""" Provides the spider functionality (website checks). """ import argparse import hashlib import json import logging import os import random import re import shutil import statistics from datetime import datetime from socket import gethostbyname_ex from urllib.parse import urljoin from urllib.parse import urlparse import requests import yaml import tenacity from bs4 import BeautifulSoup from git import Repo from selenium import webdriver from google.cloud import datastore from google.api_core.exceptions import Aborted from google.api_core.exceptions import InvalidArgument # configuration # connection timeout for website checks (seconds) CONNECT_TIMEOUT = 5 # response timeout for website checks READ_TIMEOUT = 10 # Git repo for our data GREEN_DIRECTORY_REPO = 'https://github.com/netzbegruenung/green-directory.git' # folder in that repo that holds the data GREEN_DIRECTORY_DATA_PATH = 'data/countries/de' GREEN_DIRECTORY_LOCAL_PATH = './cache/green-directory' RESULT_PATH = '/out' # IP address of the newthinking GCMS server GCMS_IP = "91.102.13.20" JOB_DATASTORE_KIND = 'spider-jobs' RESULTS_DATASTORE_KIND = 'spider-results' # end configuration DATASTORE_CLIENT = None def chunks(the_list, size): """ Yield successive n-sized chunks from list the_list where n = size. """ for i in range(0, len(the_list), size): yield the_list[i:i + size] def create_jobs(url=None): """ Read all URLs from green directory and fill a job database with one job per URL. Alternatively, if the url argument is given, only the given URL will be added as a spider job. """ # refresh our local clone of the green directory logging.info("Refreshing green-directory clone") get_green_directory() # build the list of website URLs to run checks for logging.info("Processing green-directory") input_entries = [] count = 0 for entry in dir_entries(): if 'type' not in entry: logging.error("Entry without type") continue if 'urls' not in entry: logging.debug("Entry %s does not have any URLs.", repr_entry(entry)) continue website_url = None for index in range(len(entry['urls'])): try: if entry['urls'][index]['type'] == "WEBSITE": website_url = entry['urls'][index]['url'] if website_url: if url is not None and website_url != url: continue input_entries.append({ "url": website_url, "level": entry.get("level"), "state": entry.get("state"), "district": entry.get("district"), "city": entry.get("city"), }) count += 1 except NameError: logging.error("Error in %s: 'url' key missing (%s)", repr_entry(entry), entry['urls'][index]) # ensure the passed URL argument is really there, even if not part # of the directory. if url and count == 0: logging.info("Adding job for URL %s which is not part of green-directory", url) input_entries.append({ "url": url, "level": None, "state": None, "district": None, "city": None, }) # randomize order, to distribute requests over servers logging.debug("Shuffling input URLs") random.seed() random.shuffle(input_entries) count = 0 logging.info("Writing jobs") entities = [] for entry in input_entries: key = DATASTORE_CLIENT.key(JOB_DATASTORE_KIND, entry["url"]) entity = datastore.Entity(key=key) entity.update({ "created": datetime.utcnow(), "level": entry["level"], "state": entry["state"], "district": entry["district"], "city": entry["city"], }) entities.append(entity) # commmit to DB for chunk in chunks(entities, 300): logging.debug("Writing jobs chunk of length %d", len(chunk)) DATASTORE_CLIENT.put_multi(chunk) count += len(chunk) logging.info("Writing jobs done, %s jobs added", count) def get_green_directory(): """ Clones the source of website URLs, the green directory, into the local file system using git """ if os.path.exists(GREEN_DIRECTORY_LOCAL_PATH): shutil.rmtree(GREEN_DIRECTORY_LOCAL_PATH) Repo.clone_from(GREEN_DIRECTORY_REPO, GREEN_DIRECTORY_LOCAL_PATH) def dir_entries(): """ Iterator over all data files in the cloned green directory """ path = os.path.join(GREEN_DIRECTORY_LOCAL_PATH, GREEN_DIRECTORY_DATA_PATH) for root, _, files in os.walk(path): for fname in files: filepath = os.path.join(root, fname) if not filepath.endswith(".yaml"): continue with open(filepath, 'r', encoding='utf8') as yamlfile: for doc in yaml.load_all(yamlfile): yield doc def repr_entry(entry): """ Return string representation of a directory entry, for logging/debugging purposes """ ret = entry['type'] if 'level' in entry: ret += "/" + entry['level'] if 'state' in entry: ret += "/" + entry['state'] if 'district' in entry: ret += "/" + entry['district'] return ret def derive_test_hostnames(hostname): """ Derives the hostnames variants to test for a given host name. From 'gruene-x.de' or 'www.gruene-x.de' it makes ['gruene-x.de', 'www.gruene-x.de'] which are both plausible web URLs to be used for a domain. """ hostnames = set() hostnames.add(hostname) if hostname.startswith('www.'): hostnames.add(hostname[4:]) else: hostnames.add('www.' + hostname) return sorted(list(hostnames)) def reduce_urls(urllist): """ Reduce a list of urls with metadata by eliminating those that either don't work or lead somewhere else """ targets = set() for url in urllist: if url['error'] is not None: continue if url['redirects_to'] is not None: targets.add(url['redirects_to']) else: targets.add(url['url']) return sorted(list(targets)) def normalize_title(title): """ Removes garbage from HTML page titles """ title = title.replace(u'\u00a0', ' ') title = title.replace(' ', ' ') title = title.strip() return title def check_responsiveness(url): """ Checks - whether a page adapts to different viewport sizes - whether a viewport meta tag exists and returns details """ details = { 'document_width': {}, 'viewport_meta_tag': None, } # sizes we check for (width, height) sizes = ( (320, 480), # old smartphone (768, 1024), # older tablet or newer smartphone (1024, 768), # older desktop or horiz. tablet (1920, 1080), # Full HD horizontal ) # Our selenium user agent using PhantomJS/Webkit as an engine driver = webdriver.PhantomJS() driver.set_window_size(sizes[0][0], sizes[0][1]) driver.get(url) for (width, height) in sizes: driver.set_window_size(width, height) key = "%sx%s" % (width, height) width = driver.execute_script("return document.body.scrollWidth") details['document_width'][key] = int(width) try: element = driver.find_element_by_xpath("//meta[@name='viewport']") details['viewport_meta_tag'] = element.get_attribute('content') except: pass return details def check_content(req): """ Adds details to check regarding content of the page check: the dict containing details for this URL r: requests request/response object """ result = {} result['encoding'] = req.encoding.lower() soup = BeautifulSoup(req.text, 'html.parser') result['html'] = req.text # page title result['title'] = None title = None head = soup.find('head') if head is not None: title = head.find('title') if title is not None: result['title'] = normalize_title(title.get_text()) # canonical link result['canonical_link'] = None link = soup.find('link', rel='canonical') if link: result['canonical_link'] = urljoin(req.url, link.get('href')) # icon result['icon'] = None link = soup.find('link', rel=lambda x: x and x.lower() == 'icon') if link: result['icon'] = urljoin(req.url, link.get('href')) else: link = soup.find('link', rel=lambda x: x and x.lower() == 'shortcut icon') if link: result['icon'] = urljoin(req.url, link.get('href')) # feed links result['feeds'] = [] rss_links = soup.find_all('link', type='application/rss+xml') atom_links = soup.find_all('link', type='application/atom+xml') if rss_links: for link in rss_links: result['feeds'].append(urljoin(req.url, link.get('href'))) if atom_links: for link in rss_links: result['feeds'].append(urljoin(req.url, link.get('href'))) # generator meta tag result['generator'] = None if head is not None: generator = head.select('[name=generator]') if generator: result['generator'] = generator[0].get('content') # opengraph meta tags result['opengraph'] = None opengraph = set() if head is not None: for item in head.find_all(property=re.compile('^og:')): opengraph.add(item.get('property')) for item in head.find_all(itemprop=re.compile('^og:')): opengraph.add(item.get('itemprop')) if opengraph: result['opengraph'] = sorted(list(opengraph)) return result def collect_ipv4_addresses(hostname_dict): """ Return list of unique IPv4 addresses """ ips = set() for item in hostname_dict.values(): if 'ip_addresses' not in item: continue for ip_addr in item['ip_addresses']: ips.add(ip_addr) return sorted(list(ips)) def parse_generator(generator): """ Return well known CMS names from generator """ generator = generator.lower() if 'typo3' in generator: return "typo3" if 'wordpress' in generator: return "wordpress" if 'drupal' in generator: return "drupal" if 'joomla' in generator: return "joomla" return generator def check_site(entry): """ Performs our site check and returns results as a dict. 1. Normalize the input URL and derive the URLs to check for 2. HEAD the check urls 3. Determine the canonical URL 4. Run full check on canonical URL """ headers = { 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_13_4) ' + 'AppleWebKit/537.36 (KHTML, like Gecko) ' + 'Chrome/65.0.3325.181 green-spider/0.1' } # all the info we'll return for the site result = { # input_url: The URL we derived all checks from 'input_url': entry['url'], # Meta: Regional and type metadata for the site 'meta': { 'level': entry.get('level'), 'state': entry.get('state'), 'district': entry.get('district'), 'city': entry.get('city'), }, # Details: All details we collected about the site (which aren't directly # related to the report criteria) 'details': { 'hostnames': {}, 'ipv4_addresses': [], 'resolvable_urls': [], 'canonical_urls': [], 'urlchecks': [], 'icons': [], 'feeds': [], 'cms': None, 'responsive': None, }, # The actual report criteria 'result': { 'DNS_RESOLVABLE_IPV4': {'type': 'boolean', 'value': False, 'score': 0}, 'SITE_REACHABLE': {'type': 'boolean', 'value': False, 'score': 0}, 'HTTPS': {'type': 'boolean', 'value': False, 'score': 0}, 'WWW_OPTIONAL': {'type': 'boolean', 'value': False, 'score': 0}, 'CANONICAL_URL': {'type': 'boolean', 'value': False, 'score': 0}, 'FAVICON': {'type': 'boolean', 'value': False, 'score': 0}, 'FEEDS': {'type': 'boolean', 'value': False, 'score': 0}, 'HTTP_RESPONSE_DURATION': {'type': 'number', 'value': None, 'score': 0}, 'RESPONSIVE': {'type': 'boolean', 'value': False, 'score': 0}, }, 'score': 0.0, } # derive hostnames to test (with/without www.) parsed = urlparse(entry['url']) hostnames = derive_test_hostnames(parsed.hostname) # try to resolve hostnames processed_hostnames = {} for hostname in hostnames: processed_hostnames[hostname] = { 'resolvable': False, } try: hostname, aliases, ip_addresses = gethostbyname_ex(hostname) processed_hostnames[hostname]['resolvable'] = True processed_hostnames[hostname]['resolved_hostname'] = hostname processed_hostnames[hostname]['aliases'] = aliases processed_hostnames[hostname]['ip_addresses'] = ip_addresses except: pass result['details']['hostnames'] = processed_hostnames result['details']['ipv4_addresses'] = collect_ipv4_addresses(processed_hostnames) # check basic HTTP(S) reachability checked_urls = [] checked_urls_set = set() for hostname in processed_hostnames.keys(): item = processed_hostnames[hostname] if not item['resolvable']: continue for scheme in ('http', 'https'): url = scheme + '://' + item['resolved_hostname'] + '/' if url in checked_urls_set: continue checked_urls_set.add(url) record = { 'url': url, 'error': None, 'redirects_to': None, } try: req = requests.head(record['url'], headers=headers, allow_redirects=True) if req.url == url: logging.info("URL: %s - status %s", record['url'], req.status_code) else: logging.info("URL: %s - status %s - redirects to %s", record['url'], req.status_code, req.url) record['redirects_to'] = req.url except Exception as exc: record['error'] = { 'type': str(type(exc)), 'message': str(exc), } logging.info("URL %s: %s %s", url, str(type(exc)), exc) checked_urls.append(record) result['details']['resolvable_urls'] = sorted(checked_urls, key=lambda url: url['url']) result['details']['canonical_urls'] = sorted(reduce_urls(checked_urls)) # Deeper test for the remaining (canonical) URL(s) for check_url in result['details']['canonical_urls']: logging.info("Downloading URL %s", check_url) check = { 'url': check_url, 'status_code': None, 'duration': None, 'error': None, 'content': None, 'responsive': None, } try: req = requests.get(check_url, headers=headers, timeout=(CONNECT_TIMEOUT, READ_TIMEOUT)) check['status_code'] = req.status_code check['duration'] = round(req.elapsed.microseconds / 1000) # Content checks if req.status_code < 300: check['content'] = check_content(req) # Responsiveness check try: check['responsive'] = check_responsiveness(check_url) except Exception as exc: logging.error("Error when checking responsiveness for '%s': %s", check_url, exc) except requests.exceptions.ConnectionError as exc: logging.error(str(exc) + " " + check_url) check['error'] = "connection" except requests.exceptions.ReadTimeout as exc: logging.error(str(exc) + " " + check_url) check['error'] = "read_timeout" except requests.exceptions.Timeout as exc: logging.error(str(exc) + " " + check_url) check['error'] = "connection_timeout" except Exception as exc: logging.error(str(exc) + " " + check_url) check['error'] = "unknown" result['details']['urlchecks'].append(check) result['details']['urlchecks'] = sorted(result['details']['urlchecks'], key=lambda url: url['url']) # collect icons icons = set() for c in result['details']['urlchecks']: if 'content' not in c: continue if c['content'] is None: logging.warning("No content for %s", entry['url']) continue if c['content']['icon'] is not None: icons.add(c['content']['icon']) result['details']['icons'] = sorted(list(icons)) # collect feeds feeds = set() for c in result['details']['urlchecks']: if c['content'] is None: logging.warning("No content for %s", entry['url']) continue if 'feeds' in c['content'] and len(c['content']['feeds']): for feed in c['content']['feeds']: feeds.add(feed) result['details']['feeds'] = sorted(list(feeds)) # detect responsive viewports = set() min_width = 2000 for c in result['details']['urlchecks']: if c['responsive'] is None: continue if c['responsive']['viewport_meta_tag'] is not None: viewports.add(c['responsive']['viewport_meta_tag']) widths = c['responsive']['document_width'].values() if min(widths) < min_width: min_width = min(widths) result['details']['responsive'] = { 'viewport_meta_tag': list(viewports), 'min_width': min_width, } # detect CMS for c in result['details']['urlchecks']: if c['content'] is None: continue if 'generator' not in c['content']: continue if c['content']['generator'] != "" and c['content']['generator'] is not None: result['details']['cms'] = parse_generator(c['content']['generator']) # Qualify certain CMS flavours in more detail if result['details']['cms'] == "typo3": if GCMS_IP in result['details']['ipv4_addresses']: result['details']['cms'] = "typo3-gcms" elif 'typo3-gruene.de' in c['content']['html']: result['details']['cms'] = "typo3-gruene" elif result['details']['cms'] == "wordpress": if 'Urwahl3000' in c['content']['html']: result['details']['cms'] = "wordpress-urwahl" else: # No generator Tag. Use HTML content. if 'Urwahl3000' in c['content']['html']: result['details']['cms'] = "wordpress-urwahl" elif ('josephknowsbest' in c['content']['html'] or 'Joseph-knows-best' in c['content']['html']): result['details']['cms'] = "wordpress-josephknowsbest" elif 'wordpress' in c['content']['html']: result['details']['cms'] = "wordpress" # we can stop here break ### Derive criteria # DNS_RESOLVABLE_IPV4 if result['details']['ipv4_addresses']: result['result']['DNS_RESOLVABLE_IPV4'] = {'value': True, 'score': 1} # SITE_REACHABLE for item in result['details']['resolvable_urls']: if item['error'] is None: result['result']['SITE_REACHABLE'] = {'value': True, 'score': 1} break # HTTPS for item in result['details']['urlchecks']: if item['error'] is None and item['url'].startswith('https://'): result['result']['HTTPS'] = {'value': True, 'score': 2} break # WWW_OPTIONAL num_hostnames = 0 for hostname in result['details']['hostnames'].keys(): item = result['details']['hostnames'][hostname] if not item['resolvable']: continue num_hostnames += 1 if num_hostnames > 1: result['result']['WWW_OPTIONAL'] = {'value': True, 'score': 1} # CANONICAL_URL # - either there is only one canonical URL (through redirects) # - or several pages have identical rel=canonical links if len(result['details']['canonical_urls']) == 1: result['result']['CANONICAL_URL'] = {'value': True, 'score': 1} else: links = set() if result['details']['urlchecks'] is None: logging.warning("No urlchecks for %s", entry['url']) else: for item in result['details']['urlchecks']: if item['content'] is not None and item['content']['canonical_link'] is not None: links.add(item['content']['canonical_link']) if len(links) == 1: result['result']['CANONICAL_URL'] = {'value': True, 'score': 1} # FAVICON if result['details']['icons']: result['result']['FAVICON'] = {'value': True, 'score': 1} # FEEDS if result['details']['feeds']: result['result']['FEEDS'] = {'value': True, 'score': 1} # HTTP_RESPONSE_DURATION durations = [] for item in result['details']['urlchecks']: if item['error'] is None: durations.append(item['duration']) if durations: val = round(statistics.mean(durations)) result['result']['HTTP_RESPONSE_DURATION']['value'] = val if val < 100: result['result']['HTTP_RESPONSE_DURATION']['score'] = 1 elif val < 1000: result['result']['HTTP_RESPONSE_DURATION']['score'] = 0.5 # RESPONSIVE if result['details']['responsive'] is not None: if (result['details']['responsive']['min_width'] < 500 and len(result['details']['responsive']['viewport_meta_tag']) > 0): result['result']['RESPONSIVE']['value'] = True result['result']['RESPONSIVE']['score'] = 1 # Overall score for item in result['result'].keys(): result['score'] += result['result'][item]['score'] # clean up - remove full HTML for item in result['details']['urlchecks']: try: del item['content']['html'] except: pass return result @tenacity.retry(wait=tenacity.wait_exponential(), retry=tenacity.retry_if_exception_type(Aborted)) def get_job_from_queue(): """ Returns a URL from the queue """ out = None with DATASTORE_CLIENT.transaction(): query = DATASTORE_CLIENT.query(kind=JOB_DATASTORE_KIND) for entity in query.fetch(limit=1): logging.debug("Got job: %s", entity) out = dict(entity) out["url"] = entity.key.name DATASTORE_CLIENT.delete(entity.key) return out def work_of_queue(): """ Take job from queue and finish it until there are no more jobs """ while True: job = get_job_from_queue() if job is None: logging.info("No more jobs. Exiting.") break logging.info("Starting job %s", job["url"]) result = check_site(entry=job) #logging.debug(result) logging.info("Job %s finished checks", job["url"]) logging.info("Job %s writing to DB", job["url"]) key = DATASTORE_CLIENT.key(RESULTS_DATASTORE_KIND, job["url"]) entity = datastore.Entity(key=key, exclude_from_indexes=['results']) record = { "created": datetime.utcnow(), "results": result, } entity.update(record) try: DATASTORE_CLIENT.put(entity) except InvalidArgument as ex: logging.error("Could not write result: %s", ex) except ex: logging.error("Could not write result: %s", ex) if __name__ == "__main__": """ Bringing it all together """ parser = argparse.ArgumentParser() parser.add_argument('--credentials-path', dest='credentials_path', help='Path to the service account credentials JSON file', default='/secrets/service-account.json') parser.add_argument('--loglevel', help="error, warn, info, or debug (default: info)", default='info') subparsers = parser.add_subparsers(help='sub-command help', dest='command') subparsers.add_parser('spider', help='Take jobs off the queue and spider') jobs_parser = subparsers.add_parser('jobs', help='Create jobs for the queue') jobs_parser.add_argument('--url', help='Add a job to spider a URL') args = parser.parse_args() loglevel = args.loglevel.lower() if loglevel == 'error': logging.basicConfig(level=logging.ERROR) elif loglevel == 'warn': logging.basicConfig(level=logging.WARN) elif loglevel == 'debug': logging.basicConfig(level=logging.DEBUG) else: logging.basicConfig(level=logging.INFO) loglevel = 'info' logging.getLogger("urllib3").setLevel(logging.CRITICAL) DATASTORE_CLIENT = datastore.Client.from_service_account_json(args.credentials_path) logging.debug("Called command %s", args.command) if args.command == 'jobs': create_jobs(args.url) else: work_of_queue()