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personal-data/personal_data/main.py

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Python
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import datetime
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import inspect
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import logging
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from collections.abc import Sequence
from pathlib import Path
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import requests
import requests_cache
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from . import data, notification, util
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logger = logging.getLogger(__name__)
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try:
import cfscrape
except ImportError:
cfscrape = None
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logger.warning('cfscrape not installed: Certain fetchers might not work')
try:
import browsercookie
except ImportError:
logger.warning('browsercookie not installed: Certain fetchers might not work')
browsercookie = None
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OUTPUT_PATH = Path('./output')
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logging.basicConfig()
logger.setLevel('INFO')
STANDARD_HEADERS = {
'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64; rv:122.0) Gecko/20100101 Firefox/122.0',
'Accept-Language': 'en-US,en;q=0.5',
'Accept-Encoding': 'gzip, deflate, br',
}
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if cfscrape:
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class CachedCfScrape(requests_cache.CacheMixin, cfscrape.CloudflareScraper):
pass
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CACHE_EXPIRE_DEFAULT = datetime.timedelta(days=7)
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def get_session(
cookiejar: Sequence,
*,
with_cfscrape: bool,
ignore_cache: bool,
) -> requests.Session:
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if with_cfscrape and cfscrape:
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session_class = CachedCfScrape
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if ignore_cache:
logger.warning('HTTP cache disabled')
return cfscrape.create_scraper()
else:
session_class = requests_cache.CachedSession
if ignore_cache:
logger.warning('HTTP cache disabled')
return requests.Session()
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session = session_class(
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OUTPUT_PATH / 'web_cache',
cookies=cookiejar,
expire_after=CACHE_EXPIRE_DEFAULT,
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)
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for cookie in cookiejar:
session.cookies.set_cookie(cookie)
return session
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def available_scrapers() -> list[type[data.Scraper]]:
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subclasses = []
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class_queue = [data.Scraper]
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while class_queue:
clazz = class_queue.pop()
if inspect.isabstract(clazz):
class_queue.extend(clazz.__subclasses__())
else:
subclasses.append(clazz)
return subclasses
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def available_scraper_names() -> list[str]:
return [scraper_cls.__name__ for scraper_cls in available_scrapers()]
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def main(
scraper_filter: frozenset[str],
*,
use_cookiejar: bool,
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ignore_cache: bool,
notification_types: frozenset[notification.NotificationType],
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) -> None:
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if use_cookiejar:
cookiejar = browsercookie.firefox()
logger.info('Got cookiejar from firefox: %s cookies', len(cookiejar))
else:
cookiejar = []
logger.warning('No cookiejar is used')
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if len(notification_types) == 0:
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logger.info('No notifications enabled: Notifications will not be sent!')
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for scraper_cls in available_scrapers():
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session = get_session(
cookiejar,
with_cfscrape=scraper_cls.requires_cfscrape(),
ignore_cache=ignore_cache,
)
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scraper = scraper_cls(session)
if scraper_cls.__name__ not in scraper_filter:
continue
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logger.info(
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'Running %s, appending to "%s"',
scraper_cls.__name__,
scraper.dataset_name,
)
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result_rows = []
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try:
for result in scraper.scrape():
result_rows.append(result)
del result
except requests.exceptions.HTTPError:
logger.exception('Failed in running %s', scraper_cls.__name__)
continue
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status = util.extend_csv_file(
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OUTPUT_PATH / f'{scraper.dataset_name}.csv',
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result_rows,
deduplicate_mode=scraper.deduplicate_mode,
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deduplicate_ignore_columns=scraper.deduplicate_ignore_columns(),
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)
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logger.info('Scraper done: %s', scraper.dataset_name)
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if status['extended']:
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notification.send_notifications(
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session,
scraper_cls.__name__,
status['dicts'][-1],
notification_types,
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)
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del scraper, session