class VesselCrawler:
def __init__(self, ex_ev):
self.log = init_logger(self.__class__.__name__)
if USE_PROXY:
self.proxy_gen = ProxyManager(self.log,
ok_timeout=30,
ban_timeout=1000)
self.workers = []
self.exit_event = ex_ev
def run(self):
for wnum in range(NUM_WORKERS):
worker = threading.Thread(target=self.work,
args=(wnum, ),
daemon=True)
self.workers.append(worker)
for w in self.workers:
w.start()
while not self.exit_event.is_set():
count_alive = [int(w.is_alive()) for w in self.workers]
self.log.debug(f'VesselCrawler is working: {count_alive} of '
f'{NUM_WORKERS} is alive')
if self.exit_event.wait(30):
break
for w in self.workers:
w.join()
self.log.info('VesselCrawler exit run')
def init_browser(self):
prox = None
driver = None
while not self.exit_event.is_set():
if USE_PROXY:
prox = self.proxy_gen.next_proxy()
self.log.debug(f'try proxy: {prox}')
try:
status = prox.check_proxy()
except Exception as e0:
self.log.debug(f'bad proxy: {prox}: {e0}')
self.proxy_gen.back_proxy(prox, str(e0))
continue
self.log.debug(f'proxy: {prox}: {status}: OK')
# setup chrome options
# https://www.andressevilla.com/running-chromedriver-with-python-selenium-on-heroku/
chrome_options = Options()
# chrome_options.binary_location = "/path/to/chrome.exe"
chrome_options.add_argument("--incognito")
chrome_options.add_argument("--disable-dev-shm-usage")
chrome_options.add_argument("--disable-gpu")
chrome_options.add_argument("--no-sandbox")
# chrome_options.add_argument("--user-data-dir="/path/to/profile")
chrome_options.add_argument("--window-size=1920,1080")
chrome_options = webdriver.ChromeOptions()
if IS_HEADLESS:
chrome_options.add_argument('headless')
chrome_options.add_argument('--no-sandbox')
if USE_PROXY:
proxy_str = '--proxy-server=https://{0}:{1}'.format(
prox.ip, str(prox.port))
chrome_options.add_argument(proxy_str)
driver = webdriver.Chrome(chrome_options=chrome_options,
executable_path=DRIVER_PATH)
driver.implicitly_wait(10)
break
return driver, prox
def work(self, wnum):
self.log.debug(f'{wnum} worker started')
rab_connection = RabbitQueue(CRAWLER_EXCHANGE_NAME, CRAWLER_QUEUE_NAME)
db_connection = DbPg(self.log)
driver, prox = self.init_browser()
for raw_msg in rab_connection.get_generator(self.exit_event):
if not raw_msg:
if self.exit_event.wait(2):
break
continue
msg = raw_msg.json()
if 'url' not in msg:
self.log.warning(f'{wnum}: bad task: {msg}')
raw_msg.ack()
continue
if msg['num'] == 0:
msg['url'] = msg['url'].split('?')[0]
try:
driver.get(msg['url'])
self.log.debug(driver.current_url)
time.sleep(3)
# parse with selenium
rows = driver.find_elements_by_css_selector("tr")
if not rows:
self.log.debug(f'{wnum}: not rows in table')
raw_msg.nack(requeue=True)
break
for row in rows:
cells = row.find_elements_by_css_selector("td")
if not cells:
continue
data = {
'img_url':
cells[0].find_element_by_css_selector(
'img').get_attribute('src'),
'country':
cells[1].find_element_by_css_selector(
'span').get_attribute('title'),
'vessel_name':
cells[1].text.split('\n')[0],
'vessel_type':
cells[1].text.split('\n')[1],
'year':
cells[2].text,
'gt':
cells[3].text,
'dwt':
cells[4].text,
'sz':
cells[5].text
}
vlength, vwidth = [
int(v.strip()) for v in data['sz'].split('/')
]
self.log.debug(data)
ship = Ship(
sid=None,
name=data['vessel_name'],
country_name=data['country'],
description=f'{data["vessel_type"]}, {data["img_url"]}',
built_year=data['year'],
length=vlength,
width=vwidth,
gt=data['gt'],
dwt=data['dwt'])
db_connection.insert_ship(ship)
db_connection.exec_query(f'''
INSERT INTO pages (page_num)
VALUES({msg['num']})
''')
raw_msg.ack()
except Exception as e0:
self.log.error(f'{wnum}: get page error: {e0}')
raw_msg.nack(requeue=True)
if USE_PROXY:
self.proxy_gen.back_proxy(prox, str(e0))
driver.close()
driver, prox = self.init_browser()
time.sleep(random.randrange(1, 5))
rab_connection.close()
db_connection.close()
self.log.info(f'{wnum}: worker exit')
class VesselCrawlerLxml:
def __init__(self, ex_ev):
if USE_PROXY:
self.proxy_gen = ProxyManager(
log=None, ok_timeout=30, ban_timeout=1000)
self.workers = []
self.exit_event = ex_ev
def run(self):
for wnum in range(NUM_WORKERS):
worker = threading.Thread(
target=self.work, args=(wnum,), daemon=True
)
self.workers.append(worker)
for w in self.workers:
w.start()
while not self.exit_event.is_set():
count_alive = [int(w.is_alive()) for w in self.workers]
if self.exit_event.wait(30):
break
for w in self.workers:
w.join()
def init_browser(self):
prox = None
driver = None
while not self.exit_event.is_set():
if USE_PROXY:
prox = self.proxy_gen.next_proxy()
try:
status = prox.check_proxy()
except Exception as e0:
self.proxy_gen.back_proxy(prox, str(e0))
continue
# setup chrome options
# https://www.andressevilla.com/running-chromedriver-with-python-selenium-on-heroku/
chrome_options = Options()
#chrome_options.binary_location = "/Applications/Google Chrome.app/Contents/MacOS/Google Chrome"
chrome_options.add_argument("--incognito")
chrome_options.add_argument("--disable-dev-shm-usage")
chrome_options.add_argument("--disable-gpu")
chrome_options.add_argument("--no-sandbox")
# chrome_options.add_argument("--user-data-dir="/path/to/profile")
chrome_options.add_argument("--window-size=1920,1080")
chrome_options = webdriver.ChromeOptions()
if IS_HEADLESS:
chrome_options.add_argument('headless')
chrome_options.add_argument('--no-sandbox')
if USE_PROXY:
proxy_str = '--proxy-server=https://{0}:{1}'.format(
prox.ip, str(prox.port))
chrome_options.add_argument(proxy_str)
driver = webdriver.Chrome(chrome_options=chrome_options,
executable_path=DRIVER_PATH)
driver.implicitly_wait(10)
break
return driver, prox
def work(self, wnum):
rab_connection = RabbitQueue(CRAWLER_EXCHANGE_NAME, CRAWLER_QUEUE_NAME)
db_connection = DbPg(logger=None)
driver, prox = self.init_browser()
for raw_msg in rab_connection.get_generator(self.exit_event):
if not raw_msg:
if self.exit_event.wait(2):
break
continue
msg = raw_msg.json()
if 'url' not in msg:
raw_msg.ack()
continue
if msg['num'] == 0:
msg['url'] = msg['url'].split('?')[0]
try:
driver.get(msg['url'])
time.sleep(3)
html = driver.page_source
dom = lxml_html.fromstring(html)
# parse with selenium
rows = dom.cssselect("tr")
if not rows:
raw_msg.nack(requeue=True)
break
for row in rows:
cells = row.cssselect("td")
if not cells:
continue
data = {
'img_url': cells[0].cssselect('img')[0].get('src'),
'country': cells[1].cssselect('span')[0].get('title'),
'vessel_name': cells[1].cssselect('a')[0].text_content().strip(),
'vessel_type': cells[1].cssselect('small')[0].text_content().strip(),
'year': cells[2].text_content(),
'gt': cells[3].text_content(),
'dwt': cells[4].text_content(),
'sz': cells[5].text_content()
}
vlength, vwidth = [int(v.strip()) for v in data['sz'].split('/')]
ship = Ship(
sid=None,
name=data['vessel_name'],
country_name=data['country'],
description=f'{data["vessel_type"]}, {data["img_url"]}',
built_year=data['year'],
length=vlength,
width=vwidth,
gt=data['gt'],
dwt=data['dwt']
)
db_connection.insert_ship(ship)
print(12121)
db_connection.exec_query(f'''
INSERT INTO pages (page_num)
VALUES({msg['num']})
''')
raw_msg.ack()
except Exception as e0:
raw_msg.nack(requeue=True)
if USE_PROXY:
self.proxy_gen.back_proxy(prox, str(e0))
try:
driver.close()
except:
pass
if not self.exit_event.is_set():
driver, prox = self.init_browser()
time.sleep(random.randrange(1, 5))
try:
rab_connection.close()
db_connection.close()
driver.close()
except:
pass
class CarCrawler:
def __init__(self, ex_ev):
self.log = init_logger(self.__class__.__name__)
if USE_PROXY:
self.proxy_gen = ProxyManager(self.log,
ok_timeout=30,
ban_timeout=1000)
self.workers = []
self.exit_event = ex_ev
def run(self):
for wnum in range(NUM_WORKERS):
worker = threading.Thread(target=self.work,
args=(wnum, ),
daemon=True)
self.workers.append(worker)
for w in self.workers:
w.start()
while not self.exit_event.is_set():
count_alive = [int(w.is_alive()) for w in self.workers]
self.log.debug(f'CarCrawler is working: {count_alive} of '
f'{NUM_WORKERS} is alive')
if self.exit_event.wait(30):
break
for w in self.workers:
w.join()
self.log.info('CarCrawler exit run')
def work(self, wnum):
self.log.debug(f'{wnum} worker started')
rab_connection = RabbitQueue(CRAWLER_EXCHANGE_NAME, CRAWLER_QUEUE_NAME)
db_connection = DbPg(logger=None)
for raw_msg in rab_connection.get_generator(self.exit_event):
if not raw_msg:
if self.exit_event.wait(2):
break
continue
msg = raw_msg.json()
print(msg)
if 'url' not in msg:
self.log.warning(f'{wnum}: bad task: {msg}')
raw_msg.ack()
continue
print()
if msg['num'] == 0:
msg['url'] = PAGE_URL0
print("0", msg)
try:
request = requests.get(msg['url'], headers=HEADERS).content
soup = BeautifulSoup(request, 'html.parser')
self.log.debug(msg['url'])
time.sleep(1)
names_list = []
container_names = soup.select('div.information-container h2 a')
for name in container_names:
str_name = name.text
print(str_name)
names_list.append(str_name)
links = []
container_links = soup.select('div.information-container h2 a')
for i in container_links:
ii = i['href'].split("&")[0]
full_link = ("https://www.autotrader.co.uk" + ii)
link = full_link.split('?')[0]
links.append(link)
photos = []
container_photo = soup.select(
'figure.listing-main-image a img')
for link_photo in container_photo:
photos.append(link_photo['src'])
list_price = []
container_text = soup.find_all(
"a",
attrs={
"class":
"js-click-handler listing-fpa-link listings-price-link tracking-standard-link"
})
for i in container_text:
pr = i.find_all("div", attrs={"class": "vehicle-price"})
str_price = "".join((re.findall(r'[0-9]{,3},[0-9]{,3}',
str(pr))))
price = 27 * int(str_price.replace(',', ''))
list_price.append(price)
for n, l, f, p in zip(names_list, links, photos, list_price):
db_session.add(Cars(n, l, f, p))
db_session.commit()
data = '{}{}{}{}{}'.format(n, '\t', l, '\t', f, '\t',
str(p))
self.log.debug(data)
db_session.add(Pages(msg['num']))
db_session.commit()
raw_msg.ack()
except Exception as e0:
self.log.exception()(
f'{wnum}: get page error: {e0}') ##self.log.error
raw_msg.nack(requeue=True)
prox = None
if USE_PROXY:
self.proxy_gen.back_proxy(prox, str(e0))
time.sleep(random.randrange(1, 5))
rab_connection.close()
self.log.info(f'{wnum}: worker exit')
class CarCrawler:
def __init__(self, ex_ev):
self.log = init_logger(self.__class__.__name__)
if USE_PROXY:
self.proxy_gen = ProxyManager(
self.log, ok_timeout=30, ban_timeout=1000)
self.workers = []
self.exit_event = ex_ev
def run(self):
for wnum in range(NUM_WORKERS):
worker = threading.Thread(
target=self.work, args=(wnum,), daemon=True
)
self.workers.append(worker)
for w in self.workers:
w.start()
while not self.exit_event.is_set():
count_alive = [int(w.is_alive()) for w in self.workers]
self.log.debug(f'CarCrawler is working: {count_alive} of '
f'{NUM_WORKERS} is alive')
if self.exit_event.wait(30):
break
for w in self.workers:
w.join()
self.log.info('CarCrawler exit run')
def work(self, wnum):
self.log.debug(f'{wnum} worker started')
rab_connection = RabbitQueue(CRAWLER_EXCHANGE_NAME, CRAWLER_QUEUE_NAME)
db_connection = DbPg(logger=None)
# driver, prox = self.init_browser()
for raw_msg in rab_connection.get_generator(self.exit_event):
if not raw_msg:
if self.exit_event.wait(2):
break
continue
msg = raw_msg.json()
print(msg)
if 'url' not in msg:
self.log.warning(f'{wnum}: bad task: {msg}')
raw_msg.ack()
continue
print()
if msg['num'] == 0:
msg['url'] = PAGE_URL0
# msg['url'] = msg['url'].split('?')[0]
print("0",msg)
try:
# driver.get(msg['url'])
request = requests.get(msg['url'], headers=HEADERS).content
soup = BeautifulSoup(request, 'html.parser')
# container = soup.select("li.search-page__result")
self.log.debug(msg['url'])
# self.log.debug(driver.current_url)
time.sleep(1)
names_list = []
container_names = soup.select('div.information-container h2 a')
for name in container_names:
str_name = name.text
#name = str_name.strip()
print(str_name)
names_list.append(str_name)
links = []
container_links = soup.select('div.information-container h2 a')
for i in container_links:
ii = i['href'].split("&")[0]
# ii = i['href']
full_link = ("https://www.autotrader.co.uk" + ii)
link = full_link.split('?')[0]
links.append(link)
#print(link)
photos = []
container_photo = soup.select('figure.listing-main-image a img')
for link_photo in container_photo:
photos.append(link_photo['src'])
#print(link_photo['src'])
list_price = []
container_text = soup.find_all("a", attrs={ "class" : "js-click-handler listing-fpa-link listings-price-link tracking-standard-link"})
for i in container_text:
pr = i.find_all("div", attrs={ "class" : "vehicle-price"})
str_price = "".join((re.findall(r'[0-9]{,3},[0-9]{,3}', str(pr))))
price =27*int(str_price.replace(',', ''))
list_price.append(price)
for n, l, f, p in zip(names_list, links, photos, list_price):
db_session.add(Cars(n, l, f, p))
db_session.commit()
data = '{}{}{}{}{}'.format(n, '\t', l, '\t', f, '\t',str(p))
# parse with selenium
# rows = driver.find_elements_by_css_selector("tr")
# if not rows:
# self.log.debug(f'{wnum}: not rows in table')
# raw_msg.nack(requeue=True)
# break
#
# for row in rows:
# cells = row.find_elements_by_css_selector("td")
# if not cells:
# continue
#
# data = {
# 'img_url': cells[0].find_element_by_css_selector(
# 'img').get_attribute('src'),
# 'country': cells[1].find_element_by_css_selector(
# 'span').get_attribute('title'),
# 'vessel_name': cells[1].text.split('\n')[0],
# 'vessel_type': cells[1].text.split('\n')[1],
# 'year': cells[2].text,
# 'gt': cells[3].text,
# 'dwt': cells[4].text,
# 'sz': cells[5].text
# }
# vlength, vwidth = [int(v.strip()) for v in data['sz'].split('/')]
self.log.debug(data)
# db_connection.insert_ship(car)
# db_connection.exec_query(f'''
# INSERT INTO pages (page_num)
# VALUES({msg['num']})
# ''')
db_session.add(Pages(msg['num']))
db_session.commit()
raw_msg.ack()
except Exception as e0:
self.log.exception()(f'{wnum}: get page error: {e0}')##self.log.error
raw_msg.nack(requeue=True)
prox = None
if USE_PROXY:
self.proxy_gen.back_proxy(prox, str(e0))
# driver.close()
# driver, prox = self.init_browser()
time.sleep(random.randrange(1, 5))
rab_connection.close()
# db_connection.close()
self.log.info(f'{wnum}: worker exit')