ElasticSearch学习过程

网友投稿 765 2022-05-29

elasticsearch

head插件 port:9100

用ik分词器

创建一个索引(数据库)

创建一个索引test2带有mapping的

往test2里面添加数据,默认表是_doc

往test2修改数据,(还有一种方法是put直接覆盖),post的好处是可以一处修改,别的不变

删除一个索引

查询

查询一个索引test2的全部数据

查询匹配,match关键字,查询索引test2中name是mxdmxd的信息

复杂查询

结果过滤

3.删除数据,把匹配到的age=123的记录删除

match和term

2.Java中的api调用

14、重启es并启动grunt

nohup elasticsearch &

grunt server & --grunt前端启动工具

15、使用head插件

http://192.168.137.1:9100/

用ik分词器

两个分词方法:ik_max_word最细粒度划分

ik_smart最小划分,只划一个

GET _analyze { "analyzer": "ik_smart", "text": "天生我材必有用" } GET _analyze { "analyzer": "ik_max_word", "text": "天生我材必有用" }

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创建一个索引(数据库)

put 索引名/类型(以后会删除)/文档id

PUT mxd/type1/1 { "name": "马向东", "age": 23 }

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创建一个索引test2带有mapping的

PUT /test2 { "mappings": { "properties": { "name": { "type": "text" }, "age": { "type": "integer" }, "birthday": { "type": "date" } } } }

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往test2里面添加数据,默认表是_doc

/doc是默认表名,id是1

PUT test2/_doc/1 { "name": "马向东", "age": 23, "birthday" : "1911-11-11" }

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往test2修改数据,(还有一种方法是put直接覆盖),post的好处是可以一处修改,别的不变

POST test2/_doc/1/_update { "doc":{ "name": "咚咚咚" } }

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ElasticSearch学习过程

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删除一个索引

DELETE tute

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查询

条件查询:查询test2中name列:包含马的记录

GET test2/_doc/_search?q=name:马

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查询一个索引test2的全部数据

GET test2/_search

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查询匹配,match关键字,查询索引test2中name是mxdmxd的信息

GET test2/_search { "query": { "match": { "name":"mxdmxd" } } }

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复杂查询

GET test2/_search { "query": { "match": { "name":"mxdmxd" } } }

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结果过滤

GET test2/_search { "query": { "match": { "name":"mxdmxd" } } , "_source": "age" , #只显示age "sort": [ #排序 { "age": { "order": "asc" } } ], "from": 0 #分页:2个一页 , "size"0: 2 }

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3.删除数据,把匹配到的age=123的记录删除

POST test2/_delete_by_query { "query": { "match": { "age": 123 } } }

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match和term

match在匹配时会对所查找的关键词进行分词,然后按分词匹配查找,而term会直接对关键词进行查找。一般模糊查找的时候,多用match,而精确查找时可以使用term。

2.Java中的api调用

@Configuration public class ElasticConfig { @Bean public RestHighLevelClient restHighLevelClient() { RestHighLevelClient client = new RestHighLevelClient( RestClient.builder( new HttpHost("192.168.56.22", 9200, "http"), new HttpHost("192.168.56.33", 9200, "http"), new HttpHost("192.168.56.22", 9200, "http"))); return client; } }

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@SpringBootTest class Elastic1ApplicationTests { @Autowired RestHighLevelClient restHighLevelClient; //创建索引请求 @Test void contextLoads() throws IOException { CreateIndexRequest test3 = new CreateIndexRequest("test3"); CreateIndexResponse createIndexResponse = restHighLevelClient.indices().create(test3, RequestOptions.DEFAULT); System.out.println(createIndexResponse); } //获取索引请求,判断是否存在 @Test void testExitisIndex() throws IOException { GetIndexRequest test2 = new GetIndexRequest("test2"); boolean exists = restHighLevelClient.indices().exists(test2, RequestOptions.DEFAULT); System.out.println(exists); } //删除索引请求,存在才可以删除 @Test void testDeleteIndex() throws IOException { DeleteIndexRequest request = new DeleteIndexRequest("mxd"); AcknowledgedResponse delete = restHighLevelClient.indices().delete(request, RequestOptions.DEFAULT); System.out.println(delete.isAcknowledged()); } //测试添加文档 @Test void testAddDoc() throws IOException { User mxd = new User("马22向东", 12223); IndexRequest request = new IndexRequest(("mxd_index")); request.id("2"); //data放入json中 request.source(JSON.toJSONString(mxd), XContentType.JSON); //client send request IndexResponse index = restHighLevelClient.index(request, RequestOptions.DEFAULT); System.out.println(index.toString()); System.out.println(index.status()); } //文档是否存在 @Test void getIsXistsDoc() throws IOException { GetRequest mxd_index = new GetRequest("mxd_index", "1"); //不拿上下文 mxd_index.fetchSourceContext(new FetchSourceContext(false)); mxd_index.storedFields("_none_"); boolean exists = restHighLevelClient.exists(mxd_index, RequestOptions.DEFAULT); System.out.println(exists); } //拿文档信息 @Test void getDoc() throws IOException { GetRequest mxd_index = new GetRequest("mxd_index", "1"); GetResponse getResponse = restHighLevelClient.get(mxd_index, RequestOptions.DEFAULT); String s = getResponse.getSourceAsString(); System.out.println(s); System.out.println(getResponse); } //update @Test void updateDoc() throws IOException { UpdateRequest mxd_index = new UpdateRequest("mxd_index", "1"); User mxd = new User("mxd", 186); mxd_index.doc(JSON.toJSONString(mxd), XContentType.JSON); UpdateResponse update = restHighLevelClient.update(mxd_index, RequestOptions.DEFAULT); System.out.println(update.status()); } //delete @Test void deleteDoc() throws IOException { DeleteRequest mxd_index = new DeleteRequest("mxd_index", "2"); DeleteResponse delete = restHighLevelClient.delete(mxd_index, RequestOptions.DEFAULT); System.out.println(delete.status()); } //批量插入 @Test void testBulkDoc() throws IOException { BulkRequest bulkRequest = new BulkRequest(); ArrayList objects = new ArrayList<>(); objects.add(new User("mxd", 2)); objects.add(new User("mxd1", 2)); objects.add(new User("mxd2", 2)); objects.add(new User("mxd3", 2)); objects.add(new User("mxd4", 2)); objects.add(new User("mxd5", 2)); for (int i = 0; i < objects.size(); i++) { bulkRequest.add( new IndexRequest("mxd_index") .id("" + (i + 5)) .source(JSON.toJSONString(objects.get(i)), XContentType.JSON) ); } BulkResponse bulk = restHighLevelClient.bulk(bulkRequest, RequestOptions.DEFAULT); System.out.println(bulk.hasFailures()); //是否失败 } //query @Test void testSearch() throws Exception{ SearchRequest mxd_index = new SearchRequest("mxd_index"); //query 条件 SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder(); TermQueryBuilder query = QueryBuilders.termQuery("name", "mxd1"); searchSourceBuilder.query(query); mxd_index.source(searchSourceBuilder); SearchResponse search = restHighLevelClient.search(mxd_index, RequestOptions.DEFAULT); System.out.println(JSON.toJSONString(search.getHits())); System.out.println("--------------"); for (SearchHit hit : search.getHits().getHits()) { System.out.println(hit.getSourceAsMap()); } } }

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Elasticsearch

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