215 lines
8.8 KiB
Python
215 lines
8.8 KiB
Python
#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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from typing import TypeVar, Union
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import datetime
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from datetime import timedelta
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from dateutil.parser import parse
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from collections import defaultdict
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import logging
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import json
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from redis import StrictRedis
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from .libs.helpers import get_socket_path, get_config_path
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from .libs.exceptions import InvalidDateFormat
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from .libs.statsripe import StatsRIPE
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Dates = TypeVar('Dates', datetime.datetime, datetime.date, str)
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class Querying():
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def __init__(self, loglevel: int=logging.DEBUG):
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self.__init_logger(loglevel)
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self.storage = StrictRedis(unix_socket_path=get_socket_path('storage'), decode_responses=True)
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self.ranking = StrictRedis(unix_socket_path=get_socket_path('storage'), db=1, decode_responses=True)
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self.asn_meta = StrictRedis(unix_socket_path=get_socket_path('storage'), db=2, decode_responses=True)
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self.cache = StrictRedis(unix_socket_path=get_socket_path('cache'), db=1, decode_responses=True)
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def __init_logger(self, loglevel: int):
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self.logger = logging.getLogger(f'{self.__class__.__name__}')
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self.logger.setLevel(loglevel)
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def __normalize_date(self, date: Dates):
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if isinstance(date, datetime.datetime):
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return date.date().isoformat()
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elif isinstance(date, datetime.date):
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return date.isoformat()
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elif isinstance(date, str):
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try:
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return parse(date).date().isoformat()
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except ValueError:
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raise InvalidDateFormat('Unable to parse the date. Should be YYYY-MM-DD.')
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def ranking_cache_wrapper(self, key):
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if not self.cache.exists(key):
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if self.ranking.exists(key):
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key_dump = self.ranking.dump(key)
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# Cache for 10 hours
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self.cache.restore(key, 36000, key_dump, True)
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def asns_global_ranking(self, date: Dates=datetime.date.today(), source: Union[list, str]='',
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ipversion: str='v4', limit: int=100):
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'''Aggregated ranking of all the ASNs known in the system, weighted by source.'''
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d = self.__normalize_date(date)
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if source:
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if isinstance(source, list):
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keys = []
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for s in source:
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key = f'{d}|{s}|asns|{ipversion}'
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self.ranking_cache_wrapper(key)
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keys.append(key)
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# union the ranked sets
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key = '|'.join(sorted(source)) + f'|{d}|asns|{ipversion}'
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if not self.cache.exists(key):
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self.cache.zunionstore(key, keys)
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else:
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key = f'{d}|{source}|asns|{ipversion}'
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else:
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key = f'{d}|asns|{ipversion}'
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self.ranking_cache_wrapper(key)
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return self.cache.zrevrange(key, start=0, end=limit, withscores=True)
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def asn_details(self, asn: int, date: Dates= datetime.date.today(), source: Union[list, str]='',
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ipversion: str='v4'):
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'''Aggregated ranking of all the prefixes anounced by the given ASN, weighted by source.'''
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d = self.__normalize_date(date)
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if source:
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if isinstance(source, list):
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keys = []
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for s in source:
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key = f'{d}|{s}|{asn}|{ipversion}|prefixes'
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self.ranking_cache_wrapper(key)
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keys.append(key)
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# union the ranked sets
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key = '|'.join(sorted(source)) + f'|{d}|{asn}|{ipversion}'
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if not self.cache.exists(key):
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self.cache.zunionstore(key, keys)
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else:
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key = f'{d}|{source}|{asn}|{ipversion}|prefixes'
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else:
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key = f'{d}|{asn}|{ipversion}'
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self.ranking_cache_wrapper(key)
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return self.cache.zrevrange(key, start=0, end=-1, withscores=True)
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def asn_rank(self, asn: int, date: Dates=datetime.date.today(), source: Union[list, str]='',
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ipversion: str='v4'):
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'''Get the rank of a single ASN, weighted by source.'''
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d = self.__normalize_date(date)
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if source:
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if isinstance(source, list):
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keys = []
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for s in source:
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key = f'{d}|{s}|{asn}|{ipversion}'
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self.ranking_cache_wrapper(key)
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keys.append(key)
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r = sum(float(self.cache.get(key)) for key in keys if self.cache.exists(key))
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else:
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key = f'{d}|{source}|{asn}|{ipversion}'
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self.ranking_cache_wrapper(key)
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r = self.cache.get(key)
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else:
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key = f'{d}|asns|{ipversion}'
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self.ranking_cache_wrapper(key)
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r = self.cache.zscore(key, asn)
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if r:
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return float(r)
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return 0
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def get_sources(self, date: Dates=datetime.date.today()):
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'''Get the sources availables for a specific day (default: today).'''
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d = self.__normalize_date(date)
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key = f'{d}|sources'
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return self.storage.smembers(key)
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def get_asn_descriptions(self, asn: int, all_descriptions=False):
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descriptions = self.asn_meta.hgetall(f'{asn}|descriptions')
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if all_descriptions or not descriptions:
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return descriptions
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return descriptions[sorted(descriptions.keys(), reverse=True)[0]]
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def get_prefix_ips(self, asn: int, prefix: str, date: Dates=datetime.date.today(),
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source: Union[list, str]='', ipversion: str='v4'):
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if source:
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if isinstance(source, list):
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sources = source
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else:
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sources = [source]
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else:
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sources = self.get_sources(date)
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prefix_ips = defaultdict(list)
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d = self.__normalize_date(date)
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for source in sources:
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ips = set([ip_ts.split('|')[0]
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for ip_ts in self.storage.smembers(f'{d}|{source}|{asn}|{prefix}')])
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[prefix_ips[ip].append(source) for ip in ips]
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return prefix_ips
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def get_asn_history(self, asn: int, period: int=100, source: Union[list, str]='',
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ipversion: str='v4', date: Dates=datetime.date.today()):
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to_return = []
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if isinstance(date, str):
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date = parse(date).date()
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if date + timedelta(days=period / 3) > datetime.date.today():
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# the period to display will be around the date passed at least 2/3 before the date, at most 1/3 after
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date = datetime.date.today()
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for i in range(period):
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d = date - timedelta(days=i)
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rank = self.asn_rank(asn, d, source, ipversion)
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if rank is None:
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rank = 0
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to_return.insert(0, (d.isoformat(), rank))
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return to_return
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def country_rank(self, country: str, date: Dates=datetime.date.today(), source: Union[list, str]='',
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ipversion: str='v4'):
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ripe = StatsRIPE()
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d = self.__normalize_date(date)
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response = ripe.country_asns(country, query_time=d, details=1)
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if (not response.get('data') or not response['data'].get('countries') or not
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response['data']['countries'][0].get('routed')):
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logging.warning(f'Invalid response: {response}')
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# FIXME: return something
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return 0, [(0, 0)]
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routed_asns = response['data']['countries'][0]['routed']
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ranks = [self.asn_rank(asn, d, source, ipversion) for asn in routed_asns]
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to_return = zip(routed_asns, ranks)
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daily_sum = sum(ranks)
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return daily_sum, to_return
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def country_history(self, country: Union[list, str], period: int=30, source: Union[list, str]='',
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ipversion: str='v4', date: Dates=datetime.date.today()):
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to_return = {}
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if isinstance(date, str):
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date = parse(date).date()
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if date + timedelta(days=period / 3) > datetime.date.today():
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# the period to display will be around the date passed at least 2/3 before the date, at most 1/3 after
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date = datetime.date.today()
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if isinstance(country, str):
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country = [country]
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for c in country:
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to_return[c] = []
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for i in range(period):
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d = date - timedelta(days=i)
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rank, details = self.country_rank(c, d, source, ipversion)
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if rank is None:
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rank = 0
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to_return[c].insert(0, (d.isoformat(), rank, list(details)))
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return to_return
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def get_source_config(self):
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pass
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def get_sources_configs(self):
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config_dir = get_config_path() / 'modules'
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loaded = []
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for modulepath in config_dir.glob('*.json'):
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with open(modulepath) as f:
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loaded.append(json.load(f))
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return {'{}-{}'.format(config['vendor'], config['name']): config for config in loaded}
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