""" Functionality: - handle search to populate results to view - cache youtube video thumbnails and channel artwork - parse values in hit_cleanup for frontend - calculate pagination values """ from api.src.search_processor import SearchProcess from home.src.es.connect import ElasticWrap class SearchForm: """build query from search form data""" def multi_search(self, search_query): """searching through index""" path, query, query_type = SearchParser(search_query).run() response, _ = ElasticWrap(path).get(data=query) search_results = SearchProcess(response).process() all_results = self.build_results(search_results) return {"results": all_results, "queryType": query_type} @staticmethod def build_results(search_results): """build the all_results dict""" video_results = [] channel_results = [] playlist_results = [] fulltext_results = [] if search_results: for result in search_results: if result["_index"] == "ta_video": video_results.append(result) elif result["_index"] == "ta_channel": channel_results.append(result) elif result["_index"] == "ta_playlist": playlist_results.append(result) elif result["_index"] == "ta_subtitle": fulltext_results.append(result) all_results = { "video_results": video_results, "channel_results": channel_results, "playlist_results": playlist_results, "fulltext_results": fulltext_results, } return all_results class SearchParser: """handle structured searches""" def __init__(self, search_query): self.query_words = search_query.lower().split() self.query_map = {"term": [], "fuzzy": []} self.append_to = "term" def run(self): """collection, return path and query dict for es""" print(f"query words: {self.query_words}") query_type = self._find_map() self._run_words() self._delete_unset() self._match_data_types() path, query = QueryBuilder(self.query_map, query_type).run() return path, query, query_type def _find_map(self): """find query in keyword map""" first_word = self.query_words[0] key_word_map = self._get_map() if ":" in first_word: index_match, query_string = first_word.split(":") if index_match in key_word_map: self.query_map.update(key_word_map.get(index_match)) self.query_words[0] = query_string return index_match self.query_map.update(key_word_map.get("simple")) print(f"query_map: {self.query_map}") return "simple" @staticmethod def _get_map(): """return map to build on""" return { "simple": { "index": "ta_video,ta_channel,ta_playlist", }, "video": { "index": "ta_video", "channel": [], "active": [], }, "channel": { "index": "ta_channel", "active": [], "subscribed": [], }, "playlist": { "index": "ta_playlist", "active": [], "subscribed": [], }, "full": { "index": "ta_subtitle", "lang": [], "source": [], }, } def _run_words(self): """append word by word""" for word in self.query_words: if ":" in word: keyword, search_string = word.split(":") if keyword in self.query_map: self.append_to = keyword word = search_string if word: self.query_map[self.append_to].append(word) def _delete_unset(self): """delete unset keys""" new_query_map = {} for key, value in self.query_map.items(): if value: new_query_map.update({key: value}) self.query_map = new_query_map def _match_data_types(self): """match values with data types""" for key, value in self.query_map.items(): if key in ["term", "channel"]: self.query_map[key] = " ".join(self.query_map[key]) if key in ["active", "subscribed"]: self.query_map[key] = "yes" in value class QueryBuilder: """build query for ES from form data""" def __init__(self, query_map, query_type): self.query_map = query_map self.query_type = query_type def run(self): """build query""" path = self._build_path() query = self.build_query() print(f"es path: {path}") print(f"query: {query}") return path, query def _build_path(self): """build es index search path""" return f"{self.query_map.get('index')}/_search" def build_query(self): """build query based on query_type""" exec_map = { "simple": self._build_simple, "video": self._build_video, "channel": self._build_channel, "playlist": self._build_playlist, "full": self._build_fulltext, } build_must_list = exec_map[self.query_type] if self.query_type == "full": query = build_must_list() else: query = { "size": 30, "query": {"bool": {"must": build_must_list()}}, } return query def _get_fuzzy(self): """return fuziness valuee""" fuzzy_value = self.query_map.get("fuzzy", ["auto"])[0] if fuzzy_value == "no": return 0 if not fuzzy_value.isdigit(): return "auto" if int(fuzzy_value) > 2: return "2" return fuzzy_value def _build_simple(self): """build simple cross index query""" must_list = [] if (term := self.query_map.get("term")) is not None: must_list.append( { "multi_match": { "query": term, "type": "bool_prefix", "fuzziness": self._get_fuzzy(), "operator": "and", "fields": [ "channel_name._2gram", "channel_name._3gram", "channel_name.search_as_you_type", "playlist_name._2gram", "playlist_name._3gram", "playlist_name.search_as_you_type", "title._2gram", "title._3gram", "title.search_as_you_type", ], } } ) return must_list def _build_video(self): """build video query""" must_list = [] if (term := self.query_map.get("term")) is not None: must_list.append( { "multi_match": { "query": term, "type": "bool_prefix", "fuzziness": self._get_fuzzy(), "operator": "and", "fields": [ "title._2gram^2", "title._3gram^2", "title.search_as_you_type^2", "tags", "category", ], } } ) if (active := self.query_map.get("active")) is not None: must_list.append({"term": {"active": {"value": active}}}) if (channel := self.query_map.get("channel")) is not None: must_list.append( { "multi_match": { "query": channel, "type": "bool_prefix", "fuzziness": self._get_fuzzy(), "operator": "and", "fields": [ "channel.channel_name._2gram", "channel.channel_name._3gram", "channel.channel_name.search_as_you_type", ], } } ) return must_list def _build_channel(self): """build query for channel""" must_list = [] if (term := self.query_map.get("term")) is not None: must_list.append( { "multi_match": { "query": term, "type": "bool_prefix", "fuzziness": self._get_fuzzy(), "operator": "and", "fields": [ "channel_description", "channel_name._2gram^2", "channel_name._3gram^2", "channel_name.search_as_you_type^2", "channel_tags", ], } } ) if (active := self.query_map.get("active")) is not None: must_list.append({"term": {"channel_active": {"value": active}}}) if (subscribed := self.query_map.get("subscribed")) is not None: must_list.append( {"term": {"channel_subscribed": {"value": subscribed}}} ) return must_list def _build_playlist(self): """build query for playlist""" must_list = [] if (term := self.query_map.get("term")) is not None: must_list.append( { "multi_match": { "query": term, "type": "bool_prefix", "fuzziness": self._get_fuzzy(), "operator": "and", "fields": [ "playlist_description", "playlist_name._2gram^2", "playlist_name._3gram^2", "playlist_name.search_as_you_type^2", ], } } ) if (active := self.query_map.get("active")) is not None: must_list.append({"term": {"playlist_active": {"value": active}}}) if (subscribed := self.query_map.get("subscribed")) is not None: must_list.append( {"term": {"playlist_subscribed": {"value": subscribed}}} ) return must_list def _build_fulltext(self): """build query for fulltext search""" must_list = [] if (term := self.query_map.get("term")) is not None: must_list.append( { "match": { "subtitle_line": { "query": term, "fuzziness": self._get_fuzzy(), } } } ) if (lang := self.query_map.get("lang")) is not None: must_list.append({"term": {"subtitle_lang": {"value": lang[0]}}}) if (source := self.query_map.get("source")) is not None: must_list.append( {"term": {"subtitle_source": {"value": source[0]}}} ) query = { "size": 30, "query": {"bool": {"must": must_list}}, "highlight": { "fields": { "subtitle_line": { "number_of_fragments": 0, "pre_tags": [''], "post_tags": [""], } } }, } return query