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