python elasearch-dsl 查詢

python elasearch-dsl 查詢

pip install  elasticsearch-dsl

pip install  elasticsearch

from elasticsearch import Elasticsearch
client = Elasticsearch('127.0.0.1:9021')
 
def esSearch():
        from elasticsearch_dsl.search import Search, Q, A
        index = 'test_base_service_test_case'
        search = Search(using=client, index=index).params(size=10000)
        
        # 1.匹配條件
        q1= Q("match", project_id=581) & Q("match", is_delete=0)   # 等於
        q2 = Q("terms", id=[1, 3, 5, 7, 9])                        # in
        search = search.query(q1).query(q2)
        
        # 2.範圍查詢(range)
        search = search.filter("range", create_time={"gte": '2020-02-26T20:17:04.000Z', "lte": '2020-03-27T20:53:24.000Z'})

        # 3.排序
        search = search.sort({'creation_date': {"order": "desc"}})

        # 4.返回結果過濾
        search = search.source(include=["id", "creation_date"], exclude=[])

        # 5.求和 （無返回值）
        search.aggs.metric("sum_age", "stats", field="age")   # 對age求和; stats爲固定字段名，可改爲extended_stats

        # 6.分組求和 （無返回值）
        search.aggs.bucket("groupDate", "date_histogram", field="creation_time", interval="day", format="yyyy-MM-dd")   # 按照creation_date分天統計記錄條數,相當於count(id) group by day

        # 7.執行
        search_result = search.execute()

        # 8.結果轉化爲dict
        search_result = search_result.to_dict()

        return search_result