elasticsearch6.6热词统计

最新推荐文章于 2025-05-05 20:09:24 发布

爱代码的小呆

最新推荐文章于 2025-05-05 20:09:24 发布

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文章标签： elasticsearch 热词 elasticsearch聚合

本文链接：https://blog.youkuaiyun.com/weixin_42388220/article/details/121291960

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该段代码展示了如何使用Elasticsearch进行热词搜索。通过创建SearchRequest，设置matchAllQuery匹配所有文档，并使用TermsAggregationBuilder进行聚合分析，获取出现次数最多的10个词汇。在获取到聚合结果后，遍历并输出热词及其数量。

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public List<String> searchHotWord() {
        try {
            SearchRequest searchRequest = new SearchRequest(indexName);//indexName是索引名称
            SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
            searchSourceBuilder.query(QueryBuilders.matchAllQuery());
            searchRequest.source(searchSourceBuilder);
            //聚合分析查询出现次数最多的10个词汇，hotWord是聚合名称，name是es的字段名
            TermsAggregationBuilder keyword_agg = AggregationBuilders.terms("hotWord").field("name").size(10).order(BucketOrder.count(false));
            searchSourceBuilder.aggregation(keyword_agg);
            searchRequest.source(searchSourceBuilder);
            SearchResponse response = restHighLevelClient.search(searchRequest, RequestOptions.DEFAULT);
            Aggregations aggregations = response.getAggregations();

            Terms term = aggregations.get("hotWord");
            List<Terms.Bucket> buckets = (List<Terms.Bucket>) term.getBuckets();
            List<String> hotWords = new ArrayList<>();
            for (Terms.Bucket bucket : buckets) {
                String key = (String) bucket.getKey();
                long docCount = bucket.getDocCount();
                hotWords.add(key);
                logger.info("热词:"+key+"数量为："+docCount);
            }
            return hotWords;
        }catch (Exception e){
            logger.error("热词搜索失败");
        }
        return null;
    }