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https://github.com/Alexander-D-Karpov/akarpov
synced 2025-02-22 13:00:34 +03:00
updated song search
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@ -10,28 +10,60 @@
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def search_song(query):
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search = SongDocument.search()
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# Build a multi_match query that searches in song name, authors' names, and album names
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multi_match_query = ES_Q(
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"multi_match",
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query=query,
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fields=[
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"name^5",
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"name.raw^10",
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"name.exact^15",
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"authors.name^4",
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"authors.name.raw^8",
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"authors.name.exact^12",
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"album.name^3",
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"album.name.raw^6",
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"album.name.exact^9",
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],
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fuzziness="AUTO",
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operator="and",
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type="best_fields",
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)
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# Split the query into words
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terms = query.strip().split()
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# Initialize must and should clauses
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must_clauses = []
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should_clauses = []
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# Build queries for song names
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song_name_queries = [
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ES_Q("match_phrase", name={"query": query, "boost": 5}),
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ES_Q("match", name={"query": query, "fuzziness": "AUTO", "boost": 4}),
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ES_Q("wildcard", name={"value": f"*{query.lower()}*", "boost": 2}),
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]
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# Build queries for author names
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author_name_queries = [
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ES_Q(
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"nested",
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path="authors",
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query=ES_Q("match_phrase", name={"query": query, "boost": 5}),
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),
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ES_Q(
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"nested",
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path="authors",
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query=ES_Q("match", name={"query": query, "fuzziness": "AUTO", "boost": 4}),
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),
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ES_Q(
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"nested",
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path="authors",
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query=ES_Q("wildcard", name={"value": f"*{query.lower()}*", "boost": 2}),
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),
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]
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# If the query contains multiple terms, assume it might include both song and author names
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if len(terms) > 1:
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# Build combined queries
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must_clauses.extend(
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[
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ES_Q("bool", should=song_name_queries),
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ES_Q("bool", should=author_name_queries),
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]
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)
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else:
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# If single term, search both song and author names but with lower boost
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should_clauses.extend(song_name_queries + author_name_queries)
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# Combine must and should clauses
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if must_clauses:
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search_query = ES_Q("bool", must=must_clauses, should=should_clauses)
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else:
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search_query = ES_Q("bool", should=should_clauses, minimum_should_match=1)
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# Execute search with size limit
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search = search.query(multi_match_query).extra(size=20)
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search = search.query(search_query).extra(size=20)
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response = search.execute()
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if response.hits:
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