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							'''
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							 | 
							
							searx is free software: you can redistribute it and/or modify
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							 | 
							
							it under the terms of the GNU Affero General Public License as published by
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							 | 
							
							the Free Software Foundation, either version 3 of the License, or
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							 | 
							
							(at your option) any later version.
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							 | 
							
							
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							 | 
							
							searx is distributed in the hope that it will be useful,
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							 | 
							
							but WITHOUT ANY WARRANTY; without even the implied warranty of
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							 | 
							
							MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
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							 | 
							
							GNU Affero General Public License for more details.
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							 | 
							
							
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							 | 
							
							You should have received a copy of the GNU Affero General Public License
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							 | 
							
							along with searx. If not, see < http://www.gnu.org/licenses/ >.
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							 | 
							
							
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							 | 
							
							(C) 2013- by Adam Tauber, <asciimoo@gmail.com>
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							 | 
							
							'''
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							 | 
							
							
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							import sys
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							import threading
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							from os.path import realpath, dirname
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							from io import open
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							from babel.localedata import locale_identifiers
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							from flask_babel import gettext
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							from operator import itemgetter
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							from json import loads
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							from requests import get
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							from searx import settings
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							from searx import logger
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							from searx.utils import load_module, match_language, get_engine_from_settings
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							 | 
							
							
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							 | 
							
							
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							logger = logger.getChild('engines')
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							 | 
							
							
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							engine_dir = dirname(realpath(__file__))
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							engines = {}
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							categories = {'general': []}
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							 | 
							
							
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							languages = loads(open(engine_dir + '/../data/engines_languages.json', 'r', encoding='utf-8').read())
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							babel_langs = [lang_parts[0] + '-' + lang_parts[-1] if len(lang_parts) > 1 else lang_parts[0]
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							 | 
							
							               for lang_parts in (lang_code.split('_') for lang_code in locale_identifiers())]
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							engine_shortcuts = {}
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							engine_default_args = {'paging': False,
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							                       'categories': ['general'],
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							                       'language_support': True,
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							                       'supported_languages': [],
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							                       'safesearch': False,
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							                       'timeout': settings['outgoing']['request_timeout'],
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							                       'shortcut': '-',
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							                       'disabled': False,
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							                       'suspend_end_time': 0,
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							                       'continuous_errors': 0,
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							                       'time_range_support': False,
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							                       'offline': False,
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							                       'tokens': []}
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							 | 
							
							
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							 | 
							
							
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							def load_engine(engine_data):
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							    engine_name = engine_data['name']
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							    if '_' in engine_name:
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							        logger.error('Engine name contains underscore: "{}"'.format(engine_name))
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							        sys.exit(1)
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							    if engine_name.lower() != engine_name:
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							        logger.warn('Engine name is not lowercase: "{}", converting to lowercase'.format(engine_name))
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							        engine_name = engine_name.lower()
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							        engine_data['name'] = engine_name
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							    engine_module = engine_data['engine']
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							 | 
							
							
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							    try:
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							        engine = load_module(engine_module + '.py', engine_dir)
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							    except:
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							        logger.exception('Cannot load engine "{}"'.format(engine_module))
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							        return None
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							    for param_name in engine_data:
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							        if param_name == 'engine':
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							            continue
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							        if param_name == 'categories':
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							            if engine_data['categories'] == 'none':
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							                engine.categories = []
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							            else:
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							                engine.categories = list(map(str.strip, engine_data['categories'].split(',')))
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							            continue
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							        setattr(engine, param_name, engine_data[param_name])
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							    for arg_name, arg_value in engine_default_args.items():
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							        if not hasattr(engine, arg_name):
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							            setattr(engine, arg_name, arg_value)
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							    # checking required variables
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							    for engine_attr in dir(engine):
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							        if engine_attr.startswith('_'):
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							            continue
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							        if engine_attr == 'inactive' and getattr(engine, engine_attr) is True:
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							            return None
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							        if getattr(engine, engine_attr) is None:
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							            logger.error('Missing engine config attribute: "{0}.{1}"'
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							                         .format(engine.name, engine_attr))
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							            sys.exit(1)
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							    # assign supported languages from json file
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							    if engine_data['name'] in languages:
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							        setattr(engine, 'supported_languages', languages[engine_data['name']])
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							    # find custom aliases for non standard language codes
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							    if hasattr(engine, 'supported_languages'):
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							        if hasattr(engine, 'language_aliases'):
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							            language_aliases = getattr(engine, 'language_aliases')
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							        else:
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							            language_aliases = {}
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							        for engine_lang in getattr(engine, 'supported_languages'):
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							            iso_lang = match_language(engine_lang, babel_langs, fallback=None)
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							            if iso_lang and iso_lang != engine_lang and not engine_lang.startswith(iso_lang) and \
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							               iso_lang not in getattr(engine, 'supported_languages'):
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							                language_aliases[iso_lang] = engine_lang
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							        setattr(engine, 'language_aliases', language_aliases)
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							    # assign language fetching method if auxiliary method exists
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							    if hasattr(engine, '_fetch_supported_languages'):
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							        setattr(engine, 'fetch_supported_languages',
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							                lambda: engine._fetch_supported_languages(get(engine.supported_languages_url)))
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							    engine.stats = {
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							        'result_count': 0,
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							        'search_count': 0,
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							        'engine_time': 0,
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							        'engine_time_count': 0,
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							        'score_count': 0,
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							        'errors': 0
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							    }
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							    if not engine.offline:
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							        engine.stats['page_load_time'] = 0
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							        engine.stats['page_load_count'] = 0
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							    for category_name in engine.categories:
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							        categories.setdefault(category_name, []).append(engine)
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							    if engine.shortcut in engine_shortcuts:
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							        logger.error('Engine config error: ambigious shortcut: {0}'.format(engine.shortcut))
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							        sys.exit(1)
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							    engine_shortcuts[engine.shortcut] = engine.name
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							    return engine
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							def to_percentage(stats, maxvalue):
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							    for engine_stat in stats:
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							        if maxvalue:
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							            engine_stat['percentage'] = int(engine_stat['avg'] / maxvalue * 100)
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							        else:
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							            engine_stat['percentage'] = 0
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							    return stats
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							def get_engines_stats(preferences):
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							    # TODO refactor
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							    pageloads = []
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							    engine_times = []
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							    results = []
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							    scores = []
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							    errors = []
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							    scores_per_result = []
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							    max_pageload = max_engine_times = max_results = max_score = max_errors = max_score_per_result = 0  # noqa
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							    for engine in engines.values():
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							        if not preferences.validate_token(engine):
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							            continue
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							 | 
							
							
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							        if engine.stats['search_count'] == 0:
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							            continue
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							 | 
							
							
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							 | 
							
							        results_num = \
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							            engine.stats['result_count'] / float(engine.stats['search_count'])
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							 | 
							
							
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							        if engine.stats['engine_time_count'] != 0:
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							 | 
							
							            this_engine_time = engine.stats['engine_time'] / float(engine.stats['engine_time_count'])  # noqa
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							 | 
							
							        else:
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							            this_engine_time = 0
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							 | 
							
							
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							 | 
							
							        if results_num:
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							 | 
							
							            score = engine.stats['score_count'] / float(engine.stats['search_count'])  # noqa
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							            score_per_result = score / results_num
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							        else:
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							 | 
							
							            score = score_per_result = 0.0
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							 | 
							
							
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							        if not engine.offline:
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							            load_times = 0
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							            if engine.stats['page_load_count'] != 0:
 | 
						
						
						
						
							 | 
							
							                load_times = engine.stats['page_load_time'] / float(engine.stats['page_load_count'])  # noqa
 | 
						
						
						
						
							 | 
							
							            max_pageload = max(load_times, max_pageload)
 | 
						
						
						
						
							 | 
							
							            pageloads.append({'avg': load_times, 'name': engine.name})
 | 
						
						
						
						
							 | 
							
							
 | 
						
						
						
						
							 | 
							
							        max_engine_times = max(this_engine_time, max_engine_times)
 | 
						
						
						
						
							 | 
							
							        max_results = max(results_num, max_results)
 | 
						
						
						
						
							 | 
							
							        max_score = max(score, max_score)
 | 
						
						
						
						
							 | 
							
							        max_score_per_result = max(score_per_result, max_score_per_result)
 | 
						
						
						
						
							 | 
							
							        max_errors = max(max_errors, engine.stats['errors'])
 | 
						
						
						
						
							 | 
							
							
 | 
						
						
						
						
							 | 
							
							        engine_times.append({'avg': this_engine_time, 'name': engine.name})
 | 
						
						
						
						
							 | 
							
							        results.append({'avg': results_num, 'name': engine.name})
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							 | 
							
							        scores.append({'avg': score, 'name': engine.name})
 | 
						
						
						
						
							 | 
							
							        errors.append({'avg': engine.stats['errors'], 'name': engine.name})
 | 
						
						
						
						
							 | 
							
							        scores_per_result.append({
 | 
						
						
						
						
							 | 
							
							            'avg': score_per_result,
 | 
						
						
						
						
							 | 
							
							            'name': engine.name
 | 
						
						
						
						
							 | 
							
							        })
 | 
						
						
						
						
							 | 
							
							
 | 
						
						
						
						
							 | 
							
							    pageloads = to_percentage(pageloads, max_pageload)
 | 
						
						
						
						
							 | 
							
							    engine_times = to_percentage(engine_times, max_engine_times)
 | 
						
						
						
						
							 | 
							
							    results = to_percentage(results, max_results)
 | 
						
						
						
						
							 | 
							
							    scores = to_percentage(scores, max_score)
 | 
						
						
						
						
							 | 
							
							    scores_per_result = to_percentage(scores_per_result, max_score_per_result)
 | 
						
						
						
						
							 | 
							
							    erros = to_percentage(errors, max_errors)
 | 
						
						
						
						
							 | 
							
							
 | 
						
						
						
						
							 | 
							
							    return [
 | 
						
						
						
						
							 | 
							
							        (
 | 
						
						
						
						
							 | 
							
							            gettext('Engine time (sec)'),
 | 
						
						
						
						
							 | 
							
							            sorted(engine_times, key=itemgetter('avg'))
 | 
						
						
						
						
							 | 
							
							        ),
 | 
						
						
						
						
							 | 
							
							        (
 | 
						
						
						
						
							 | 
							
							            gettext('Page loads (sec)'),
 | 
						
						
						
						
							 | 
							
							            sorted(pageloads, key=itemgetter('avg'))
 | 
						
						
						
						
							 | 
							
							        ),
 | 
						
						
						
						
							 | 
							
							        (
 | 
						
						
						
						
							 | 
							
							            gettext('Number of results'),
 | 
						
						
						
						
							 | 
							
							            sorted(results, key=itemgetter('avg'), reverse=True)
 | 
						
						
						
						
							 | 
							
							        ),
 | 
						
						
						
						
							 | 
							
							        (
 | 
						
						
						
						
							 | 
							
							            gettext('Scores'),
 | 
						
						
						
						
							 | 
							
							            sorted(scores, key=itemgetter('avg'), reverse=True)
 | 
						
						
						
						
							 | 
							
							        ),
 | 
						
						
						
						
							 | 
							
							        (
 | 
						
						
						
						
							 | 
							
							            gettext('Scores per result'),
 | 
						
						
						
						
							 | 
							
							            sorted(scores_per_result, key=itemgetter('avg'), reverse=True)
 | 
						
						
						
						
							 | 
							
							        ),
 | 
						
						
						
						
							 | 
							
							        (
 | 
						
						
						
						
							 | 
							
							            gettext('Errors'),
 | 
						
						
						
						
							 | 
							
							            sorted(errors, key=itemgetter('avg'), reverse=True)
 | 
						
						
						
						
							 | 
							
							        ),
 | 
						
						
						
						
							 | 
							
							    ]
 | 
						
						
						
						
							 | 
							
							
 | 
						
						
						
						
							 | 
							
							
 | 
						
						
						
						
							 | 
							
							def load_engines(engine_list):
 | 
						
						
						
						
							 | 
							
							    global engines
 | 
						
						
						
						
							 | 
							
							    engines.clear()
 | 
						
						
						
						
							 | 
							
							    for engine_data in engine_list:
 | 
						
						
						
						
							 | 
							
							        engine = load_engine(engine_data)
 | 
						
						
						
						
							 | 
							
							        if engine is not None:
 | 
						
						
						
						
							 | 
							
							            engines[engine.name] = engine
 | 
						
						
						
						
							 | 
							
							    return engines
 | 
						
						
						
						
							 | 
							
							
 | 
						
						
						
						
							 | 
							
							
 | 
						
						
						
						
							 | 
							
							def initialize_engines(engine_list):
 | 
						
						
						
						
							 | 
							
							    load_engines(engine_list)
 | 
						
						
						
						
							 | 
							
							
 | 
						
						
						
						
							 | 
							
							    def engine_init(engine_name, init_fn):
 | 
						
						
						
						
							 | 
							
							        init_fn(get_engine_from_settings(engine_name))
 | 
						
						
						
						
							 | 
							
							        logger.debug('%s engine: Initialized', engine_name)
 | 
						
						
						
						
							 | 
							
							
 | 
						
						
						
						
							 | 
							
							    for engine_name, engine in engines.items():
 | 
						
						
						
						
							 | 
							
							        if hasattr(engine, 'init'):
 | 
						
						
						
						
							 | 
							
							            init_fn = getattr(engine, 'init')
 | 
						
						
						
						
							 | 
							
							            if init_fn:
 | 
						
						
						
						
							 | 
							
							                logger.debug('%s engine: Starting background initialization', engine_name)
 | 
						
						
						
						
							 | 
							
							                threading.Thread(target=engine_init, args=(engine_name, init_fn)).start()
 |