml.ics.uci.edu: 169 +chenli.ics.uci.edu: 10 +ds4all.ics.uci.edu: 3 +tastier.ics.uci.edu: 1 +cloudberry.ics.uci.edu: 42 +flamingo.ics.uci.edu: 21 +icde2023.ics.uci.edu: 46 +hobbes.ics.uci.edu: 10 +psearch.ics.uci.edu: 1 +ipubmed.ics.uci.edu: 1 +asterix.ics.uci.edu: 7 +cbcl.ics.uci.edu: 88 +ngs.ics.uci.edu: 2448 +duttgroup.ics.uci.edu: 134 +xtune.ics.uci.edu: 5 +dynamo.ics.uci.edu: 1 +unite.ics.uci.edu: 10 +radicle.ics.uci.edu: 1 +insite.ics.uci.edu: 7 +industryshowcase.ics.uci.edu: 22 +scale.ics.uci.edu: 6 +www-db.ics.uci.edu: 25 +cert.ics.uci.edu: 15 +esl.ics.uci.edu: 4 +sherlock.ics.uci.edu: 6 +i-sensorium.ics.uci.edu: 5 +www.cert.ics.uci.edu: 1 +create.ics.uci.edu: 6 +statistics-stage.ics.uci.edu: 11 +hpi.ics.uci.edu: 5 +oai.ics.uci.edu: 5 +tutoring.ics.uci.edu: 5 +graphmod.ics.uci.edu: 1 +cyberclub.ics.uci.edu: 50 +hack.ics.uci.edu: 1 +ieee.ics.uci.edu: 5 +informatics.ics.uci.edu: 2 +riscit.ics.uci.edu: 3 +mhcid.ics.uci.edu: 21 diff --git a/scraper.py b/scraper.py index a2812794bc..9b9ceed68d 100644 --- a/scraper.py +++ b/scraper.py @@ -4,17 +4,6 @@ from bs4 import BeautifulSoup import numpy as np -""" -How many unique pages did you find? Uniqueness for the purposes of this assignment is ONLY established by the URL, but discarding the fragment part. So, for example, http://www.ics.uci.edu#aaa and http://www.ics.uci.edu#bbb are the same URL. Even if you implement additional methods for textual similarity detection, please keep considering the above definition of unique pages for the purposes of counting the unique pages in this assignment. -What is the longest page in terms of the number of words? (HTML markup doesn’t count as words) -What are the 50 most common words in the entire set of pages crawled under these domains ? (Ignore English stop words, which can be found, for example, hereLinks to an external site.) Submit the list of common words ordered by frequency. -How many subdomains did you find in the ics.uci.edu domain? Submit the list of subdomains ordered alphabetically and the number of unique pages detected in each subdomain. The content of this list should be lines containing URL, number, for example: -http://vision.ics.uci.edu, 10 (not the actual number here) - - -""" - -# USER_AGENT = "IR UW25 93481481,70321210,65332249,74612160" ALLOWED_DOMAINS = [ r'.*\.ics\.uci\.edu', @@ -34,6 +23,8 @@ subdomain_dict = {} # key: subdomain , value: set of unique urls within it +unique_urls = set() + stopwords = [ "a", "about", "above", "after", "again", "against", "all", "am", "an", "and", "any", "are", "aren't", "as", "at", "be", "because", "been", "before", "being", "below", "between", "both", "but", "by", @@ -55,10 +46,7 @@ def scraper(url, resp): - if url == "https://www.stat.uci.edu/wp-sitemap.xml": - print("SCRAPING SITEMAP") - if resp.status >= 600 and resp.status <= 606: - print(f"CACHE ERROR AT {url}!!!!") + if resp.status >= 400: return [] links = extract_next_links(url, resp) valid_links = set() @@ -66,6 +54,7 @@ def scraper(url, resp): if is_valid(link): valid_links.add(link) if is_valid(url): + unique_urls.add(url) process_info(url, resp) return list(valid_links) @@ -110,10 +99,13 @@ def extract_next_links(url, resp): if len(text) >= 200: # TODO: what should be the threshold? if not enough text, skip it + # print(f"---------EXTRACTING LINKS FROM {url}------------") for a in soup.find_all('a'): href = a.get('href') abs_url = urljoin(url, href) # resolve possible relative url to absolute url - result.add(urldefrag(abs_url)[0]) # defragment and add to result + defragged = urldefrag(abs_url)[0] + result.add(defragged) # defragment and add to result + unique_urls.add(defragged) if url == "https://www.stat.uci.edu/wp-sitemap.xml": print(f"FOLLOWING SITEMAP TO {abs_url}") with open("sitemap_path.txt", "a") as file: @@ -125,7 +117,6 @@ def extract_next_links(url, resp): elif resp.status >= 600 and resp.status <= 606: print(f"***********\nERROR: {resp.error}\n*************") - print(f"---------EXTRACTED LINKS FROM {url}------------") return list(result) @@ -173,7 +164,8 @@ def computeWordFrequencies(token_list): # if dict does not contain token, add it. else, increment value. for token in token_list: if token not in token_frequencies: - token_frequencies[token] = 1 + if len(token) >= 3 and token.isalpha(): + token_frequencies[token] = 1 else: token_frequencies[token] += 1 return token_frequencies @@ -252,7 +244,7 @@ def write_final_output(): try: with open("finaloutput.txt", "w") as outputfile: outputfile.write(f"Answer 1: \n") - outputfile.write(f"Number of unique pages: {len(url_dict)}\n\n") + outputfile.write(f"Number of unique pages: {len(url_dict)} valid VS. {len(unique_urls)} total\n\n") sorted__url_word_count_dict = dict(sorted(url_word_count_dict.items(), key=lambda item: item[1], reverse=True)) longest_page = next(iter(sorted__url_word_count_dict), None) @@ -346,22 +338,35 @@ def is_valid(url): # return False + + # if re.match( + # r".*\.(css|js|war|bmp|gif|jpe?g|ico" + # + r"|png|img|tiff?|mid|mp2|mp3|mp4" + # + r"|wav|avi|mov|mpeg|mpg|ram|m4v|mkv|ogg|ogv|pdf" + # + r"|ps|eps|tex|ppt|pptx|ppsx|doc|docx|xls|xlsx|names" + # + r"|data|dat|apk|sql|exe|bz2|tar|msi|bin|7z|psd|dmg|iso" + # + r"|epub|dll|cnf|tgz|sha1" + # + r"|thmx|mso|arff|rtf|jar|csv" + # + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower()): + # print(f'{url} has bad extension NOT VALID') + # return False - if re.match( - r".*\.(css|js|war|bmp|gif|jpe?g|ico" + if re.search( + r"\.(css|js|bam|war|bmp|gif|jpe?g|ico" + r"|png|img|tiff?|mid|mp2|mp3|mp4" + r"|wav|avi|mov|mpeg|mpg|ram|m4v|mkv|ogg|ogv|pdf" + r"|ps|eps|tex|ppt|pptx|ppsx|doc|docx|xls|xlsx|names" + r"|data|dat|apk|sql|exe|bz2|tar|msi|bin|7z|psd|dmg|iso" + r"|epub|dll|cnf|tgz|sha1" + r"|thmx|mso|arff|rtf|jar|csv" - + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower()): + + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", + parsed.path.lower() + parsed.query.lower()): print(f'{url} has bad extension NOT VALID') return False - # if re.search(r"gitlab.ics.uci.edu", domain) and query: - # print(f'{url} gitlab w/ query NOT VALID') - # return False + if re.search(r"gitlab.ics.uci.edu", domain) and (query or re.search(r"/(commit|tree)/", path)): + print(f'{url} gitlab NOT VALID') + return False if re.search(r"\d{4}-\d{2}-\d{2}", path) or re.search(r"\d{4}-\d{2}", path) or re.search(r"date=\d{4}-\d{2}-\d{2}", query) or re.search(r"ical=1", query): # calendar pages print(f'{url} contains calendar NOT VALID') diff --git a/urllog.txt b/urllog.txt new file mode 100644 index 0000000000..1384336b0b --- /dev/null +++ b/urllog.txt @@ -0,0 +1,16538 @@ +https://www.stat.uci.edu/wp-sitemap.xml - Page Length: 55 words +https://www.informatics.uci.edu - Page Length: 553 words +https://www.informatics.uci.edu/undergrad/student-groups - Page Length: 852 words +http://wics.ics.uci.edu - Page Length: 619 words +http://wics.ics.uci.edu/vghc-2020 - Page Length: 172 words +http://wics.ics.uci.edu/wics-fall-quarter-week-1-icssc-x-wics-meet-and-greet-with-ingram-micro - Page Length: 292 words +http://wics.ics.uci.edu/wics-fall-quarter-week-1-icssc-x-wics-meet-and-greet-with-ingram-micro/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/login - Page Length: 30 words +https://wics.ics.uci.edu/wp-login.php?action=lostpassword - Page Length: 47 words +https://wics.ics.uci.edu/wp-login.php - Page Length: 30 words +http://wics.ics.uci.edu/wics-fall-quarter-week-2-mentorship-mixer-3 - Page Length: 267 words +http://wics.ics.uci.edu/wics-fall-quarter-week-2-zillow-pitch-yourself-workshop - Page Length: 273 words +http://wics.ics.uci.edu/wics-fall-quarter-week-2-zillow-pitch-yourself-workshop/?share=twitter - Page Length: 1 words +http://wics.ics.uci.edu/wics-fall-quarter-week-4-wics-games - Page Length: 270 words +http://wics.ics.uci.edu/wics-fall-quarter-week-4-wics-games/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/wics-fall-quarter-week-3-amazon-ace-your-interview-workshop - Page Length: 276 words +http://wics.ics.uci.edu/wics-fall-quarter-week-3-amazon-ace-your-interview-workshop/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/wics-fall-quarter-week-4-wics-trivia-night - Page Length: 298 words +http://wics.ics.uci.edu/wics-fall-quarter-week-4-wics-trivia-night/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/fall-2020-week-4-northrop-grumman-professional-development-webinar - Page Length: 340 words +http://wics.ics.uci.edu/fall-2020-week-4-northrop-grumman-professional-development-webinar/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/fall-2020-week-5-wics-x-ics-blizzards-battle-net-platform-virtual-info-session - Page Length: 283 words +http://wics.ics.uci.edu/fall-2020-week-5-wics-x-ics-blizzards-battle-net-platform-virtual-info-session/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/fall-2020-week-5-wics-x-ics-blizzards-battle-net-platform-virtual-info-session/?share=twitter - Page Length: 1 words +http://wics.ics.uci.edu/fall-2020-week-5-wics-committee-applications-qa - Page Length: 251 words +http://wics.ics.uci.edu/fall-2020-week-5-wics-committee-applications-qa/?share=twitter - Page Length: 1 words +http://wics.ics.uci.edu/fall-2020-week-5-wics-committee-applications-qa/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/fall-2020-week-6-wics-mentorship-reveal - Page Length: 278 words +http://wics.ics.uci.edu/fall-2020-week-6-wics-mentorship-reveal/?share=twitter - Page Length: 1 words +http://wics.ics.uci.edu/fall-2020-week-6-wics-mentorship-reveal/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/wics-fall-quarter-week-7-intro-to-web-dev-portfolio-workshop - Page Length: 271 words +http://wics.ics.uci.edu/wics-fall-quarter-week-7-intro-to-web-dev-portfolio-workshop/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/wics-fall-quarter-week-7-intro-to-web-dev-portfolio-workshop/?share=twitter - Page Length: 1 words +http://wics.ics.uci.edu/fall-2020-week-7-get-involved-with-undergraduate-research - Page Length: 269 words +http://wics.ics.uci.edu/fall-2020-week-8-wics-x-shpe-x-swe-diverse-women-in-tech-panel - Page Length: 285 words +http://wics.ics.uci.edu/fall-2020-week-9-day-in-a-life-of-a-swe-pm-ui-ux-designer - Page Length: 314 words +http://wics.ics.uci.edu/fall-2020-week-9-day-in-a-life-of-a-swe-pm-ui-ux-designer/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/fall-2020-week-10-wicsmas - Page Length: 268 words +http://wics.ics.uci.edu/fall-2020-week-10-wicsmas/?share=twitter - Page Length: 1 words +http://wics.ics.uci.edu/week-1-wics-first-general-meeting - Page Length: 264 words +http://wics.ics.uci.edu/week-1-wics-first-general-meeting/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/winter-2021-week-2-acm-x-wics-mock-technical-interview-prep - Page Length: 264 words +http://wics.ics.uci.edu/winter-2021-week-2-acm-x-wics-mock-technical-interview-prep/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/winter-2021-week-4-lean-in-session - Page Length: 242 words +http://wics.ics.uci.edu/winter-2021-week-4-lean-in-session/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/winter-2021-week-4-lean-in-session/?share=twitter - Page Length: 1 words +http://wics.ics.uci.edu/fall-2021-week-5-ctc-x-wics-how-to-build-tech-for-social-good - Page Length: 330 words +http://wics.ics.uci.edu/winter-2021-week-6-hack-x-wics-resume-workshop-ft-a-recruiter-from-guess - Page Length: 298 words +http://wics.ics.uci.edu/winter-2021-week-7-wics-mentorship-workshop-2 - Page Length: 260 words +http://wics.ics.uci.edu/winter-2021-week-7-wics-mentorship-workshop-2/?share=facebook - Page Length: 58 words +http://wics.ics.uci.edu/winter-2021-week-8-from-inception-to-delivery-with-intel - Page Length: 360 words 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+https://www.ics.uci.edu - Page Length: 1069 words +https://www.ics.uci.edu/events - Page Length: 1393 words From eb9c0da64a35717b7390c8889b308178e69260c1 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Tue, 18 Feb 2025 11:07:24 -0800 Subject: [PATCH 26/30] Most recent run --- finaloutput.txt | 321 +- scraper.py | 43 +- urllog.txt | 16538 ---------------------------------------------- 3 files changed, 163 insertions(+), 16739 deletions(-) delete mode 100644 urllog.txt diff --git a/finaloutput.txt b/finaloutput.txt index 907fbf233d..2e38d9f058 100644 --- a/finaloutput.txt +++ b/finaloutput.txt @@ -1,192 +1,189 @@ Answer 1: -Number of unique pages: 16538 VS 91188 +Number of unique pages: 15565 Answer 2: -Longest page: http://cdb.ics.uci.edu/supplement/randomSmiles100K with 767282 words +Longest page: https://grape.ics.uci.edu/wiki/public/raw-attachment/wiki/cs221-2019-spring-project2/Team2StressTest.txt with 97610 words Answer 3: List of 50 most common words: -gitlab: 53272 -04: 37389 -cc: 36197 -2021: 33290 -can: 32753 -research: 29464 -2022: 27581 +gitlab: 52397 +can: 32479 +research: 29950 markellekelly: 26855 -cc1: 26163 -project: 24795 -nc: 24302 -cl: 24208 -2020: 23998 -c1: 23557 -data: 23512 -oc: 22951 -10: 22282 -information: 21124 -2019: 20619 -software: 20552 -2023: 20240 -use: 19973 -05: 19428 -2018: 19417 -ics: 19343 -will: 19258 -student: 18300 -uci: 18234 -update: 18181 -example: 18014 -may: 17258 -computer: 16950 -projects: 16773 -id: 15963 -group: 15894 -html: 15752 -11: 15443 -new: 15425 -time: 15125 -events: 14912 -code: 14502 -c2: 14426 -com: 14422 -file: 14347 -2017: 14105 -search: 14101 -2016: 13983 -12: 13521 -name: 13461 -using: 13450 +project: 24910 +data: 23493 +ics: 20942 +software: 20803 +information: 20794 +uci: 20037 +use: 19856 +student: 19470 +will: 19197 +example: 18167 +projects: 17626 +may: 16922 +computer: 16521 +update: 16437 +group: 15896 +html: 15737 +new: 15435 +time: 14749 +support: 13772 +students: 13650 +search: 13648 +file: 13579 +name: 13527 +engineering: 13380 +one: 13374 +using: 13213 +user: 13133 +events: 12618 +informatics: 12403 +code: 12355 +set: 12336 +com: 12329 +graduate: 11963 +automatic: 11717 +undergraduate: 11671 +design: 10920 +also: 10902 +september: 10880 +university: 10857 +june: 10841 +select: 10824 +ramesh: 10698 +news: 10571 +science: 10502 +july: 10483 +application: 10448 Answer 4: -Number of subdomains found within ics.uci.edu: 130 +Number of subdomains found within ics.uci.edu: 127 Subdomains with count of unique pages within each: -wics.ics.uci.edu: 1873 -cwicsocal18.ics.uci.edu: 12 -student-council.ics.uci.edu: 16 +accessibility.ics.uci.edu: 5 +acoi.ics.uci.edu: 105 aiclub.ics.uci.edu: 2 -www.ics.uci.edu: 2985 -sli.ics.uci.edu: 337 -wiki.ics.uci.edu: 1115 -swiki.ics.uci.edu: 306 -speedtest.ics.uci.edu: 1 -ics46-staging-hub.ics.uci.edu: 2 -observium.ics.uci.edu: 1 -gitlab.ics.uci.edu: 3270 +archive.ics.uci.edu: 195 +asterix.ics.uci.edu: 7 +betapro.proteomics.ics.uci.edu: 3 +cbcl.ics.uci.edu: 81 +cdb.ics.uci.edu: 43 +cert.ics.uci.edu: 17 checkin.ics.uci.edu: 5 +chemdb.ics.uci.edu: 1 +chenli.ics.uci.edu: 10 +circadiomics.ics.uci.edu: 6 +cloudberry.ics.uci.edu: 45 +cml.ics.uci.edu: 172 +code.ics.uci.edu: 14 +computableplant.ics.uci.edu: 104 +courselisting.ics.uci.edu: 4 +cradl.ics.uci.edu: 17 +create.ics.uci.edu: 6 +cs.ics.uci.edu: 12 +cs260p-hub.ics.uci.edu: 2 +cs260p-staging-hub.ics.uci.edu: 1 +cwicsocal18.ics.uci.edu: 12 +cyberclub.ics.uci.edu: 50 +cybert.ics.uci.edu: 27 +dgillen.ics.uci.edu: 30 +ds4all.ics.uci.edu: 3 +duttgroup.ics.uci.edu: 114 +dynamo.ics.uci.edu: 1 +eli.ics.uci.edu: 4 elms.ics.uci.edu: 11 +emj.ics.uci.edu: 42 +esl.ics.uci.edu: 4 +evoke.ics.uci.edu: 3 +flamingo.ics.uci.edu: 21 +fr.ics.uci.edu: 3 +frost.ics.uci.edu: 1 +futurehealth.ics.uci.edu: 148 +gitlab.ics.uci.edu: 2399 +grape.ics.uci.edu: 398 +graphics.ics.uci.edu: 2 +graphmod.ics.uci.edu: 1 +hack.ics.uci.edu: 2 +hai.ics.uci.edu: 5 helpdesk.ics.uci.edu: 4 -svn.ics.uci.edu: 1 -instdav.ics.uci.edu: 1 -grape.ics.uci.edu: 356 -mailman.ics.uci.edu: 12 -pgadmin.ics.uci.edu: 1 -ics45c-hub.ics.uci.edu: 2 +hobbes.ics.uci.edu: 10 +hpi.ics.uci.edu: 5 hub.ics.uci.edu: 4 -staging-hub.ics.uci.edu: 1 +i-sensorium.ics.uci.edu: 5 +icde2023.ics.uci.edu: 46 +ics45c-hub.ics.uci.edu: 1 +ics45c-staging-hub.ics.uci.edu: 1 +ics46-hub.ics.uci.edu: 1 +ics46-staging-hub.ics.uci.edu: 2 ics53-hub.ics.uci.edu: 1 -cs260p-staging-hub.ics.uci.edu: 2 -ics46-hub.ics.uci.edu: 2 +ics53-staging-hub.ics.uci.edu: 2 +ieee.ics.uci.edu: 5 +industryshowcase.ics.uci.edu: 21 +informatics.ics.uci.edu: 2 +insite.ics.uci.edu: 7 +instdav.ics.uci.edu: 1 +intranet.ics.uci.edu: 8 +ipubmed.ics.uci.edu: 1 +isg.ics.uci.edu: 262 +jgarcia.ics.uci.edu: 31 julia-hub.ics.uci.edu: 1 -ics53-staging-hub.ics.uci.edu: 1 -ics45c-staging-hub.ics.uci.edu: 1 -cs260p-hub.ics.uci.edu: 1 -pastebin.ics.uci.edu: 1 -phpmyadmin.ics.uci.edu: 50 -onboarding.ics.uci.edu: 1 -intranet.ics.uci.edu: 37 -futurehealth.ics.uci.edu: 148 -isg.ics.uci.edu: 263 -nalini.ics.uci.edu: 7 luci.ics.uci.edu: 3 -transformativeplay.ics.uci.edu: 46 -stairs.ics.uci.edu: 3 -ugradforms.ics.uci.edu: 1 -courselisting.ics.uci.edu: 4 -hai.ics.uci.edu: 5 -jgarcia.ics.uci.edu: 31 -seal.ics.uci.edu: 7 +mailman.ics.uci.edu: 9 malek.ics.uci.edu: 1 -www.informatics.ics.uci.edu: 1 -mondego.ics.uci.edu: 3 -sourcerer.ics.uci.edu: 1 -mswe.ics.uci.edu: 10 -tad.ics.uci.edu: 3 -code.ics.uci.edu: 14 -cs.ics.uci.edu: 12 -acoi.ics.uci.edu: 107 -eli.ics.uci.edu: 4 -www.graphics.ics.uci.edu: 7 -graphics.ics.uci.edu: 2 -fr.ics.uci.edu: 3 -vision.ics.uci.edu: 171 mcs.ics.uci.edu: 10 -mds.ics.uci.edu: 27 -frost.ics.uci.edu: 2 -dejavu.ics.uci.edu: 1 -archive.ics.uci.edu: 194 -mover.ics.uci.edu: 24 -accessibility.ics.uci.edu: 5 -tutors.ics.uci.edu: 1 -wearablegames.ics.uci.edu: 11 -evoke.ics.uci.edu: 3 -sdcl.ics.uci.edu: 199 -cradl.ics.uci.edu: 17 -redmiles.ics.uci.edu: 1 mdogucu.ics.uci.edu: 3 -statconsulting.ics.uci.edu: 5 -dgillen.ics.uci.edu: 30 -summeracademy.ics.uci.edu: 6 -emj.ics.uci.edu: 44 -computableplant.ics.uci.edu: 101 -scratch.proteomics.ics.uci.edu: 4 -selectpro.proteomics.ics.uci.edu: 7 -mupro.proteomics.ics.uci.edu: 3 +mds.ics.uci.edu: 27 +mhcid.ics.uci.edu: 21 mlphysics.ics.uci.edu: 18 -cybert.ics.uci.edu: 27 -cdb.ics.uci.edu: 49 -reactions.ics.uci.edu: 7 -chemdb.ics.uci.edu: 1 -motifmap.ics.uci.edu: 2 motifmap-rna.ics.uci.edu: 2 -betapro.proteomics.ics.uci.edu: 3 -circadiomics.ics.uci.edu: 6 +motifmap.ics.uci.edu: 2 +mover.ics.uci.edu: 24 +mswe.ics.uci.edu: 10 +mupro.proteomics.ics.uci.edu: 3 +nalini.ics.uci.edu: 7 +ngs.ics.uci.edu: 2449 +oai.ics.uci.edu: 5 +observium.ics.uci.edu: 1 +onboarding.ics.uci.edu: 1 +pastebin.ics.uci.edu: 1 pepito.proteomics.ics.uci.edu: 5 -cml.ics.uci.edu: 169 -chenli.ics.uci.edu: 10 -ds4all.ics.uci.edu: 3 -tastier.ics.uci.edu: 1 -cloudberry.ics.uci.edu: 42 -flamingo.ics.uci.edu: 21 -icde2023.ics.uci.edu: 46 -hobbes.ics.uci.edu: 10 +pgadmin.ics.uci.edu: 1 +phpmyadmin.ics.uci.edu: 50 psearch.ics.uci.edu: 1 -ipubmed.ics.uci.edu: 1 -asterix.ics.uci.edu: 7 -cbcl.ics.uci.edu: 88 -ngs.ics.uci.edu: 2448 -duttgroup.ics.uci.edu: 134 -xtune.ics.uci.edu: 5 -dynamo.ics.uci.edu: 1 -unite.ics.uci.edu: 10 radicle.ics.uci.edu: 1 -insite.ics.uci.edu: 7 -industryshowcase.ics.uci.edu: 22 +reactions.ics.uci.edu: 7 +redmiles.ics.uci.edu: 1 +riscit.ics.uci.edu: 3 scale.ics.uci.edu: 6 -www-db.ics.uci.edu: 25 -cert.ics.uci.edu: 15 -esl.ics.uci.edu: 4 +scratch.proteomics.ics.uci.edu: 4 +sdcl.ics.uci.edu: 199 +seal.ics.uci.edu: 7 +selectpro.proteomics.ics.uci.edu: 7 sherlock.ics.uci.edu: 6 -i-sensorium.ics.uci.edu: 5 -www.cert.ics.uci.edu: 1 -create.ics.uci.edu: 6 +sli.ics.uci.edu: 316 +speedtest.ics.uci.edu: 1 +staging-hub.ics.uci.edu: 1 +stairs.ics.uci.edu: 3 +statconsulting.ics.uci.edu: 1 statistics-stage.ics.uci.edu: 11 -hpi.ics.uci.edu: 5 -oai.ics.uci.edu: 5 +student-council.ics.uci.edu: 15 +summeracademy.ics.uci.edu: 6 +svn.ics.uci.edu: 1 +swiki.ics.uci.edu: 221 +tad.ics.uci.edu: 3 +tastier.ics.uci.edu: 1 +transformativeplay.ics.uci.edu: 46 tutoring.ics.uci.edu: 5 -graphmod.ics.uci.edu: 1 -cyberclub.ics.uci.edu: 50 -hack.ics.uci.edu: 1 -ieee.ics.uci.edu: 5 -informatics.ics.uci.edu: 2 -riscit.ics.uci.edu: 3 -mhcid.ics.uci.edu: 21 +tutors.ics.uci.edu: 1 +ugradforms.ics.uci.edu: 1 +unite.ics.uci.edu: 10 +vision.ics.uci.edu: 171 +wearablegames.ics.uci.edu: 11 +wics.ics.uci.edu: 1439 +wiki.ics.uci.edu: 1367 +www-db.ics.uci.edu: 25 +www.cert.ics.uci.edu: 1 +www.graphics.ics.uci.edu: 7 +www.ics.uci.edu: 3159 +www.informatics.ics.uci.edu: 1 +xtune.ics.uci.edu: 5 diff --git a/scraper.py b/scraper.py index 9b9ceed68d..fdb6818842 100644 --- a/scraper.py +++ b/scraper.py @@ -195,13 +195,6 @@ def process_info(url, resp): print(f"Error saving content from {url} to file...") - # TODO: do we put it here AND extract_next, or only one of them? - # simhash = compute_simhash(clean_text) - # if is_near_duplicate(simhash): - # return - - # simhash_set.add(tuple(simhash)) - # TOKENIZING token_list = tokenize("content.txt") word_count_dict = computeWordFrequencies(token_list) @@ -230,12 +223,6 @@ def process_info(url, resp): if url_subdomain not in subdomain_dict: subdomain_dict[url_subdomain] = set() subdomain_dict[url_subdomain].add(clean_url) - - try: - with open("urllog.txt", "a") as log_file: # Open in append mode - log_file.write(f"{clean_url} - Page Length: {url_word_count_dict[clean_url]} words\n") - except Exception as e: - print(f"Error writing log for {clean_url}: {e}") @@ -244,15 +231,12 @@ def write_final_output(): try: with open("finaloutput.txt", "w") as outputfile: outputfile.write(f"Answer 1: \n") - outputfile.write(f"Number of unique pages: {len(url_dict)} valid VS. {len(unique_urls)} total\n\n") + outputfile.write(f"Number of unique pages: {len(url_dict)}\n") sorted__url_word_count_dict = dict(sorted(url_word_count_dict.items(), key=lambda item: item[1], reverse=True)) longest_page = next(iter(sorted__url_word_count_dict), None) words_in_longest_page = sorted__url_word_count_dict.get(longest_page, 0) - #longest_page = list(sorted__url_word_count_dict.keys())[0] - #words_in_longest_page = list(sorted__url_word_count_dict.values())[0] - outputfile.write(f"Answer 2: \n") outputfile.write(f"Longest page: {longest_page} with {words_in_longest_page} words\n\n") @@ -273,8 +257,8 @@ def write_final_output(): outputfile.write(f"Number of subdomains found within ics.uci.edu: {unique_subdomain_count}\n") outputfile.write(f"Subdomains with count of unique pages within each: \n") - for key, val in subdomain_dict.items(): - count = len(val) + for key in sorted(subdomain_dict): + count = len(subdomain_dict[key]) outputfile.write(f"{key}: {count}\n") @@ -317,25 +301,6 @@ def is_valid(url): if not any(re.match(pattern, domain) for pattern in ALLOWED_DOMAINS): # print(f"{url} bad domain NOT VALID") return False - - - # robot.txt filters - # if re.match(ALLOWED_DOMAINS[0], domain): - # if not robot_parsers[0].can_fetch(USER_AGENT, url): - # print(f"{url} *****DISALLOWED IN ROBOTS*****") - # return False - # elif re.match(ALLOWED_DOMAINS[1], domain): - # if not robot_parsers[1].can_fetch(USER_AGENT, url): - # print(f"{url} *****DISALLOWED IN ROBOTS*****") - # return False - # elif re.match(ALLOWED_DOMAINS[2], domain): - # if not robot_parsers[2].can_fetch(USER_AGENT, url): - # print(f"{url} *****DISALLOWED IN ROBOTS*****") - # return False - # elif re.match(ALLOWED_DOMAINS[3], domain): - # if not robot_parsers[3].can_fetch(USER_AGENT, url): - # print(f"{url} *****DISALLOWED IN ROBOTS*****") - # return False @@ -364,7 +329,7 @@ def is_valid(url): print(f'{url} has bad extension NOT VALID') return False - if re.search(r"gitlab.ics.uci.edu", domain) and (query or re.search(r"/(commit|tree)/", path)): + if re.search(r"gitlab.ics.uci.edu", domain) and (re.search(r"/(commit|tree)/", path)): print(f'{url} gitlab NOT VALID') return False diff --git a/urllog.txt b/urllog.txt deleted file mode 100644 index 1384336b0b..0000000000 --- a/urllog.txt +++ /dev/null @@ -1,16538 +0,0 @@ -https://www.stat.uci.edu/wp-sitemap.xml - Page Length: 55 words -https://www.informatics.uci.edu - Page Length: 553 words -https://www.informatics.uci.edu/undergrad/student-groups - Page Length: 852 words -http://wics.ics.uci.edu - Page Length: 619 words -http://wics.ics.uci.edu/vghc-2020 - Page Length: 172 words -http://wics.ics.uci.edu/wics-fall-quarter-week-1-icssc-x-wics-meet-and-greet-with-ingram-micro - Page Length: 292 words -http://wics.ics.uci.edu/wics-fall-quarter-week-1-icssc-x-wics-meet-and-greet-with-ingram-micro/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/login - Page Length: 30 words -https://wics.ics.uci.edu/wp-login.php?action=lostpassword - Page Length: 47 words -https://wics.ics.uci.edu/wp-login.php - Page Length: 30 words -http://wics.ics.uci.edu/wics-fall-quarter-week-2-mentorship-mixer-3 - Page Length: 267 words -http://wics.ics.uci.edu/wics-fall-quarter-week-2-zillow-pitch-yourself-workshop - Page Length: 273 words -http://wics.ics.uci.edu/wics-fall-quarter-week-2-zillow-pitch-yourself-workshop/?share=twitter - Page Length: 1 words -http://wics.ics.uci.edu/wics-fall-quarter-week-4-wics-games - Page Length: 270 words -http://wics.ics.uci.edu/wics-fall-quarter-week-4-wics-games/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/wics-fall-quarter-week-3-amazon-ace-your-interview-workshop - Page Length: 276 words -http://wics.ics.uci.edu/wics-fall-quarter-week-3-amazon-ace-your-interview-workshop/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/wics-fall-quarter-week-4-wics-trivia-night - Page Length: 298 words -http://wics.ics.uci.edu/wics-fall-quarter-week-4-wics-trivia-night/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/fall-2020-week-4-northrop-grumman-professional-development-webinar - Page Length: 340 words -http://wics.ics.uci.edu/fall-2020-week-4-northrop-grumman-professional-development-webinar/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/fall-2020-week-5-wics-x-ics-blizzards-battle-net-platform-virtual-info-session - Page Length: 283 words -http://wics.ics.uci.edu/fall-2020-week-5-wics-x-ics-blizzards-battle-net-platform-virtual-info-session/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/fall-2020-week-5-wics-x-ics-blizzards-battle-net-platform-virtual-info-session/?share=twitter - Page Length: 1 words -http://wics.ics.uci.edu/fall-2020-week-5-wics-committee-applications-qa - Page Length: 251 words -http://wics.ics.uci.edu/fall-2020-week-5-wics-committee-applications-qa/?share=twitter - Page Length: 1 words -http://wics.ics.uci.edu/fall-2020-week-5-wics-committee-applications-qa/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/fall-2020-week-6-wics-mentorship-reveal - Page Length: 278 words -http://wics.ics.uci.edu/fall-2020-week-6-wics-mentorship-reveal/?share=twitter - Page Length: 1 words -http://wics.ics.uci.edu/fall-2020-week-6-wics-mentorship-reveal/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/wics-fall-quarter-week-7-intro-to-web-dev-portfolio-workshop - Page Length: 271 words -http://wics.ics.uci.edu/wics-fall-quarter-week-7-intro-to-web-dev-portfolio-workshop/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/wics-fall-quarter-week-7-intro-to-web-dev-portfolio-workshop/?share=twitter - Page Length: 1 words -http://wics.ics.uci.edu/fall-2020-week-7-get-involved-with-undergraduate-research - Page Length: 269 words -http://wics.ics.uci.edu/fall-2020-week-8-wics-x-shpe-x-swe-diverse-women-in-tech-panel - Page Length: 285 words -http://wics.ics.uci.edu/fall-2020-week-9-day-in-a-life-of-a-swe-pm-ui-ux-designer - Page Length: 314 words -http://wics.ics.uci.edu/fall-2020-week-9-day-in-a-life-of-a-swe-pm-ui-ux-designer/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/fall-2020-week-10-wicsmas - Page Length: 268 words -http://wics.ics.uci.edu/fall-2020-week-10-wicsmas/?share=twitter - Page Length: 1 words -http://wics.ics.uci.edu/week-1-wics-first-general-meeting - Page Length: 264 words -http://wics.ics.uci.edu/week-1-wics-first-general-meeting/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/winter-2021-week-2-acm-x-wics-mock-technical-interview-prep - Page Length: 264 words -http://wics.ics.uci.edu/winter-2021-week-2-acm-x-wics-mock-technical-interview-prep/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/winter-2021-week-4-lean-in-session - Page Length: 242 words -http://wics.ics.uci.edu/winter-2021-week-4-lean-in-session/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/winter-2021-week-4-lean-in-session/?share=twitter - Page Length: 1 words -http://wics.ics.uci.edu/fall-2021-week-5-ctc-x-wics-how-to-build-tech-for-social-good - Page Length: 330 words -http://wics.ics.uci.edu/winter-2021-week-6-hack-x-wics-resume-workshop-ft-a-recruiter-from-guess - Page Length: 298 words -http://wics.ics.uci.edu/winter-2021-week-7-wics-mentorship-workshop-2 - Page Length: 260 words -http://wics.ics.uci.edu/winter-2021-week-7-wics-mentorship-workshop-2/?share=facebook - Page Length: 58 words -http://wics.ics.uci.edu/winter-2021-week-8-from-inception-to-delivery-with-intel - Page Length: 360 words -http://wics.ics.uci.edu/winter-2021-week-8-from-inception-to-delivery-with-intel/?share=twitter - Page Length: 1 words -http://wics.ics.uci.edu/winter-2021-week-9-self-care-session - Page Length: 284 words -http://wics.ics.uci.edu/winter-2021-week-10-wicsdoro-study-night - Page Length: 283 words -http://wics.ics.uci.edu/winter-2021-week-10-wicsdoro-study-night/?share=twitter - Page Length: 1 words -http://wics.ics.uci.edu/winter-2021-week-10-wicsdoro-study-night/?share=facebook - Page Length: 58 words 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-https://www.ics.uci.edu - Page Length: 1069 words -https://www.ics.uci.edu/events - Page Length: 1393 words From 8a68fe0845c403f8f8e3802db631917c5d045605 Mon Sep 17 00:00:00 2001 From: Crystal Popeney Date: Tue, 18 Feb 2025 12:20:09 -0800 Subject: [PATCH 27/30] Added more comments, cleaned up a bit --- crawler/worker.py | 28 ++++++------- scraper.py | 103 +++++++++++++++++++++------------------------- 2 files changed, 61 insertions(+), 70 deletions(-) diff --git a/crawler/worker.py b/crawler/worker.py index 84fda53a3b..16190b961d 100644 --- a/crawler/worker.py +++ b/crawler/worker.py @@ -21,6 +21,7 @@ def __init__(self, worker_id, config, frontier): assert {getsource(scraper).find(req) for req in {"from urllib.request import", "import urllib.request"}} == {-1}, "Do not use urllib.request in scraper.py" super().__init__(daemon=True) + # For parsing robots.txt files after downloading def parse_robot_file(self, resp, robot_parser): if resp.status == 200: if resp.raw_response: @@ -28,50 +29,50 @@ def parse_robot_file(self, resp, robot_parser): lines = resp.raw_response.content.decode("utf-8").splitlines() robot_parser.parse(lines) + # Checks each domain, returns True if the robot_parser.can_fetch, False if not. def robot_allowed(self, robot_parsers, url): parsed = urlparse(url) domain = parsed.netloc.lower() if re.match(scraper.ALLOWED_DOMAINS[0], domain): if not robot_parsers[0].can_fetch(self.config.user_agent, url): - print(f"{url} *****DISALLOWED IN ROBOTS*****") + # print(f"{url} *****DISALLOWED IN ROBOTS*****") return False elif re.match(scraper.ALLOWED_DOMAINS[1], domain): if not robot_parsers[1].can_fetch(self.config.user_agent, url): - print(f"{url} *****DISALLOWED IN ROBOTS*****") + # print(f"{url} *****DISALLOWED IN ROBOTS*****") return False elif re.match(scraper.ALLOWED_DOMAINS[2], domain): if not robot_parsers[2].can_fetch(self.config.user_agent, url): - print(f"{url} *****DISALLOWED IN ROBOTS*****") + # print(f"{url} *****DISALLOWED IN ROBOTS*****") return False elif re.match(scraper.ALLOWED_DOMAINS[3], domain): if not robot_parsers[3].can_fetch(self.config.user_agent, url): - print(f"{url} *****DISALLOWED IN ROBOTS*****") + # print(f"{url} *****DISALLOWED IN ROBOTS*****") return False return True def run(self): - # download the robots.txt files for each domain - print("downloading robots...............") + # Download the robots.txt files for each domain ics_resp = download("https://www.ics.uci.edu/robots.txt", self.config) cs_resp = download("https://www.cs.uci.edu/robots.txt", self.config) inf_resp = download("https://www.informatics.uci.edu/robots.txt", self.config) stat_resp = download("https://www.stat.uci.edu/robots.txt", self.config) robot_responses = [ics_resp, cs_resp, inf_resp, stat_resp] - # create a robot file parser for each robots.txt file + # Create a robot file parser for each robots.txt file ICS_RP = RobotFileParser() CS_RP = RobotFileParser() INF_RP = RobotFileParser() STAT_RP = RobotFileParser() - robot_parsers = [ICS_RP, CS_RP, INF_RP, STAT_RP] - # parse each robots.txt file, if there are sitemaps, remove the from frontier and replace with sitemap - # TODO: is this the right idea? do i add the sitemap to the seed urls instead? + # Parse each robots.txt file for i in range(0,4): - print(f"parsing {robot_responses[i].url}................") self.parse_robot_file(robot_responses[i], robot_parsers[i]) - + + """Attempt at checking sitemaps: + If there are sitemaps for this domain, remove the original domain from + frontier and replace with the sitemap.""" # sitemaps = robot_parsers[i].site_maps() # if sitemaps: # print(f"REMOVING {robot_responses[i].url[:-11]}") @@ -79,7 +80,6 @@ def run(self): # for map in sitemaps: # print(f"REPLACING WITH {map}") # self.frontier.add_url(map) - # print(f"++++++SEEDS: {[seed for seed in self.config.seed_urls]}") while True: @@ -87,7 +87,7 @@ def run(self): if not tbd_url: self.logger.info("Frontier is empty. Stopping Crawler.") break - # TODO: maybe check if valid here, but we already check in scraper too + # Only download url if allowed in robots.txt if self.robot_allowed(robot_parsers, tbd_url): resp = download(tbd_url, self.config, self.logger) self.logger.info( diff --git a/scraper.py b/scraper.py index fdb6818842..61837689fd 100644 --- a/scraper.py +++ b/scraper.py @@ -23,7 +23,6 @@ subdomain_dict = {} # key: subdomain , value: set of unique urls within it -unique_urls = set() stopwords = [ "a", "about", "above", "after", "again", "against", "all", "am", "an", "and", "any", "are", "aren't", @@ -46,22 +45,24 @@ def scraper(url, resp): + # Ignore any urls that return error codes if resp.status >= 400: return [] links = extract_next_links(url, resp) valid_links = set() + # We only want to scrape valid links for link in links: if is_valid(link): valid_links.add(link) + # Analyzing the url if valid for final output if is_valid(url): - unique_urls.add(url) process_info(url, resp) return list(valid_links) """ -source for absolute path resolution : https://blog.finxter.com/scraping-the-absolute-url-of-instead-of-the-relative-path-using-beautifulsoup/ +Source for absolute path resolution : https://blog.finxter.com/scraping-the-absolute-url-of-instead-of-the-relative-path-using-beautifulsoup/ """ def extract_next_links(url, resp): result = set() @@ -73,53 +74,49 @@ def extract_next_links(url, resp): # resp.raw_response.url: the url, again # resp.raw_response.content: the content of the page! # Return a list with the hyperlinks (as strings) scrapped from resp.raw_response.content + + # Check for valid status codes & existence of raw_response if (resp.status >= 200 and resp.status < 400) and resp.raw_response: - - html_doc = resp.raw_response.content - - # make sure page has content + # Make sure page has content if len(html_doc) > 0: soup = BeautifulSoup(html_doc, "lxml") text = soup.get_text() + # Checking for large file & low information value if "Content-Length" in resp.raw_response.headers: file_bytes = int(re.sub(r'\D', '', resp.raw_response.headers["Content-Length"])) - if file_bytes > 3000000 and len(text) < 200: #TODO: adjust threshold - print("*****LARGE FILE LOW INFO, SKIP*****") + # Thresholds are 5 MB and 250 characters + if file_bytes > 5000000 and len(text) < 250: + # print("*****LARGE FILE LOW INFO, SKIP*****") return [] - + # Checking for duplicates simhash = compute_simhash(text) if is_near_duplicate(simhash): return [] - + # Adding to simhash_set for future reference if duplicate not found simhash_set.add(tuple(simhash)) - - - if len(text) >= 200: # TODO: what should be the threshold? if not enough text, skip it - # print(f"---------EXTRACTING LINKS FROM {url}------------") + # Threshold for low text data is 250 characters (about 50 words) + if len(text) >= 250: for a in soup.find_all('a'): href = a.get('href') - abs_url = urljoin(url, href) # resolve possible relative url to absolute url + # resolve possible relative url to absolute url + abs_url = urljoin(url, href) + # defragment and add to result defragged = urldefrag(abs_url)[0] - result.add(defragged) # defragment and add to result - unique_urls.add(defragged) - if url == "https://www.stat.uci.edu/wp-sitemap.xml": - print(f"FOLLOWING SITEMAP TO {abs_url}") - with open("sitemap_path.txt", "a") as file: - file.write(f"FOLLOWING SITEMAP TO {abs_url}") - else: - print("*****NOT ENOUGH TEXT DATA*****") - else: - print("------200 CODE BUT NO DATA--------") + result.add(defragged) elif resp.status >= 600 and resp.status <= 606: print(f"***********\nERROR: {resp.error}\n*************") + return list(result) + +"""SIMHASH METHODS""" + def compute_simhash(text, bit_length=64): try: vector = np.zeros(bit_length) @@ -141,13 +138,13 @@ def hamming_distance(h1, h2): def is_near_duplicate(simhash): for existing_hash in simhash_set: if hamming_distance(np.array(existing_hash), simhash) < SIMHASH_THRESHOLD: - print(f"--------FOUND NEAR DUPLICATE--------") + # print(f"--------FOUND NEAR DUPLICATE--------") return True return False - -#TODO: update this, missed points +"""ANALYSIS & FINAL REPORT METHODS""" + def tokenize(file_name): token_list = [] with open(file_name, 'r') as file: @@ -170,10 +167,9 @@ def computeWordFrequencies(token_list): token_frequencies[token] += 1 return token_frequencies - def process_info(url, resp): - #STRIP these just to be safe + # STRIP these just to be safe clean_url = urldefrag(resp.url)[0].strip() # the unique url w/o the fragement @@ -225,7 +221,6 @@ def process_info(url, resp): subdomain_dict[url_subdomain].add(clean_url) - def write_final_output(): try: @@ -266,6 +261,8 @@ def write_final_output(): print(e) +"""VALIDITY TESTING METHODS""" + def repeated_segments(path): # Split the path into non-empty segments segments = [seg for seg in path.split('/') if seg] @@ -278,7 +275,7 @@ def repeated_segments(path): group = segments[i:i+group_len] next_group = segments[i+group_len:i+2*group_len] if group == next_group: - print(f"Found repeated group {group} in segments: {segments}") + # print(f"Found repeated group {group} in segments: {segments}") return True return False @@ -302,20 +299,6 @@ def is_valid(url): # print(f"{url} bad domain NOT VALID") return False - - - # if re.match( - # r".*\.(css|js|war|bmp|gif|jpe?g|ico" - # + r"|png|img|tiff?|mid|mp2|mp3|mp4" - # + r"|wav|avi|mov|mpeg|mpg|ram|m4v|mkv|ogg|ogv|pdf" - # + r"|ps|eps|tex|ppt|pptx|ppsx|doc|docx|xls|xlsx|names" - # + r"|data|dat|apk|sql|exe|bz2|tar|msi|bin|7z|psd|dmg|iso" - # + r"|epub|dll|cnf|tgz|sha1" - # + r"|thmx|mso|arff|rtf|jar|csv" - # + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower()): - # print(f'{url} has bad extension NOT VALID') - # return False - if re.search( r"\.(css|js|bam|war|bmp|gif|jpe?g|ico" + r"|png|img|tiff?|mid|mp2|mp3|mp4" @@ -326,29 +309,37 @@ def is_valid(url): + r"|thmx|mso|arff|rtf|jar|csv" + r"|rm|smil|wmv|swf|wma|zip|rar|gz)$", parsed.path.lower() + parsed.query.lower()): - print(f'{url} has bad extension NOT VALID') + # print(f'{url} has bad extension NOT VALID') return False + # Check for individual commits in gitlab if re.search(r"gitlab.ics.uci.edu", domain) and (re.search(r"/(commit|tree)/", path)): - print(f'{url} gitlab NOT VALID') + # print(f'{url} gitlab NOT VALID') return False - if re.search(r"\d{4}-\d{2}-\d{2}", path) or re.search(r"\d{4}-\d{2}", path) or re.search(r"date=\d{4}-\d{2}-\d{2}", query) or re.search(r"ical=1", query): # calendar pages - print(f'{url} contains calendar NOT VALID') + # Check for calendar pages + if re.search(r"\d{4}-\d{2}-\d{2}", path) or re.search(r"\d{4}-\d{2}", path) or re.search(r"date=\d{4}-\d{2}-\d{2}", query) or re.search(r"ical=1", query): + # print(f'{url} contains calendar NOT VALID') return False - if re.search(r"/(datasets|files)/", path): - print(f'{url} large data set NOT VALID') + # Try to avoid large datasets + if re.search(r"/(datasets|dataset|files)/", path): + # print(f'{url} large data set NOT VALID') + return False - if re.search(r"(tab_files=|do=media|image=|do=diff|action=diff|version=|ver=|do=edit|rev=|do=revisions)", query): # media/dynamic/diff pages + # Check for media/dynamic/diff/revision pages + if re.search(r"(tab_files=|do=media|image=|do=diff|action=diff|version=|ver=|do=edit|rev=|do=revisions)", query): return False - if re.search(r"[?&]page=\d+", parsed.query): #ignore pagination links + # Avoid pagination links + if re.search(r"[?&]page=\d+", parsed.query): return False - if re.search(r"session|sid|track|utm_", parsed.query, re.IGNORECASE): # ignore tracking params + # Avoid tracking params + if re.search(r"session|sid|track|utm_", parsed.query, re.IGNORECASE): return False + # Avoid repeated patterns in paths if repeated_segments(path): return False From a97bf31fb04c05b846f45b6bd273ea5bb21ea697 Mon Sep 17 00:00:00 2001 From: Crystal Popeney <114192856+crystalpop@users.noreply.github.com> Date: Tue, 18 Feb 2025 12:47:58 -0800 Subject: [PATCH 28/30] Delete report.txt --- report.txt | 1 - 1 file changed, 1 deletion(-) delete mode 100644 report.txt diff --git a/report.txt b/report.txt deleted file mode 100644 index d06dce84b0..0000000000 --- a/report.txt +++ /dev/null @@ -1 +0,0 @@ -https://twitter.com/wicsuci NOT VALID \ No newline at end of file From 4d159b35e9bdaaa500183e14ba9a685adcd871e3 Mon Sep 17 00:00:00 2001 From: Crystal Popeney <114192856+crystalpop@users.noreply.github.com> Date: Tue, 18 Feb 2025 14:47:21 -0800 Subject: [PATCH 29/30] Update extension checks --- scraper.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scraper.py b/scraper.py index 1730e613a3..5098f6a11d 100644 --- a/scraper.py +++ b/scraper.py @@ -300,7 +300,7 @@ def is_valid(url): return False if re.search( - r"\.(css|js|bam|war|bmp|gif|jpe?g|ico" + r"\.(css|js|bam|war|bmp|gif|jpe?g|lif|ico" + r"|png|img|tiff?|mid|mp2|mp3|mp4" + r"|wav|avi|mov|mpeg|mpg|ram|m4v|mkv|ogg|ogv|pdf" + r"|ps|eps|tex|ppt|pptx|ppsx|doc|docx|xls|xlsx|names" From 96f4aff463921e030ddd8d25ffc83b4853032108 Mon Sep 17 00:00:00 2001 From: Crystal Popeney <114192856+crystalpop@users.noreply.github.com> Date: Tue, 18 Feb 2025 14:53:11 -0800 Subject: [PATCH 30/30] Update scraper.py: change threshold back to 3 MB --- scraper.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scraper.py b/scraper.py index 5098f6a11d..c2559cf512 100644 --- a/scraper.py +++ b/scraper.py @@ -88,7 +88,7 @@ def extract_next_links(url, resp): if "Content-Length" in resp.raw_response.headers: file_bytes = int(re.sub(r'\D', '', resp.raw_response.headers["Content-Length"])) # Thresholds are 5 MB and 250 characters - if file_bytes > 5000000 and len(text) < 250: + if file_bytes > 3000000 and len(text) < 250: # print("*****LARGE FILE LOW INFO, SKIP*****") return []