mirror of https://github.com/CIRCL/lookyloo
chg: move to lacus, WiP
Raphaël Vinot
parent
2e079e70df
commit
318f554db3
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@ -1,25 +1,19 @@
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#!/usr/bin/env python3
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import asyncio
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import ipaddress
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import json
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import logging
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import os
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import socket
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from datetime import datetime
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from io import BufferedIOBase
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from pathlib import Path
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from tempfile import NamedTemporaryFile
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from typing import Dict, List, Optional, Tuple, Union, Literal
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from urllib.parse import urlsplit
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from typing import Dict, List, Optional, Tuple
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from defang import refang # type: ignore
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from lacuscore import LacusCore
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from redis.asyncio import Redis
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from playwrightcapture import Capture, PlaywrightCaptureException
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from redis import Redis as RedisSync
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from lookyloo.default import AbstractManager, get_config, get_socket_path, safe_create_dir
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from lookyloo.helpers import get_captures_dir, load_cookies, UserAgents, ParsedUserAgent
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from lookyloo.helpers import get_captures_dir, UserAgents, CaptureStatus
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from lookyloo.modules import FOX
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@ -35,6 +29,8 @@ class AsyncCapture(AbstractManager):
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self.only_global_lookups: bool = get_config('generic', 'only_global_lookups')
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self.capture_dir: Path = get_captures_dir()
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self.user_agents = UserAgents()
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self.redis_sync: RedisSync = RedisSync(unix_socket_path=get_socket_path('cache'))
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self.lacus = LacusCore(self.redis_sync)
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self.fox = FOX(get_config('modules', 'FOX'))
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if not self.fox.available:
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@ -63,174 +59,54 @@ class AsyncCapture(AbstractManager):
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# By default, the captures are not on the index, unless the user mark them as listed
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listing = True if (b'listing' in to_capture and to_capture[b'listing'].lower() in [b'true', b'1']) else False
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# Turn the freetext for the headers into a dict
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headers: Dict[str, str] = {}
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if b'headers' in to_capture:
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for header_line in to_capture[b'headers'].decode().splitlines():
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if header_line and ':' in header_line:
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splitted = header_line.split(':', 1)
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if splitted and len(splitted) == 2:
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header, h_value = splitted
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if header and h_value:
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headers[header.strip()] = h_value.strip()
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if to_capture.get(b'dnt'):
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headers['DNT'] = to_capture[b'dnt'].decode()
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await self.lacus.capture(uuid)
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if to_capture.get(b'document'):
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# we do not have a URL yet.
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document_name = Path(to_capture[b'document_name'].decode()).name
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tmp_f = NamedTemporaryFile(suffix=document_name, delete=False)
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with open(tmp_f.name, "wb") as f:
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f.write(to_capture[b'document'])
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url = f'file://{tmp_f.name}'
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elif to_capture.get(b'url'):
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url = to_capture[b'url'].decode()
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self.thirdparty_submit(url)
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while True:
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entries = self.lacus.get_capture(uuid, decode=True)
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if entries['status'] == CaptureStatus.DONE.value:
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break
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elif entries['status'] == CaptureStatus.UNKNOWN.value:
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self.logger.warning(f'Unable to find {uuid}.')
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break
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elif entries['status'] == CaptureStatus.QUEUED.value:
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self.logger.info(f'{uuid} is in the queue.')
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await asyncio.sleep(5)
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elif entries['status'] == CaptureStatus.ONGOING.value:
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self.logger.info(f'{uuid} is ongoing.')
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await asyncio.sleep(5)
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else:
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self.logger.warning(f'Invalid capture (no URL provided): {to_capture}.')
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url = ''
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if url:
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self.logger.info(f'Capturing {url} - {uuid}')
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success, error_message = await self._capture(
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url,
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perma_uuid=uuid,
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cookies_pseudofile=to_capture.get(b'cookies', None),
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listing=listing,
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user_agent=to_capture[b'user_agent'].decode() if to_capture.get(b'user_agent') else None,
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referer=to_capture[b'referer'].decode() if to_capture.get(b'referer') else None,
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headers=headers if headers else None,
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proxy=to_capture[b'proxy'].decode() if to_capture.get(b'proxy') else None,
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os=to_capture[b'os'].decode() if to_capture.get(b'os') else None,
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browser=to_capture[b'browser'].decode() if to_capture.get(b'browser') else None,
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browser_engine=to_capture[b'browser_engine'].decode() if to_capture.get(b'browser_engine') else None, # type: ignore
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device_name=to_capture[b'device_name'].decode() if to_capture.get(b'device_name') else None,
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parent=to_capture[b'parent'].decode() if to_capture.get(b'parent') else None
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)
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if to_capture.get(b'document'):
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os.unlink(tmp_f.name)
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if success:
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self.logger.info(f'Successfully captured {url} - {uuid}')
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else:
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self.logger.warning(f'Unable to capture {url} - {uuid}: {error_message}')
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await self.redis.setex(f'error_{uuid}', 36000, f'{error_message} - {url} - {uuid}')
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async with self.redis.pipeline() as lazy_cleanup:
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if queue and await self.redis.zscore('queues', queue):
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await lazy_cleanup.zincrby('queues', -1, queue)
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await lazy_cleanup.srem('ongoing', uuid)
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await lazy_cleanup.delete(uuid)
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# make sure to expire the key if nothing was processed for a while (= queues empty)
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await lazy_cleanup.expire('queues', 600)
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await lazy_cleanup.execute()
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async def _capture(self, url: str, *, perma_uuid: str,
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cookies_pseudofile: Optional[Union[BufferedIOBase, str, bytes]]=None,
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listing: bool=True, user_agent: Optional[str]=None,
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referer: Optional[str]=None,
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headers: Optional[Dict[str, str]]=None,
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proxy: Optional[Union[str, Dict]]=None, os: Optional[str]=None,
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browser: Optional[str]=None, parent: Optional[str]=None,
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browser_engine: Optional[Literal['chromium', 'firefox', 'webkit']]=None,
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device_name: Optional[str]=None,
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viewport: Optional[Dict[str, int]]=None) -> Tuple[bool, str]:
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'''Launch a capture'''
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url = url.strip()
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url = refang(url)
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if not url.startswith('data') and not url.startswith('http') and not url.startswith('file'):
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url = f'http://{url}'
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splitted_url = urlsplit(url)
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if self.only_global_lookups:
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if url.startswith('data') or url.startswith('file'):
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pass
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elif splitted_url.netloc:
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if splitted_url.hostname and splitted_url.hostname.split('.')[-1] != 'onion':
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try:
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ip = socket.gethostbyname(splitted_url.hostname)
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except socket.gaierror:
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self.logger.info('Name or service not known')
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return False, 'Name or service not known.'
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if not ipaddress.ip_address(ip).is_global:
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return False, 'Capturing ressources on private IPs is disabled.'
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else:
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return False, 'Unable to find hostname or IP in the query.'
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# check if onion
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if (not proxy and splitted_url.netloc and splitted_url.hostname
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and splitted_url.hostname.split('.')[-1] == 'onion'):
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proxy = get_config('generic', 'tor_proxy')
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if not user_agent:
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# Catch case where the UA is broken on the UI, and the async submission.
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self.user_agents.user_agents # triggers an update of the default UAs
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capture_ua = user_agent if user_agent else self.user_agents.default['useragent']
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if not browser_engine:
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# Automatically pick a browser
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parsed_ua = ParsedUserAgent(capture_ua)
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if not parsed_ua.browser:
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browser_engine = 'webkit'
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elif parsed_ua.browser.lower().startswith('chrom'):
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browser_engine = 'chromium'
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elif parsed_ua.browser.lower().startswith('firefox'):
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browser_engine = 'firefox'
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else:
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browser_engine = 'webkit'
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self.logger.info(f'Capturing {url}')
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try:
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async with Capture(browser=browser_engine, device_name=device_name, proxy=proxy) as capture:
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if headers:
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capture.headers = headers
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if cookies_pseudofile:
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# required by Mypy: https://github.com/python/mypy/issues/3004
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capture.cookies = load_cookies(cookies_pseudofile) # type: ignore
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if viewport:
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# required by Mypy: https://github.com/python/mypy/issues/3004
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capture.viewport = viewport # type: ignore
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if not device_name:
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capture.user_agent = capture_ua
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await capture.initialize_context()
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entries = await capture.capture_page(url, referer=referer)
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except PlaywrightCaptureException as e:
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self.logger.exception(f'Invalid parameters for the capture of {url} - {e}')
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return False, 'Invalid parameters for the capture of {url} - {e}'
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except Exception as e:
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self.logger.exception(f'Something went terribly wrong when capturing {url} - {e}')
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return False, f'Something went terribly wrong when capturing {url}.'
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self.logger.warning(f'{entries["status"]} is not a valid status')
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break
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if not entries:
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# broken
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self.logger.critical(f'Something went terribly wrong when capturing {url}.')
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return False, f'Something went terribly wrong when capturing {url}.'
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self.logger.critical(f'Something went terribly wrong when capturing {uuid}.')
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else:
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now = datetime.now()
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dirpath = self.capture_dir / str(now.year) / f'{now.month:02}' / now.isoformat()
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safe_create_dir(dirpath)
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if os or browser:
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meta = {}
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if os:
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meta['os'] = os
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if browser:
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meta['browser'] = browser
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if b'os' in to_capture or b'browser' in to_capture:
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meta: Dict[str, str] = {}
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if b'os' in to_capture:
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meta['os'] = to_capture[b'os'].decode()
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if b'browser' in to_capture:
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meta['browser'] = to_capture[b'browser'].decode()
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with (dirpath / 'meta').open('w') as _meta:
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json.dump(meta, _meta)
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# Write UUID
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with (dirpath / 'uuid').open('w') as _uuid:
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_uuid.write(perma_uuid)
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_uuid.write(uuid)
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# Write no_index marker (optional)
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if not listing:
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(dirpath / 'no_index').touch()
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# Write parent UUID (optional)
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if parent:
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if b'parent' in to_capture:
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with (dirpath / 'parent').open('w') as _parent:
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_parent.write(parent)
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_parent.write(to_capture[b'parent'].decode())
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if 'downloaded_filename' in entries and entries['downloaded_filename']:
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with (dirpath / '0.data.filename').open('w') as _downloaded_filename:
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@ -244,9 +120,6 @@ class AsyncCapture(AbstractManager):
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with (dirpath / 'error.txt').open('w') as _error:
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json.dump(entries['error'], _error)
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if 'har' not in entries:
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return False, entries['error'] if entries['error'] else "Unknown error"
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with (dirpath / '0.har').open('w') as _har:
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json.dump(entries['har'], _har)
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@ -265,8 +138,16 @@ class AsyncCapture(AbstractManager):
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if 'cookies' in entries and entries['cookies']:
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with (dirpath / '0.cookies.json').open('w') as _cookies:
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json.dump(entries['cookies'], _cookies)
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await self.redis.hset('lookup_dirs', perma_uuid, str(dirpath))
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return True, 'All good!'
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await self.redis.hset('lookup_dirs', uuid, str(dirpath))
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async with self.redis.pipeline() as lazy_cleanup:
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if queue and await self.redis.zscore('queues', queue):
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await lazy_cleanup.zincrby('queues', -1, queue)
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await lazy_cleanup.srem('ongoing', uuid)
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await lazy_cleanup.delete(uuid)
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# make sure to expire the key if nothing was processed for a while (= queues empty)
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await lazy_cleanup.expire('queues', 600)
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await lazy_cleanup.execute()
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async def _to_run_forever_async(self):
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self.redis: Redis = Redis(unix_socket_path=get_socket_path('cache'))
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12
bin/start.py
12
bin/start.py
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@ -13,20 +13,20 @@ def main():
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p.check_returncode()
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print('done.')
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print('Start archiving process...')
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Popen(['archiver'])
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#Popen(['archiver'])
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print('done.')
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print('Start asynchronous ingestor...')
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for _ in range(get_config('generic', 'async_capture_processes')):
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Popen(['async_capture'])
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#for _ in range(get_config('generic', 'async_capture_processes')):
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# Popen(['async_capture'])
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print('done.')
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print('Start background indexer...')
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Popen(['background_indexer'])
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#Popen(['background_indexer'])
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print('done.')
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print('Start background processing...')
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Popen(['processing'])
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# Popen(['processing'])
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print('done.')
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print('Start website...')
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Popen(['start_website'])
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#Popen(['start_website'])
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print('done.')
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@ -15,17 +15,16 @@ from io import BytesIO
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from pathlib import Path
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from typing import (Any, Dict, Iterable, List, MutableMapping, Optional, Set,
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Tuple, Union)
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from uuid import uuid4
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from zipfile import ZipFile
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from defang import defang # type: ignore
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from har2tree import CrawledTree, HostNode, URLNode
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from lacuscore import LacusCore
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from PIL import Image, UnidentifiedImageError
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from playwrightcapture import get_devices
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from pymisp import MISPAttribute, MISPEvent, MISPObject
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from redis import ConnectionPool, Redis
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from redis.connection import UnixDomainSocketConnection
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from werkzeug.utils import secure_filename
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from .capturecache import CaptureCache, CapturesIndex
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from .context import Context
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@ -101,6 +100,8 @@ class Lookyloo():
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self._captures_index = CapturesIndex(self.redis, self.context)
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self.logger.info('Index initialized.')
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self.lacus = LacusCore(self.redis, get_config('generic', 'tor_proxy'))
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@property
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def redis(self):
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return Redis(connection_pool=self.redis_pool)
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@ -407,9 +408,6 @@ class Lookyloo():
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elif isinstance(value, (list, dict)):
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query[key] = json.dumps(value) if value else None
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if 'document_name' in query:
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query['document_name'] = secure_filename(query['document_name'])
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query = {k: v for k, v in query.items() if v is not None} # Remove the none, it makes redis unhappy
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# dirty deduplicate
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hash_query = hashlib.sha512(pickle.dumps(query)).hexdigest()
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@ -418,16 +416,40 @@ class Lookyloo():
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if (existing_uuid := self.redis.get(f'query_hash:{hash_query}')):
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return existing_uuid
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perma_uuid = str(uuid4())
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self.redis.set(f'query_hash:{hash_query}', perma_uuid, nx=True, ex=300)
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priority = get_priority(source, user, authenticated)
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# NOTE: Lookyloo' capture can pass a do not track header independently from the default headers, merging it here
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headers = query.pop('headers', '')
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if 'dnt' in query:
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headers += f'\nDNT: {query.pop("dnt")}'
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headers = headers.strip()
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perma_uuid = self.lacus.enqueue(
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url=query.pop('url', None),
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document_name=query.pop('document_name', None),
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document=query.pop('document', None),
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depth=query.pop('depth', 0),
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browser=query.pop('browser', None),
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device_name=query.pop('device_name', None),
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user_agent=query.pop('user_agent', None),
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proxy=query.pop('proxy', None),
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general_timeout_in_sec=query.pop('general_timeout_in_sec', None),
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cookies=query.pop('cookies', None),
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headers=headers if headers else None,
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http_credentials=query.pop('http_credentials', None),
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viewport=query.pop('viewport', None),
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referer=query.pop('referer', None),
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rendered_hostname_only=query.pop('rendered_hostname_only', True),
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# force=query.pop('force', False),
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# recapture_interval=query.pop('recapture_interval', 300),
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priority=priority
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)
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p = self.redis.pipeline()
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if priority < -10:
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# Someone is probably abusing the system with useless URLs, remove them from the index
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query['listing'] = 0
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p.hset(perma_uuid, mapping=query)
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p.zadd('to_capture', {perma_uuid: priority})
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p.hset(perma_uuid, mapping=query) # This will add the remaining entries that are lookyloo specific
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p.zincrby('queues', 1, f'{source}|{authenticated}|{user}')
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p.set(f'{perma_uuid}_mgmt', f'{source}|{authenticated}|{user}')
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p.execute()
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@ -140,7 +140,7 @@ python-versions = "*"
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[[package]]
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name = "certifi"
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version = "2022.6.15"
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version = "2022.6.15.2"
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description = "Python package for providing Mozilla's CA Bundle."
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category = "main"
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optional = false
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@ -547,7 +547,7 @@ i18n = ["Babel (>=2.7)"]
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[[package]]
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name = "jsonschema"
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version = "4.15.0"
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version = "4.16.0"
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description = "An implementation of JSON Schema validation for Python"
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category = "main"
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optional = false
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@ -640,7 +640,7 @@ python-versions = "*"
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[[package]]
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name = "numpy"
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version = "1.23.2"
|
||||
version = "1.23.3"
|
||||
description = "NumPy is the fundamental package for array computing with Python."
|
||||
category = "main"
|
||||
optional = false
|
||||
|
|
@ -1158,7 +1158,7 @@ python-versions = ">=3.7"
|
|||
|
||||
[[package]]
|
||||
name = "traitlets"
|
||||
version = "5.3.0"
|
||||
version = "5.4.0"
|
||||
description = ""
|
||||
category = "dev"
|
||||
optional = false
|
||||
|
|
@ -1257,7 +1257,7 @@ python-versions = "*"
|
|||
|
||||
[[package]]
|
||||
name = "types-requests"
|
||||
version = "2.28.9"
|
||||
version = "2.28.10"
|
||||
description = "Typing stubs for requests"
|
||||
category = "dev"
|
||||
optional = false
|
||||
|
|
@ -1268,7 +1268,7 @@ types-urllib3 = "<1.27"
|
|||
|
||||
[[package]]
|
||||
name = "types-urllib3"
|
||||
version = "1.26.23"
|
||||
version = "1.26.24"
|
||||
description = "Typing stubs for urllib3"
|
||||
category = "dev"
|
||||
optional = false
|
||||
|
|
@ -1600,8 +1600,8 @@ cchardet = [
|
|||
{file = "cchardet-2.1.7.tar.gz", hash = "sha256:c428b6336545053c2589f6caf24ea32276c6664cb86db817e03a94c60afa0eaf"},
|
||||
]
|
||||
certifi = [
|
||||
{file = "certifi-2022.6.15-py3-none-any.whl", hash = "sha256:fe86415d55e84719d75f8b69414f6438ac3547d2078ab91b67e779ef69378412"},
|
||||
{file = "certifi-2022.6.15.tar.gz", hash = "sha256:84c85a9078b11105f04f3036a9482ae10e4621616db313fe045dd24743a0820d"},
|
||||
{file = "certifi-2022.6.15.2-py3-none-any.whl", hash = "sha256:0aa1a42fbd57645fabeb6290a7687c21755b0344ecaeaa05f4e9f6207ae2e9a8"},
|
||||
{file = "certifi-2022.6.15.2.tar.gz", hash = "sha256:aa08c101214127b9b0472ca6338315113c9487d45376fd3e669201b477c71003"},
|
||||
]
|
||||
chardet = [
|
||||
{file = "chardet-5.0.0-py3-none-any.whl", hash = "sha256:d3e64f022d254183001eccc5db4040520c0f23b1a3f33d6413e099eb7f126557"},
|
||||
|
|
@ -1874,8 +1874,8 @@ Jinja2 = [
|
|||
{file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
|
||||
]
|
||||
jsonschema = [
|
||||
{file = "jsonschema-4.15.0-py3-none-any.whl", hash = "sha256:2df0fab225abb3b41967bb3a46fd37dc74b1536b5296d0b1c2078cd072adf0f7"},
|
||||
{file = "jsonschema-4.15.0.tar.gz", hash = "sha256:21f4979391bdceb044e502fd8e79e738c0cdfbdc8773f9a49b5769461e82fe1e"},
|
||||
{file = "jsonschema-4.16.0-py3-none-any.whl", hash = "sha256:9e74b8f9738d6a946d70705dc692b74b5429cd0960d58e79ffecfc43b2221eb9"},
|
||||
{file = "jsonschema-4.16.0.tar.gz", hash = "sha256:165059f076eff6971bae5b742fc029a7b4ef3f9bcf04c14e4776a7605de14b23"},
|
||||
]
|
||||
lief = [
|
||||
{file = "lief-0.12.1-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:4fbbc9d520de87ac22210c62d22a9b088e5460f9a028741311e6f68ef8877ddd"},
|
||||
|
|
@ -2112,34 +2112,34 @@ mypy-extensions = [
|
|||
{file = "mypy_extensions-0.4.3.tar.gz", hash = "sha256:2d82818f5bb3e369420cb3c4060a7970edba416647068eb4c5343488a6c604a8"},
|
||||
]
|
||||
numpy = [
|
||||
{file = "numpy-1.23.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e603ca1fb47b913942f3e660a15e55a9ebca906857edfea476ae5f0fe9b457d5"},
|
||||
{file = "numpy-1.23.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:633679a472934b1c20a12ed0c9a6c9eb167fbb4cb89031939bfd03dd9dbc62b8"},
|
||||
{file = "numpy-1.23.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:17e5226674f6ea79e14e3b91bfbc153fdf3ac13f5cc54ee7bc8fdbe820a32da0"},
|
||||
{file = "numpy-1.23.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bdc02c0235b261925102b1bd586579b7158e9d0d07ecb61148a1799214a4afd5"},
|
||||
{file = "numpy-1.23.2-cp310-cp310-win32.whl", hash = "sha256:df28dda02c9328e122661f399f7655cdcbcf22ea42daa3650a26bce08a187450"},
|
||||
{file = "numpy-1.23.2-cp310-cp310-win_amd64.whl", hash = "sha256:8ebf7e194b89bc66b78475bd3624d92980fca4e5bb86dda08d677d786fefc414"},
|
||||
{file = "numpy-1.23.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:dc76bca1ca98f4b122114435f83f1fcf3c0fe48e4e6f660e07996abf2f53903c"},
|
||||
{file = "numpy-1.23.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ecfdd68d334a6b97472ed032b5b37a30d8217c097acfff15e8452c710e775524"},
|
||||
{file = "numpy-1.23.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5593f67e66dea4e237f5af998d31a43e447786b2154ba1ad833676c788f37cde"},
|
||||
{file = "numpy-1.23.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ac987b35df8c2a2eab495ee206658117e9ce867acf3ccb376a19e83070e69418"},
|
||||
{file = "numpy-1.23.2-cp311-cp311-win32.whl", hash = "sha256:d98addfd3c8728ee8b2c49126f3c44c703e2b005d4a95998e2167af176a9e722"},
|
||||
{file = "numpy-1.23.2-cp311-cp311-win_amd64.whl", hash = "sha256:8ecb818231afe5f0f568c81f12ce50f2b828ff2b27487520d85eb44c71313b9e"},
|
||||
{file = "numpy-1.23.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:909c56c4d4341ec8315291a105169d8aae732cfb4c250fbc375a1efb7a844f8f"},
|
||||
{file = "numpy-1.23.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:8247f01c4721479e482cc2f9f7d973f3f47810cbc8c65e38fd1bbd3141cc9842"},
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||||
{file = "numpy-1.23.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b8b97a8a87cadcd3f94659b4ef6ec056261fa1e1c3317f4193ac231d4df70215"},
|
||||
{file = "numpy-1.23.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bd5b7ccae24e3d8501ee5563e82febc1771e73bd268eef82a1e8d2b4d556ae66"},
|
||||
{file = "numpy-1.23.2-cp38-cp38-win32.whl", hash = "sha256:9b83d48e464f393d46e8dd8171687394d39bc5abfe2978896b77dc2604e8635d"},
|
||||
{file = "numpy-1.23.2-cp38-cp38-win_amd64.whl", hash = "sha256:dec198619b7dbd6db58603cd256e092bcadef22a796f778bf87f8592b468441d"},
|
||||
{file = "numpy-1.23.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:4f41f5bf20d9a521f8cab3a34557cd77b6f205ab2116651f12959714494268b0"},
|
||||
{file = "numpy-1.23.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:806cc25d5c43e240db709875e947076b2826f47c2c340a5a2f36da5bb10c58d6"},
|
||||
{file = "numpy-1.23.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8f9d84a24889ebb4c641a9b99e54adb8cab50972f0166a3abc14c3b93163f074"},
|
||||
{file = "numpy-1.23.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c403c81bb8ffb1c993d0165a11493fd4bf1353d258f6997b3ee288b0a48fce77"},
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||||
{file = "numpy-1.23.2-cp39-cp39-win32.whl", hash = "sha256:cf8c6aed12a935abf2e290860af8e77b26a042eb7f2582ff83dc7ed5f963340c"},
|
||||
{file = "numpy-1.23.2-cp39-cp39-win_amd64.whl", hash = "sha256:5e28cd64624dc2354a349152599e55308eb6ca95a13ce6a7d5679ebff2962913"},
|
||||
{file = "numpy-1.23.2-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:806970e69106556d1dd200e26647e9bee5e2b3f1814f9da104a943e8d548ca38"},
|
||||
{file = "numpy-1.23.2-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bd879d3ca4b6f39b7770829f73278b7c5e248c91d538aab1e506c628353e47f"},
|
||||
{file = "numpy-1.23.2-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:be6b350dfbc7f708d9d853663772a9310783ea58f6035eec649fb9c4371b5389"},
|
||||
{file = "numpy-1.23.2.tar.gz", hash = "sha256:b78d00e48261fbbd04aa0d7427cf78d18401ee0abd89c7559bbf422e5b1c7d01"},
|
||||
{file = "numpy-1.23.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c9f707b5bb73bf277d812ded9896f9512a43edff72712f31667d0a8c2f8e71ee"},
|
||||
{file = "numpy-1.23.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ffcf105ecdd9396e05a8e58e81faaaf34d3f9875f137c7372450baa5d77c9a54"},
|
||||
{file = "numpy-1.23.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0ea3f98a0ffce3f8f57675eb9119f3f4edb81888b6874bc1953f91e0b1d4f440"},
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||||
{file = "numpy-1.23.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:004f0efcb2fe1c0bd6ae1fcfc69cc8b6bf2407e0f18be308612007a0762b4089"},
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||||
{file = "numpy-1.23.3-cp310-cp310-win32.whl", hash = "sha256:98dcbc02e39b1658dc4b4508442a560fe3ca5ca0d989f0df062534e5ca3a5c1a"},
|
||||
{file = "numpy-1.23.3-cp310-cp310-win_amd64.whl", hash = "sha256:39a664e3d26ea854211867d20ebcc8023257c1800ae89773cbba9f9e97bae036"},
|
||||
{file = "numpy-1.23.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1f27b5322ac4067e67c8f9378b41c746d8feac8bdd0e0ffede5324667b8a075c"},
|
||||
{file = "numpy-1.23.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2ad3ec9a748a8943e6eb4358201f7e1c12ede35f510b1a2221b70af4bb64295c"},
|
||||
{file = "numpy-1.23.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bdc9febce3e68b697d931941b263c59e0c74e8f18861f4064c1f712562903411"},
|
||||
{file = "numpy-1.23.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:301c00cf5e60e08e04d842fc47df641d4a181e651c7135c50dc2762ffe293dbd"},
|
||||
{file = "numpy-1.23.3-cp311-cp311-win32.whl", hash = "sha256:7cd1328e5bdf0dee621912f5833648e2daca72e3839ec1d6695e91089625f0b4"},
|
||||
{file = "numpy-1.23.3-cp311-cp311-win_amd64.whl", hash = "sha256:8355fc10fd33a5a70981a5b8a0de51d10af3688d7a9e4a34fcc8fa0d7467bb7f"},
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||||
{file = "numpy-1.23.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:bc6e8da415f359b578b00bcfb1d08411c96e9a97f9e6c7adada554a0812a6cc6"},
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||||
{file = "numpy-1.23.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:22d43376ee0acd547f3149b9ec12eec2f0ca4a6ab2f61753c5b29bb3e795ac4d"},
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||||
{file = "numpy-1.23.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a64403f634e5ffdcd85e0b12c08f04b3080d3e840aef118721021f9b48fc1460"},
|
||||
{file = "numpy-1.23.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:efd9d3abe5774404becdb0748178b48a218f1d8c44e0375475732211ea47c67e"},
|
||||
{file = "numpy-1.23.3-cp38-cp38-win32.whl", hash = "sha256:f8c02ec3c4c4fcb718fdf89a6c6f709b14949408e8cf2a2be5bfa9c49548fd85"},
|
||||
{file = "numpy-1.23.3-cp38-cp38-win_amd64.whl", hash = "sha256:e868b0389c5ccfc092031a861d4e158ea164d8b7fdbb10e3b5689b4fc6498df6"},
|
||||
{file = "numpy-1.23.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:09f6b7bdffe57fc61d869a22f506049825d707b288039d30f26a0d0d8ea05164"},
|
||||
{file = "numpy-1.23.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:8c79d7cf86d049d0c5089231a5bcd31edb03555bd93d81a16870aa98c6cfb79d"},
|
||||
{file = "numpy-1.23.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e5d5420053bbb3dd64c30e58f9363d7a9c27444c3648e61460c1237f9ec3fa14"},
|
||||
{file = "numpy-1.23.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d5422d6a1ea9b15577a9432e26608c73a78faf0b9039437b075cf322c92e98e7"},
|
||||
{file = "numpy-1.23.3-cp39-cp39-win32.whl", hash = "sha256:c1ba66c48b19cc9c2975c0d354f24058888cdc674bebadceb3cdc9ec403fb5d1"},
|
||||
{file = "numpy-1.23.3-cp39-cp39-win_amd64.whl", hash = "sha256:78a63d2df1d947bd9d1b11d35564c2f9e4b57898aae4626638056ec1a231c40c"},
|
||||
{file = "numpy-1.23.3-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:17c0e467ade9bda685d5ac7f5fa729d8d3e76b23195471adae2d6a6941bd2c18"},
|
||||
{file = "numpy-1.23.3-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:91b8d6768a75247026e951dce3b2aac79dc7e78622fc148329135ba189813584"},
|
||||
{file = "numpy-1.23.3-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:94c15ca4e52671a59219146ff584488907b1f9b3fc232622b47e2cf832e94fb8"},
|
||||
{file = "numpy-1.23.3.tar.gz", hash = "sha256:51bf49c0cd1d52be0a240aa66f3458afc4b95d8993d2d04f0d91fa60c10af6cd"},
|
||||
]
|
||||
packaging = [
|
||||
{file = "packaging-21.3-py3-none-any.whl", hash = "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"},
|
||||
|
|
@ -2475,8 +2475,8 @@ tomli = [
|
|||
{file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
|
||||
]
|
||||
traitlets = [
|
||||
{file = "traitlets-5.3.0-py3-none-any.whl", hash = "sha256:65fa18961659635933100db8ca120ef6220555286949774b9cfc106f941d1c7a"},
|
||||
{file = "traitlets-5.3.0.tar.gz", hash = "sha256:0bb9f1f9f017aa8ec187d8b1b2a7a6626a2a1d877116baba52a129bfa124f8e2"},
|
||||
{file = "traitlets-5.4.0-py3-none-any.whl", hash = "sha256:93663cc8236093d48150e2af5e2ed30fc7904a11a6195e21bab0408af4e6d6c8"},
|
||||
{file = "traitlets-5.4.0.tar.gz", hash = "sha256:3f2c4e435e271592fe4390f1746ea56836e3a080f84e7833f0f801d9613fec39"},
|
||||
]
|
||||
types-beautifulsoup4 = [
|
||||
{file = "types-beautifulsoup4-4.11.6.tar.gz", hash = "sha256:2670dd71995df464041e2941fa9bbb694795271e3dedd7262b4766649a1cbe82"},
|
||||
|
|
@ -2519,12 +2519,12 @@ types-redis = [
|
|||
{file = "types_redis-4.3.20-py3-none-any.whl", hash = "sha256:b22e0f5a18b98b6a197dd403daed52a22cb76f50e3cbd7ddc539196af52ec23e"},
|
||||
]
|
||||
types-requests = [
|
||||
{file = "types-requests-2.28.9.tar.gz", hash = "sha256:feaf581bd580497a47fe845d506fa3b91b484cf706ff27774e87659837de9962"},
|
||||
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||||
{file = "types-requests-2.28.10.tar.gz", hash = "sha256:97d8f40aa1ffe1e58c3726c77d63c182daea9a72d9f1fa2cafdea756b2a19f2c"},
|
||||
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|
||||
]
|
||||
types-urllib3 = [
|
||||
{file = "types-urllib3-1.26.23.tar.gz", hash = "sha256:b78e819f0e350221d0689a5666162e467ba3910737bafda14b5c2c85e9bb1e56"},
|
||||
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||||
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|
||||
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|
||||
]
|
||||
types-Werkzeug = [
|
||||
{file = "types-Werkzeug-1.0.9.tar.gz", hash = "sha256:5cc269604c400133d452a40cee6397655f878fc460e03fde291b9e3a5eaa518c"},
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Reference in New Issue