NEST.Repository
A simple encapsulation with NEST client for search data form elasticsearch.
github
API
NESTReaderRepository
TEntity Get(TKey id);TEntity Get(Func<QueryContainerDescriptor<TEntity>, QueryContainer> filterExp = null, ???????????Func<SourceFilterDescriptor<TEntity>, ISourceFilter> includeFieldExp = null, ???????????Expression<Func<TEntity, object>> sortExp = null, SortOrder sortType = SortOrder.Ascending);Tuple<long, List<TEntity>> GetList(Func<QueryContainerDescriptor<TEntity>, QueryContainer> filterExp = null, ???????????Func<SourceFilterDescriptor<TEntity>, ISourceFilter> includeFieldExp = null, ???????????Expression<Func<TEntity, object>> sortExp = null, SortOrder sortType = SortOrder.Ascending ??????????, int limit = 10, int skip = 0)
NESTReaderRepositoryAsync
Task<TEntity> GetAsync(TKey id);Task<TEntity> GetAsync(Func<QueryContainerDescriptor<TEntity>, QueryContainer> filterExp = null, ???????????Func<SourceFilterDescriptor<TEntity>, ISourceFilter> includeFieldExp = null, ???????????Expression<Func<TEntity, object>> sortExp = null, SortOrder sortType = SortOrder.Ascending);Task<Tuple<long, List<TEntity>>> GetListAsync(Func<QueryContainerDescriptor<TEntity>, QueryContainer> filterExp = null, ???????????Func<SourceFilterDescriptor<TEntity>, ISourceFilter> includeFieldExp = null, ???????????Expression<Func<TEntity, object>> sortExp = null, SortOrder sortType = SortOrder.Ascending ??????????, int limit = 0, int skip = 0)
Depend on
NEST 6.0.2Repository.IEntity 2.0.1 (or you can write IEntity<T> interface and you entity inherit it.)
How to Use
First, you need have an entity inherit IEntity<T>, T is type of PrimaryKey. eg
[Serializable][BsonIgnoreExtraElements]public class User : IEntity<long>{ ???[BsonId] ???public long ID { get; set; } ???public double Age { get; set; } ???public double Sex { get; set; } ???public string Like { get; set; }}
Second, you need have a repository inherit NESTReaderRepository or NESTReaderRepositoryAsync. eg
public class UserRepo : NESTReaderRepository<User, long>{ ???public static string connString = "http://localhost:9200/"; ???public UserRepo() ???????: base(connString) ???{ ???}}
Now, you can search data with simple api. eg
static void Main(string[] args) { ???Repository.Container.RepositoryContainer.Register<UserRepo>(); ???var userRepo = Repository.Container.RepositoryContainer.Resolve<UserRepo>(); ???var user = userRepo.Get(9); ???var users = userRepo.GetList( ???????filterExp: q => +q.Range(r => r.Field(f => f.Age).GreaterThan(13).LessThan(28)), ????????includeFieldExp: p => p.Includes(i => i.Fields(f => f.Age, f => f.Sex, f => f.Like)), ???????sortExp: s => s.Age, ???????sortType: Nest.SortOrder.Ascending, ???????limit: 100, ???????skip: 0 ???); }
How to write a Query
0x00. Structured Search
By default, documents will be returned in _score descending order, where the _score for each hit is the relevancy score calculated for how well the document matched the query criteria.
q => q.DateRange(r => r ???.Field(f => f.{Field with DateTime Type}) ???.GreaterThanOrEquals(new DateTime(2017, 01, 01)) ???.LessThan(new DateTime(2018, 01, 01)))
The benefit of executing a query in a filter context is that Elasticsearch is able to forgo calculating a relevancy score, as well as cache filters for faster subsequent performance.
q => q.Bool(b => b.Filter(bf => bf ???.DateRange(r => r ???????.Field(f => f.{Field with DateTime Type}) ???????.GreaterThanOrEquals(new DateTime(2017, 01, 01)) ???????.LessThan(new DateTime(2018, 01, 01)) ???????) ???))
0x01. Unstructured Search
Full text queries (find all documents that contain "Russ" in the lead developer first name field)
q => q.Match(m => m ???.Field(f => f.LeadDeveloper.FirstName) ???.Query("Russ"))
0x02. Combining Search
q => q.Bool(b => b ???.Must(mu => mu ???????.Match(m => m ???????????.Field(f => f.LeadDeveloper.FirstName) ???????????.Query("Russ") ???????), mu => mu ???????.Match(m => m ???????????.Field(f => f.LeadDeveloper.LastName) ???????????.Query("Cam") ???????) ???) ???.Filter(fi => fi ???????.DateRange(r => r ???????????.Field(f => f.StartedOn) ???????????.GreaterThanOrEquals(new DateTime(2017, 01, 01)) ???????????.LessThan(new DateTime(2018, 01, 01)) ???????) ???))
use operator
q => q.Match(m => m ???????.Field(f => f.LeadDeveloper.FirstName) ???????.Query("Russ") ???) && q ???.Match(m => m ???????.Field(f => f.LeadDeveloper.LastName) ???????.Query("Cam") ???) && +q ???.DateRange(r => r ???????.Field(f => f.StartedOn) ???????.GreaterThanOrEquals(new DateTime(2017, 01, 01)) ???????.LessThan(new DateTime(2018, 01, 01)) ???))
Should ==> OR ==> ||
Must ==> And ==> &&
Must_Not ==> NOT==> !
Filter ==> +
the query will be converted to a bool query if use any operator, and the answer to the bool query is always yes or no , so that will not score.
Reference
https://www.elastic.co/guide/en/elasticsearch/client/net-api/current/writing-queries.html
https://www.elastic.co/guide/en/elasticsearch/client/net-api/current/bool-queries.html
基于netcore对ElasitSearch客户端NEST查询功能的简单封装NEST.Repository
原文地址:https://www.cnblogs.com/snaildev/p/8665445.html