魔法记事本

elasticsearch工具

11/2/2022 elasticsearch

<dependency>
    <groupId>org.elasticsearch.client</groupId>
    <artifactId>elasticsearch-rest-high-level-client</artifactId>
    <version>7.10.0</version>
</dependency>
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# es dsl语法与java实现案例

# 案例一

{"query":{"bool":{"must":[{"range":{"createAt":{"from":"2022-01-01 00:00:00","to":"2022-01-02 00:00:00","include_lower":true,"include_upper":false,"format":"yyyy-MM-dd HH:mm:ss","boost":1.0}}},{"terms":{"object_col1.object_col2.kw_col3":["v1","v2"],"boost":1.0}}],"adjust_pure_negative":true,"boost":1.0}},"_source":{"includes":["id","object_col4.object_col5"],"excludes":[]},"track_total_hits":2147483647}
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        SearchSourceBuilder searchSourceBuilder=new SearchSourceBuilder();
        BoolQueryBuilder boolQuery=QueryBuilders.boolQuery();
        boolQuery.must(QueryBuilders.rangeQuery("createAt").gte("2022-01-01 00:00:00").lt("2022-01-02 00:00:00").format("yyyy-MM-dd HH:mm:ss"));
        boolQuery.must(QueryBuilders.termsQuery("object_col1.object_col2.kw_col3",Lists.newArrayList("v1","v2")));

        String[]includeFields=new String[]{"id","object_col4.object_col5"};
        searchSourceBuilder.fetchSource(includeFields,new String[]{});
        searchSourceBuilder.query(boolQuery);
        // 如果查询结果超过1w条数据 需要加上  "track_total_hits":true ，不然只能显示出9999条
        searchSourceBuilder.trackTotalHits(true);
        System.out.println(searchSourceBuilder);
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# 案例二

{"size":0,"query":{"bool":{"must":[{"term":{"kw_following":{"value":1111111111,"boost":1.0}}}],"adjust_pure_negative":true,"boost":1.0}},"track_total_hits":2147483647,"aggregations":{"user_quality":{"filters":{"filters":{"bots_zombies":{"bool":{"must":[{"term":{"bool_verified":{"value":false,"boost":1.0}}},{"range":{"long_followersCount":{"from":null,"to":10,"include_lower":true,"include_upper":true,"boost":1.0}}}],"adjust_pure_negative":true,"boost":1.0}},"high_quality_audience":{"bool":{"should":[{"bool":{"must":[{"range":{"long_followersCount":{"from":1001,"to":null,"include_lower":true,"include_upper":true,"boost":1.0}}}],"adjust_pure_negative":true,"boost":1.0}},{"term":{"bool_verified":{"value":true,"boost":1.0}}}],"adjust_pure_negative":true,"boost":1.0}},"regular_audience":{"bool":{"must":[{"term":{"bool_verified":{"value":false,"boost":1.0}}},{"range":{"long_followersCount":{"from":11,"to":1000,"include_lower":true,"include_upper":true,"boost":1.0}}}],"adjust_pure_negative":true,"boost":1.0}}},"other_bucket":false,"other_bucket_key":"_other_"}}}}
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        SearchSourceBuilder searchSourceBuilder=new SearchSourceBuilder();
        // 构建查询语句
        BoolQueryBuilder boolQuery=QueryBuilders.boolQuery();
        boolQuery.must(QueryBuilders.termQuery("kw_following",1111111111));

        searchSourceBuilder.size(0);
        searchSourceBuilder.query(boolQuery);
        // 如果查询结果超过1w条数据 需要加上  "track_total_hits":true ，不然只能显示出9999条
        searchSourceBuilder.trackTotalHits(true);

        BoolQueryBuilder hqaBuilder=QueryBuilders.boolQuery();
        hqaBuilder.should(QueryBuilders.boolQuery().must(QueryBuilders.rangeQuery("long_followersCount").from(1001L)));
        hqaBuilder.should(QueryBuilders.termQuery("bool_verified",true));
        FiltersAggregator.KeyedFilter hqaFilter=new FiltersAggregator.KeyedFilter("high_quality_audience",hqaBuilder);

        BoolQueryBuilder raBuilder=QueryBuilders.boolQuery();
        List<QueryBuilder> raMust=raBuilder.must();
        raMust.add(QueryBuilders.termQuery("bool_verified",false));
        raMust.add(QueryBuilders.rangeQuery("long_followersCount").from(11L).to(1000L));
        FiltersAggregator.KeyedFilter raFilter=new FiltersAggregator.KeyedFilter("regular_audience",raBuilder);


        BoolQueryBuilder bzBuilder=QueryBuilders.boolQuery();
        List<QueryBuilder> bzMust=bzBuilder.must();
        bzMust.add(QueryBuilders.termQuery("bool_verified",false));
        bzMust.add(QueryBuilders.rangeQuery("long_followersCount").to(10L));
        FiltersAggregator.KeyedFilter bzFilter=new FiltersAggregator.KeyedFilter("bots_zombies",bzBuilder);
        searchSourceBuilder.aggregation(AggregationBuilders.filters("user_quality",hqaFilter,raFilter,bzFilter));
        System.out.println(searchSourceBuilder);
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# 案例三

{"query":{"bool":{"must":[{"term":{"tkw_username.keyword":{"value":"username","case_insensitive":true,"boost":1.0}}}],"adjust_pure_negative":true,"boost":1.0}},"_source":{"includes":["id","long_followersCount"],"excludes":[]},"track_total_hits":2147483647}
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        // 根据索引创建查询请求
        SearchSourceBuilder searchSourceBuilder=new SearchSourceBuilder();
                searchSourceBuilder.trackTotalHits(true);
                // 构建查询语句
                BoolQueryBuilder boolQuery=QueryBuilders.boolQuery();
                // 忽略大小写
                boolQuery.must(QueryBuilders.termQuery("tkw_username.keyword","username").caseInsensitive(true));
                String[]includeFields=new String[]{"id","long_followersCount"};
                searchSourceBuilder.fetchSource(includeFields,new String[]{});
                searchSourceBuilder.query(boolQuery);
                System.out.println(searchSourceBuilder);
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# 案例四

{"query":{"bool":{"must":[{"exists":{"field":"long_accountType","boost":1.0}},{"range":{"date_crawledAt":{"from":"2022-01-01 00:00:00","to":"2022-01-02 00:00:00","include_lower":true,"include_upper":false,"format":"yyyy-MM-dd HH:mm:ss","boost":1.0}}},{"bool":{"should":[{"range":{"date_col":{"from":null,"to":"2022-01-01 00:00:00","include_lower":true,"include_upper":false,"format":"yyyy-MM-dd HH:mm:ss","boost":1.0}}},{"bool":{"must_not":[{"exists":{"field":"date_col","boost":1.0}}],"adjust_pure_negative":true,"boost":1.0}}],"adjust_pure_negative":true,"boost":1.0}}],"adjust_pure_negative":true,"boost":1.0}},"_source":{"includes":["id","long_followersCount","tkw_username","tkw_name","kw_profileImageUrl","long_followingCount","long_tweetCount","long_listedCount","bool_canDm","bool_suspended"],"excludes":[]},"track_total_hits":2147483647}
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                // 根据索引创建查询请求
                SearchSourceBuilder searchSourceBuilder=new SearchSourceBuilder();
                        searchSourceBuilder.trackTotalHits(true);
                        // 构建查询语句
                        BoolQueryBuilder boolQuery=QueryBuilders.boolQuery();
                        boolQuery.must(QueryBuilders.existsQuery("long_accountType"));
                        boolQuery.must(QueryBuilders.rangeQuery("date_crawledAt").gte("2022-01-01 00:00:00").lt("2022-01-02 00:00:00").format("yyyy-MM-dd HH:mm:ss"));
                        boolQuery.must(QueryBuilders.boolQuery().should(QueryBuilders.rangeQuery("date_col").lt("2022-01-01 00:00:00").format("yyyy-MM-dd HH:mm:ss"))
                        .should(QueryBuilders.boolQuery().mustNot(QueryBuilders.existsQuery("date_col"))));

                        searchSourceBuilder.fetchSource(new String[]{"id","long_followersCount","tkw_username","tkw_name","kw_profileImageUrl","long_followingCount","long_tweetCount","long_listedCount","bool_canDm","bool_suspended"},new String[]{});
                        searchSourceBuilder.query(boolQuery);
                        System.out.println(searchSourceBuilder);
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Last Updated: 9/23/2024, 1:24:58 AM