ElasticSearch在Java中实现聚合操作

客官°小女子只卖身不卖艺 2022-02-16 03:36 242阅读 0赞

# ElasticSearch在Java中实现聚合操作 #

适用范围ElasticSearch6.x

如果是ElasticSearch7或以上版本情转到如下链接

REST高级客户端-DocumentApi：[https://blog.csdn.net/u014646662/article/details/96473156][https_blog.csdn.net_u014646662_article_details_96473156]

REST高级客户端SearchApi：[https://blog.csdn.net/u014646662/article/details/96853830][https_blog.csdn.net_u014646662_article_details_96853830]

更多新的查询方式（ElasticSearch相关文档）：[https://blog.csdn.net/u014646662/article/category/8747782][https_blog.csdn.net_u014646662_article_category_8747782]

对人工智能感兴趣的同学，可以点击以下链接：

[现在人工智能非常火爆，很多朋友都想学，但是一般的教程都是为博硕生准备的，太难看懂了。最近发现了一个非常适合小白入门的教程，不仅通俗易懂而且还很风趣幽默。所以忍不住分享一下给大家。点这里可以跳转到教程。][Link 1]

[https://www.cbedai.net/u014646662][Link 1]

/**
    	 * 求最大值
    	 * @throws Exception
    	 */
    	@Test
    	public void max()throws Exception {
    		Settings settings = Settings.builder().put("cluster.name","my-application").build();
    		@SuppressWarnings("resource")
    		TransportClient client = new PreBuiltTransportClient(settings)
    				.addTransportAddress(new TransportAddress(InetAddress.getByName("master"),9300));
    		AggregationBuilder max = AggregationBuilders.max("priceMax").field("price");
    		SearchResponse sr = client.prepareSearch("lib2").addAggregation(max).get();
    		Max maxValue = sr.getAggregations().get("priceMax");
    		System.out.println(maxValue.getValue());
    		
    	}
    	/**
    	 * 求最小值
    	 * @throws Exception
    	 */
    	@Test
    	public void min()throws Exception {
    		Settings settings = Settings.builder().put("cluster.name","my-application").build();
    		@SuppressWarnings("resource")
    		TransportClient client = new PreBuiltTransportClient(settings)
    		.addTransportAddress(new TransportAddress(InetAddress.getByName("master"),9300));
    		AggregationBuilder minAggregationBuilder = AggregationBuilders.min("priceMin").field("price");
    		SearchResponse sr = client.prepareSearch("lib2").addAggregation(minAggregationBuilder).get();
    		Min min = sr.getAggregations().get("priceMin");
    		System.out.println(min.getValue());
    		
    	}
    	/**
    	 * 求平均值
    	 * @throws Exception
    	 */
    	@Test
    	public void avg()throws Exception {
    		Settings settings = Settings.builder().put("cluster.name","my-application").build();
    		@SuppressWarnings("resource")
    		TransportClient client = new PreBuiltTransportClient(settings)
    		.addTransportAddress(new TransportAddress(InetAddress.getByName("master"),9300));
    		AggregationBuilder minAggregationBuilder = AggregationBuilders.avg("numAvg").field("num");
    		SearchResponse sr = client.prepareSearch("lib2").addAggregation(minAggregationBuilder).get();
    		Avg avg = sr.getAggregations().get("numAvg");
    		System.out.println(avg.getValue());
    	}
    	/**
    	 * 求和
    	 * @throws Exception
    	 */
    	@Test
    	public void sum()throws Exception {
    		Settings settings = Settings.builder().put("cluster.name","my-application").build();
    		@SuppressWarnings("resource")
    		TransportClient client = new PreBuiltTransportClient(settings)
    		.addTransportAddress(new TransportAddress(InetAddress.getByName("master"),9300));
    		AggregationBuilder minAggregationBuilder = AggregationBuilders.sum("numSum").field("num");
    		SearchResponse sr = client.prepareSearch("lib2").addAggregation(minAggregationBuilder).get();
    		Sum sum = sr.getAggregations().get("numSum");
    		System.out.println(sum.getValue());
    	}

[https_blog.csdn.net_u014646662_article_details_96473156]: https://blog.csdn.net/u014646662/article/details/96473156
[https_blog.csdn.net_u014646662_article_details_96853830]: https://blog.csdn.net/u014646662/article/details/96853830
[https_blog.csdn.net_u014646662_article_category_8747782]: https://blog.csdn.net/u014646662/article/category/8747782
[Link 1]: https://www.cbedai.net/u014646662