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			383 lines
		
	
	
		
			14 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
			
		
		
	
	
			383 lines
		
	
	
		
			14 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
import re
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from collections import defaultdict
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from operator import itemgetter
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from threading import RLock
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from urllib.parse import urlparse, unquote
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from searx import logger
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from searx.engines import engines
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from searx.metrics import histogram_observe, counter_add, count_error
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CONTENT_LEN_IGNORED_CHARS_REGEX = re.compile(r'[,;:!?\./\\\\ ()-_]', re.M | re.U)
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WHITESPACE_REGEX = re.compile('( |\t|\n)+', re.M | re.U)
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# return the meaningful length of the content for a result
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def result_content_len(content):
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    if isinstance(content, str):
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        return len(CONTENT_LEN_IGNORED_CHARS_REGEX.sub('', content))
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    else:
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        return 0
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def compare_urls(url_a, url_b):
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    """Lazy compare between two URL.
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    "www.example.com" and "example.com" are equals.
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    "www.example.com/path/" and "www.example.com/path" are equals.
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    "https://www.example.com/" and "http://www.example.com/" are equals.
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    Args:
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        url_a (ParseResult): first URL
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        url_b (ParseResult): second URL
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    Returns:
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        bool: True if url_a and url_b are equals
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    """
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    # ignore www. in comparison
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    if url_a.netloc.startswith('www.'):
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        host_a = url_a.netloc.replace('www.', '', 1)
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    else:
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        host_a = url_a.netloc
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    if url_b.netloc.startswith('www.'):
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        host_b = url_b.netloc.replace('www.', '', 1)
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    else:
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        host_b = url_b.netloc
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    if host_a != host_b or url_a.query != url_b.query or url_a.fragment != url_b.fragment:
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        return False
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    # remove / from the end of the url if required
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    path_a = url_a.path[:-1]\
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        if url_a.path.endswith('/')\
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        else url_a.path
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    path_b = url_b.path[:-1]\
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        if url_b.path.endswith('/')\
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        else url_b.path
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    return unquote(path_a) == unquote(path_b)
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def merge_two_infoboxes(infobox1, infobox2):
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    # get engines weights
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    if hasattr(engines[infobox1['engine']], 'weight'):
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        weight1 = engines[infobox1['engine']].weight
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    else:
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        weight1 = 1
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    if hasattr(engines[infobox2['engine']], 'weight'):
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        weight2 = engines[infobox2['engine']].weight
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    else:
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        weight2 = 1
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    if weight2 > weight1:
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        infobox1['engine'] = infobox2['engine']
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    infobox1['engines'] |= infobox2['engines']
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    if 'urls' in infobox2:
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        urls1 = infobox1.get('urls', None)
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        if urls1 is None:
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            urls1 = []
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        for url2 in infobox2.get('urls', []):
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            unique_url = True
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            parsed_url2 = urlparse(url2.get('url', ''))
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            entity_url2 = url2.get('entity')
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            for url1 in urls1:
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                if (entity_url2 is not None and url1.get('entity') == entity_url2)\
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                   or compare_urls(urlparse(url1.get('url', '')), parsed_url2):
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                    unique_url = False
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                    break
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            if unique_url:
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                urls1.append(url2)
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        infobox1['urls'] = urls1
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    if 'img_src' in infobox2:
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        img1 = infobox1.get('img_src', None)
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        img2 = infobox2.get('img_src')
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        if img1 is None:
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            infobox1['img_src'] = img2
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        elif weight2 > weight1:
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            infobox1['img_src'] = img2
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    if 'attributes' in infobox2:
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        attributes1 = infobox1.get('attributes')
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        if attributes1 is None:
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            infobox1['attributes'] = attributes1 = []
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        attributeSet = set()
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        for attribute in attributes1:
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            label = attribute.get('label')
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            if label not in attributeSet:
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                attributeSet.add(label)
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            entity = attribute.get('entity')
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            if entity not in attributeSet:
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                attributeSet.add(entity)
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        for attribute in infobox2.get('attributes', []):
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            if attribute.get('label') not in attributeSet\
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               and attribute.get('entity') not in attributeSet:
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                attributes1.append(attribute)
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    if 'content' in infobox2:
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        content1 = infobox1.get('content', None)
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        content2 = infobox2.get('content', '')
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        if content1 is not None:
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            if result_content_len(content2) > result_content_len(content1):
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                infobox1['content'] = content2
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        else:
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            infobox1['content'] = content2
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def result_score(result):
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    weight = 1.0
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    for result_engine in result['engines']:
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        if hasattr(engines[result_engine], 'weight'):
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            weight *= float(engines[result_engine].weight)
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    occurences = len(result['positions'])
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    return sum((occurences * weight) / position for position in result['positions'])
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class ResultContainer:
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    """docstring for ResultContainer"""
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    __slots__ = '_merged_results', 'infoboxes', 'suggestions', 'answers', 'corrections', '_number_of_results',\
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                '_ordered', 'paging', 'unresponsive_engines', 'timings', 'redirect_url', 'engine_data'
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    def __init__(self):
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        super().__init__()
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        self._merged_results = []
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        self.infoboxes = []
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        self.suggestions = set()
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        self.answers = {}
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        self.corrections = set()
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        self._number_of_results = []
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        self.engine_data = defaultdict(dict)
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        self._ordered = False
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        self.paging = False
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        self.unresponsive_engines = set()
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        self.timings = []
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        self.redirect_url = None
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    def extend(self, engine_name, results):
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        standard_result_count = 0
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        error_msgs = set()
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        for result in list(results):
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            result['engine'] = engine_name
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            if 'suggestion' in result:
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                self.suggestions.add(result['suggestion'])
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            elif 'answer' in result:
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                self.answers[result['answer']] = result
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            elif 'correction' in result:
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                self.corrections.add(result['correction'])
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            elif 'infobox' in result:
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                self._merge_infobox(result)
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            elif 'number_of_results' in result:
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                self._number_of_results.append(result['number_of_results'])
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            elif 'engine_data' in result:
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                self.engine_data[engine_name][result['key']] = result['engine_data']
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            else:
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                # standard result (url, title, content)
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                if 'url' in result and not isinstance(result['url'], str):
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                    logger.debug('result: invalid URL: %s', str(result))
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                    error_msgs.add('invalid URL')
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                elif 'title' in result and not isinstance(result['title'], str):
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                    logger.debug('result: invalid title: %s', str(result))
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                    error_msgs.add('invalid title')
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                elif 'content' in result and not isinstance(result['content'], str):
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                    logger.debug('result: invalid content: %s', str(result))
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                    error_msgs.add('invalid content')
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                else:
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                    self._merge_result(result, standard_result_count + 1)
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                    standard_result_count += 1
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        if len(error_msgs) > 0:
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            for msg in error_msgs:
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                count_error(engine_name, 'some results are invalids: ' + msg, secondary=True)
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        if engine_name in engines:
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            histogram_observe(standard_result_count, 'engine', engine_name, 'result', 'count')
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        if not self.paging and standard_result_count > 0 and engine_name in engines\
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           and engines[engine_name].paging:
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            self.paging = True
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    def _merge_infobox(self, infobox):
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        add_infobox = True
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        infobox_id = infobox.get('id', None)
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        infobox['engines'] = set([infobox['engine']])
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        if infobox_id is not None:
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            parsed_url_infobox_id = urlparse(infobox_id)
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            for existingIndex in self.infoboxes:
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                if compare_urls(urlparse(existingIndex.get('id', '')), parsed_url_infobox_id):
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                    merge_two_infoboxes(existingIndex, infobox)
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                    add_infobox = False
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        if add_infobox:
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            self.infoboxes.append(infobox)
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    def _merge_result(self, result, position):
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        if 'url' in result:
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            self.__merge_url_result(result, position)
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            return
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        self.__merge_result_no_url(result, position)
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    def __merge_url_result(self, result, position):
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        result['parsed_url'] = urlparse(result['url'])
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        # if the result has no scheme, use http as default
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        if not result['parsed_url'].scheme:
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            result['parsed_url'] = result['parsed_url']._replace(scheme="http")
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            result['url'] = result['parsed_url'].geturl()
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        result['engines'] = set([result['engine']])
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        # strip multiple spaces and cariage returns from content
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        if result.get('content'):
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            result['content'] = WHITESPACE_REGEX.sub(' ', result['content'])
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        duplicated = self.__find_duplicated_http_result(result)
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        if duplicated:
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            self.__merge_duplicated_http_result(duplicated, result, position)
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            return
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        # if there is no duplicate found, append result
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        result['positions'] = [position]
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        with RLock():
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            self._merged_results.append(result)
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    def __find_duplicated_http_result(self, result):
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        result_template = result.get('template')
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        for merged_result in self._merged_results:
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            if 'parsed_url' not in merged_result:
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                continue
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            if compare_urls(result['parsed_url'], merged_result['parsed_url'])\
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               and result_template == merged_result.get('template'):
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                if result_template != 'images.html':
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                    # not an image, same template, same url : it's a duplicate
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                    return merged_result
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                else:
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                    # it's an image
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                    # it's a duplicate if the parsed_url, template and img_src are differents
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                    if result.get('img_src', '') == merged_result.get('img_src', ''):
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                        return merged_result
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        return None
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    def __merge_duplicated_http_result(self, duplicated, result, position):
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        # using content with more text
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        if result_content_len(result.get('content', '')) >\
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                result_content_len(duplicated.get('content', '')):
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            duplicated['content'] = result['content']
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        # merge all result's parameters not found in duplicate
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        for key in result.keys():
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            if not duplicated.get(key):
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                duplicated[key] = result.get(key)
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        # add the new position
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        duplicated['positions'].append(position)
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        # add engine to list of result-engines
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        duplicated['engines'].add(result['engine'])
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        # using https if possible
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        if duplicated['parsed_url'].scheme != 'https' and result['parsed_url'].scheme == 'https':
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            duplicated['url'] = result['parsed_url'].geturl()
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            duplicated['parsed_url'] = result['parsed_url']
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    def __merge_result_no_url(self, result, position):
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        result['engines'] = set([result['engine']])
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        result['positions'] = [position]
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        with RLock():
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            self._merged_results.append(result)
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    def order_results(self):
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        for result in self._merged_results:
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            score = result_score(result)
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            result['score'] = score
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            for result_engine in result['engines']:
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                counter_add(score, 'engine', result_engine, 'score')
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        results = sorted(self._merged_results, key=itemgetter('score'), reverse=True)
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        # pass 2 : group results by category and template
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        gresults = []
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        categoryPositions = {}
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        for res in results:
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            # FIXME : handle more than one category per engine
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            engine = engines[res['engine']]
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            res['category'] = engine.categories[0] if len(engine.categories) > 0 else ''
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            # FIXME : handle more than one category per engine
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            category = res['category']\
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                + ':' + res.get('template', '')\
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                + ':' + ('img_src' if 'img_src' in res or 'thumbnail' in res else '')
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            current = None if category not in categoryPositions\
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                else categoryPositions[category]
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            # group with previous results using the same category
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            # if the group can accept more result and is not too far
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            # from the current position
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            if current is not None and (current['count'] > 0)\
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                    and (len(gresults) - current['index'] < 20):
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                # group with the previous results using
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                # the same category with this one
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                index = current['index']
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                gresults.insert(index, res)
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                # update every index after the current one
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                # (including the current one)
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                for k in categoryPositions:
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                    v = categoryPositions[k]['index']
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                    if v >= index:
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                        categoryPositions[k]['index'] = v + 1
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                # update this category
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                current['count'] -= 1
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            else:
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                # same category
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                gresults.append(res)
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                # update categoryIndex
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                categoryPositions[category] = {'index': len(gresults), 'count': 8}
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        # update _merged_results
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        self._ordered = True
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        self._merged_results = gresults
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    def get_ordered_results(self):
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        if not self._ordered:
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            self.order_results()
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        return self._merged_results
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    def results_length(self):
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        return len(self._merged_results)
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    def results_number(self):
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        resultnum_sum = sum(self._number_of_results)
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        if not resultnum_sum or not self._number_of_results:
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            return 0
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        return resultnum_sum / len(self._number_of_results)
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    def add_unresponsive_engine(self, engine_name, error_type, error_message=None, suspended=False):
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        if engines[engine_name].display_error_messages:
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            self.unresponsive_engines.add((engine_name, error_type, error_message, suspended))
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    def add_timing(self, engine_name, engine_time, page_load_time):
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        timing = {
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            'engine': engines[engine_name].shortcut,
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            'total': engine_time,
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            'load': page_load_time,
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        }
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        self.timings.append(timing)
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    def get_timings(self):
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        return self.timings
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