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아빠는 개발자
[Aqqle] API - 상품 본문
검색대상
products index (alias : shop)
index 의 prefix 랑 alias 를 맞춰야 겠다.
쿼리의 구조는 아래와 같은데.. 뭔가 복잡하네
query > function_score > query > bool > must , should
query > function_score > functions > filter > match_all
query > function_score > functions > script_score > script
위의 구조에서 script 의 유사도 비교는 cosineSimilarity 로 별다른 계산로직을 태우지 않고 일단 실행
결과값에 vector 제외 (excludes)
API swagger 가 설치되어 있으니 검색 테스트
response
전체 검색 쿼리
{
"size": 8,
"query": {
"function_score": {
"query": {
"bool": {
"must": [
{
"multi_match": {
"query": "몽클레어",
"fields": [
"category^1.0",
"name^1.0"
],
"type": "best_fields",
"operator": "OR",
"slop": 0,
"prefix_length": 0,
"max_expansions": 50,
"zero_terms_query": "NONE",
"auto_generate_synonyms_phrase_query": true,
"fuzzy_transpositions": true,
"boost": 1
}
}
],
"should": [
{
"multi_match": {
"query": "몽클레어",
"fields": [
"category1^1.0",
"category2^1.0",
"category3^1.0",
"category4^1.0",
"category5^1.0"
],
"type": "best_fields",
"operator": "OR",
"slop": 0,
"prefix_length": 0,
"max_expansions": 50,
"zero_terms_query": "NONE",
"auto_generate_synonyms_phrase_query": true,
"fuzzy_transpositions": true,
"boost": 1
}
}
],
"adjust_pure_negative": true,
"boost": 1
}
},
"functions": [
{
"filter": {
"match_all": {
"boost": 1
}
},
"weight": 0.1,
"script_score": {
"script": {
"source": "cosineSimilarity(params.query_vector, 'feature_vector') + 1.0",
"lang": "painless",
"params": {
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}
}
}
}
],
"score_mode": "multiply",
"max_boost": 3.4028235e+38,
"boost": 1
}
},
"_source": {
"includes": [],
"excludes": [
"feature_vector"
]
}
}
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