elasticsearch笔记怎么查询:ElasticSearch入门 第五篇 使用C
elasticsearch笔记怎么查询:ElasticSearch入门 第五篇 使用C为搜索请求指定查询类型,可以是词条搜索,或全文搜索SearchRequest sr = new SearchRequest("meetup" "events");3,指定查询类型和查询条件在搜索文档之前,首先要连接到ElasticSearch引擎,创建客户端对象using Nest; var node = new Uri("http://myserver:9200"); var settings = new ConnectionSettings(node).DefaultIndex("default"); var client = new ElasticClient(settings);2,创建查询请求连接到引擎之后,创建搜索请求(SearchRequest),用于封装查询类型和查询条件
使用C#代码实现对ElastiSearch的编程查询,是十分方便的,通常情况下,开发者采用官方提供的NEST客户端程序,通过封装的方法向ElasticSearch引擎发送查询请求,搜索数据,最终获取返回的查询结果,实现预定的业务需求。在内部,NEST客户端通过格式化的数据结构,把C#代码转换成HTTP 请求(Request),减轻了用户直接编写Qeury DSL的麻烦。当然,用户也可以直接把Query DSL封装成HTTP请求,发送到ElasticSearch引擎;对开发者来说,不仅需要熟悉Query DSL的语法,而且需要手动编写代码,处理引擎返回的JSON结构化的数据集,采用这种方式的优点是不受限于NEST客户端程序,能够最大化使用ElasticSearch查询的各种参数,书写自由。
本文简单介绍使用C#代码对ElasticSearch进行编程查询的流程,具体的细节,请参考官方文档。
一,编程流程
1,创建客户端
在搜索文档之前,首先要连接到ElasticSearch引擎,创建客户端对象
using Nest;
var node = new Uri("http://myserver:9200");
var settings = new ConnectionSettings(node).DefaultIndex("default");
var client = new ElasticClient(settings);
2,创建查询请求
连接到引擎之后,创建搜索请求(SearchRequest),用于封装查询类型和查询条件
SearchRequest sr = new SearchRequest("meetup" "events");
3,指定查询类型和查询条件
为搜索请求指定查询类型,可以是词条搜索,或全文搜索
TermQuery tq = new TermQuery();
tq.Field = "eventname";
tq.Value = "azure";
sr.Query = tq;
4,调整查询结果
为搜索请求设置参数,排序,分页,和选择返回的字段等,在选择查询结果返回的字段时,推荐在查询请求(SearchRequest)中使用Source Filter。
在查询请求中,通过类RequestSearch的数组字段StoredFileds,把已存储字段添加到该数组中,ElasticSearch引擎只返回特定的字段,而不是文档的所有字段。在索引映射中,已存储字段的store属性为true,StoredFileds数组只能选择已存储字段(stored field)。
//windows
sr.From = 0;
sr.Size = 100;
//sort
ISort sort = new SortField { Field = "eventid" Order = SortOrder.Ascending };
sr.Sort = new List<ISort>();
sr.Sort.Add(sort);
//source filter
sr.Source = new SourceFilter()
{
Includes = new string[] { "eventid" "eventname" }
Excludes = new string[] { "roginalid" "description" }
};
5,执行查询请求
最后,客户端执行搜索请求,获取搜索结果,并将查询结果中的文档集转换成列表
var result = client.Search<MeetupEvents>(sr);
return result.Documents.ToList<MeetupEvents>();
二,示例代码,使用Nest客户端搜索文档
在该示例代码中,本文简单列举词条查询,匹配查询,布尔查询和正则表达式查询的示例代码。
1,词条查询
public List<MeetupEvents>GetResult_TermQuery( )
{
//create term query
TermQuery tq = new TermQuery();
tq.Field = "eventname";
tq.Value = "azure";
//create search request
SearchRequest sr = new SearchRequest("meetup" "events");
sr.Query = tq;
//windows
sr.From = 0;
sr.Size = 100;
//sort
ISort sort = new SortField { Field = "eventid" Order = SortOrder.Ascending };
sr.Sort = new List<ISort>();
sr.Sort.Add(sort);
//source filter
sr.Source = new SourceFilter()
{
Includes = new string[] { "eventid" "eventname" }
Excludes = new string[] { "roginalid" "description" }
};
var result = client.Search<MeetupEvents>(sr);
return result.Documents.ToList<MeetupEvents>();
}
2,匹配查询
public List<MeetupEvents> GetResult_MatchQuery()
{
SearchRequest sr = new SearchRequest("meetup" "events");
MatchQuery mq = new MatchQuery();
mq.Field = new Field("eventname");
mq.Query = "azure cloud";
mq.MinimumShouldMatch = 2;
mq.Operator = Operator.Or;
sr.Query = mq;
sr.From = 0;
sr.Size = 100;
sr.Sort = new List<ISort>();
sr.Sort.Add(new SortField { Field = "eventid" Order = SortOrder.Ascending });
ISearchResponse<MeetupEvents> result = client.Search<MeetupEvents>(sr);
return result.Documents.ToList<MeetupEvents>();
}
3,正则表达式查询
public List<MeetupEvents>GetResult_RegexpQuery()
{
SearchRequest sr = new SearchRequest();
RegexpQuery rq = new RegexpQuery();
rq.Field = "description";
rq.Value = "azu.*";
rq.MaximumDeterminizedStates = 20000;
sr.Query = rq;
var result = client.Search<MeetupEvents>(sr);
return result.Documents.ToList<MeetupEvents>();
}
4,布尔查询
public List<MeetupEvents>GetResult_BoolQuery()
{
SearchRequest sr = new SearchRequest("meetup" "events");
BoolQuery bq = new BoolQuery();
bq.Filter = new QueryContainer[]
{
new MatchQuery()
{
Field="eventname"
Query="azure cloud"
Operator=Operator.Or
MinimumShouldMatch=1
}
new MatchQuery()
{
Field ="eventname"
Query="aws google"
Operator=Operator.Or
MinimumShouldMatch=1
}
};
bq.Should = new QueryContainer[]
{
new TermQuery()
{
Field="description"
Value="azure"
}
new TermQuery()
{
Field="description"
Value="cloud"
}
};
bq.MinimumShouldMatch = 1;
sr.Query = bq;
var result = client.Search<MeetupEvents>(sr);
return result.Documents.ToList<MeetupEvents>();
}
三,把Query DSL封装成HTTP Request
向ElasticSearch引擎发送Http请求,在http请求中指定查询的类型和查询条件,引擎在收到请求后执行搜索,查询结果以HTTP 响应(Response)返回,开发者需要从Response返回的JSON结构字符串中解析搜索结果。
1,封装类库
以下HTTP网络编程代码,是我们项目组一姐Amy的作品,谢谢Amy的分享,代码可以进一步封装,在此文中,仅仅作为演示:
namespace ElasticSearchNet
{
class ESRequest
{
string es_host;
string es_port;
string es_index;
string es_type;
private string url;
public ESRequest(string host string index string type string port="9200")
{
es_host = host;
es_port = port;
es_index = index;
es_type = type;
string requst_cache = "request_cache=true";
url = string.Format("http://{0}:{1}/{2}/{3}/_search?{4}" es_host es_port es_index es_type requst_cache);
}
public string ExecuteQeury(string json_query)
{
HttpWebRequest request = (HttpWebRequest)WebRequest.Create(url);
request.ContentType = "aplication/json";
request.Method = "POST";
request.Timeout = 1000 * 60;
using (var sw = new StreamWriter(request.GetRequestStream()))
{
sw.Write(json_query);
sw.Flush();
sw.Close();
}
var response = (HttpWebResponse)request.GetResponse();
using (var sr = new StreamReader(response.GetResponseStream()))
{
return sr.ReadToEnd();
}
}
}
}
2,执行查询
查询的结果是JSON结构的字符串,通常使用JObject和JToken类处理。
ESRequest es = new ElasticSearchNet.ESRequest("cia-sh-svr-sis3" "meetup" "events");
string json_query = @"
{ ""query"":{
""match"":{
""eventname"":""azure""
}
}
}
";
string strJsonResult=es.ExecuteQeury(json_query);
解析JSON的常用类库是: