{"id":699,"date":"2016-08-01T23:38:09","date_gmt":"2016-08-01T20:38:09","guid":{"rendered":"https:\/\/gokhan-gokalp.com\/?p=699"},"modified":"2016-08-01T23:38:09","modified_gmt":"2016-08-01T20:38:09","slug":"elasticsearch-serisi-02-c-ile-document-indexing-ve-bulk-indexing","status":"publish","type":"post","link":"https:\/\/gokhan-gokalp.com\/tr\/elasticsearch-serisi-02-c-ile-document-indexing-ve-bulk-indexing\/","title":{"rendered":"ElasticSearch Serisi 02 \u2013 C# ile Document Indexing ve Bulk Indexing"},"content":{"rendered":"

 <\/p>\n

Yeni bir ElasticSearch serisi ile merhaba arkada\u015flar.<\/p>\n

Bu serimizde sizlerle, Document Indexing<\/strong> ve Bulk Indexing<\/strong> gibi i\u015flemleri ger\u00e7ekle\u015ftirece\u011fiz. Bir \u00f6nceki serimiz olan “ElasticSearch Serisi 01 \u2013 C# ile Index Olu\u015fturmak<\/a><\/em>” adl\u0131 makalede, type bazl\u0131 nas\u0131l index olu\u015fturuldu\u011funu inceledik\u00a0ve bir ElasticSearch\u00a0projesi olu\u015fturmu\u015ftuk. Bu serimizde de ayn\u0131 proje \u00fczerinden ilerliyor olaca\u011f\u0131z.<\/p>\n

1) Document Indexing<\/h3>\n

\"elasticsearch-document-index\"<\/a><\/p>\n

ElasticSearch\u2019e Ba\u015flarken (Kurulum, Kibana, Marvel ve Sense)<\/em><\/a> makalesinde de bahsetti\u011fimiz gibi ElasticSearch \u00fczerindeki Document’lar, RDBMS \u00fczerindeki Row’lara denk gelmektedir. Biz ise burada daha \u00f6nce type’\u0131na g\u00f6re olu\u015fturmu\u015f oldu\u011fumuz index’e, document’lar\u0131 ekleyece\u011fiz yani indexleyece\u011fiz.\u00a0Indexleme i\u015fleminde herhangi bir tokenizer<\/strong> <\/em>veya analyzer<\/strong> <\/em>kullanmayaca\u011f\u0131z.\u00a0Bu konfig\u00fcrasyon bilgilerine, gelecek\u00a0ElasticSearch serilerinde detayl\u0131 olarak de\u011finece\u011fiz.<\/p>\n

Hat\u0131rlarsak index olu\u015fturma gibi i\u015flemleri y\u00fcr\u00fctecek oldu\u011fumuz “IElasticContext” interface’ini implemente eden bir “ElasticContext” imiz vard\u0131. A\u015fa\u011f\u0131daki solution structure’\u0131 \u00fczerinden de\u00a0hat\u0131rlayabiliriz.<\/p>\n

\"elasticsearch-framework-solution-structure\"<\/a>\u00a0Index’leme i\u015flemini de “ElasticContext” \u00fczerinden ger\u00e7ekle\u015ftirece\u011fiz. Bunun i\u00e7in \u00f6ncelikle “IElasticContext” interface’ini a\u00e7al\u0131m ve a\u015fa\u011f\u0131daki gibi yeni bir method imzas\u0131 tan\u0131mlayal\u0131m.<\/p>\n

namespace ElasticSearch.Data.Contracts\r\n{\r\n    public interface IElasticContext\r\n    {\r\n        IndexResponseDTO CreateIndex<T>(string indexName, string aliasName) where T : class;\r\n        IndexResponseDTO Index<T>(string indexName, T document) where T : class;\r\n    }\r\n}<\/pre>\n
Dikkat edersek “Index<T>” isminde generic olarak yeni bir method tan\u0131mlad\u0131k. Parametrelerinde ise “indexName” ve “T” tipinde bir document almaktad\u0131r. Projemizi geli\u015ftirirken abstraction’lardan\u00a0ve generic type’lardan yararlanarak\u00a0open-closed<\/strong> prensibine g\u00f6re geli\u015ftirdi\u011fimiz i\u00e7in, istedi\u011fimiz \u00f6l\u00e7\u00fcde class’lar\u0131m\u0131z\u0131 extend edebilmekteyiz.<\/p>\n
Interface’e method imzas\u0131n\u0131 ekledi\u011fimize g\u00f6re \u015fimdi “ElasticContext” class’\u0131 i\u00e7erisinde yeni method’u implemente edebiliriz.<\/p>\n
public IndexResponseDTO Index<T>(string indexName, T document) where T : class\r\n{\r\n    var response = _elasticClient.Index(document, i => i\r\n                   .Index(indexName)\r\n                   .Type<T>());\r\n\r\n    return new IndexResponseDTO()\r\n    {\r\n        IsValid = response.IsValid,\r\n        StatusMessage = response.DebugInformation,\r\n        Exception = response.OriginalException\r\n    };\r\n}<\/pre>\n
Index method’u “_elasticClient” \u00fczerindeki “Index” method’unu kullanarak indexing i\u015flemlerini ger\u00e7ekle\u015ftirmektedir. Bu i\u015flemler s\u0131ras\u0131nda parametre olarak “document” ve\u00a0bir adet\u00a0function almaktad\u0131r. Bu function’\u0131 fluent bir \u015fekilde kullanarak, ilgili document’i hangi index’e at\u0131laca\u011f\u0131 ve type’\u0131n\u0131n ne oldu\u011funu s\u00f6yl\u00fcyoruz “_elasticClient” a. Bir \u00f6nceki seriden hat\u0131rlarsak “Product” entity’si “Id” property’sine sahipti. NEST k\u00fct\u00fcphanesi document \u00fczerindeki bu “Id” parametresini otomatik bir \u015fekilde\u00a0map’leyerek, elastic\u00a0i\u00e7erisine indexlemektedir. E\u011fer “Id” property’si farkl\u0131 bir isimde olsayd\u0131, ilgili function \u00fczerinden yine fluent bir \u015fekilde “Id()” method’unu \u00e7a\u011f\u0131rarak hangi property’nin “Id” olarak kullan\u0131laca\u011f\u0131n\u0131\u00a0s\u00f6yleyebilirdik.<\/p>\n
Not<\/strong>: Indexing s\u0131ras\u0131nda\u00a0spesifik olarak herhangi bir “id” property’si belirtmez isek, ElasticSearch bizim i\u00e7in kendisi 20 karakter uzunlu\u011funda bir Base64-encoded GUID string tipinde\u00a0bir “id” atamaktad\u0131r. Detaylara buradan<\/em> <\/a>eri\u015febilirsiniz.<\/p><\/blockquote>\n
“Index” method’unu “ElasticContext” class’\u0131na ekledikten sonra, class’\u0131n son hali a\u015fa\u011f\u0131daki \u015fekilde olacakt\u0131r.<\/p>\n
using ElasticSearch.Data.Contracts;\r\nusing Nest;\r\n\r\nnamespace ElasticSearch.Data\r\n{\r\n    public class ElasticContext : IElasticContext\r\n    {\r\n        private readonly ElasticClient _elasticClient;\r\n\r\n        public ElasticContext(ElasticClient elasticClient)\r\n        {\r\n            _elasticClient = elasticClient;\r\n        }\r\n\r\n        #region IElasticContext Members\r\n        public IndexResponseDTO CreateIndex<T>(string indexName, string aliasName) where T : class\r\n        {\r\n            var createIndexDescriptor = new CreateIndexDescriptor(indexName)\r\n            .Mappings(ms => ms\r\n                            .Map<T>(m => m.AutoMap())\r\n                     )\r\n             .Aliases(a => a.Alias(aliasName));\r\n\r\n            var response = _elasticClient.CreateIndex(createIndexDescriptor);\r\n\r\n            return new IndexResponseDTO()\r\n            {\r\n                IsValid = response.IsValid,\r\n                StatusMessage = response.DebugInformation,\r\n                Exception = response.OriginalException\r\n            };\r\n        }\r\n\r\n        public IndexResponseDTO Index<T>(string indexName, T document) where T : class\r\n        {\r\n            var response = _elasticClient.Index(document, i => i\r\n                           .Index(indexName)\r\n                           .Type<T>());\r\n\r\n            return new IndexResponseDTO()\r\n            {\r\n                IsValid = response.IsValid,\r\n                StatusMessage = response.DebugInformation,\r\n                Exception = response.OriginalException\r\n            };\r\n        }\r\n        #endregion\r\n    }\r\n}<\/pre>\n
Index method’u \u015fuan haz\u0131r durumda. Dilerseniz “ElasticSearch.DataTransfer” namespace’i alt\u0131nda bulunan, console uygulamas\u0131ndan\u00a0hemen test edebiliriz. Bir \u00f6nceki seride hat\u0131rlarsak, console \u00fczerine index olu\u015fturma ile ilgili test kodlar\u0131n\u0131 yazm\u0131\u015ft\u0131k. Main method’u \u00fczerindeki index olu\u015fturma ile ilgili method’lar\u0131 sub method’lara b\u00f6lelim ve yeni i\u015flemimiz olan document indexleme kodlar\u0131n\u0131 yazal\u0131m.<\/p>\n
Bu i\u015flemler sonucunda ise “Program.cs” class’\u0131 a\u015fa\u011f\u0131daki gibi olacakt\u0131r.<\/p>\n
using System;\r\nusing ElasticSearch.Core.Common;\r\nusing ElasticSearch.Data;\r\nusing ElasticSearch.Data.Entities;\r\nusing Nest;\r\nusing System.Configuration;\r\n\r\nnamespace ElasticSearch.DataTransfer\r\n{\r\n    class Program\r\n    {\r\n        static void Main(string[] args)\r\n        {\r\n            string indexName = ConfigurationManager.AppSettings[\"ElasticSearchIndexName\"];\r\n\r\n            var elasticClient = new ElasticClient(ElasticHelper.Instance.GetConnectionSettings());\r\n            var elasticContext = new ElasticContext(elasticClient);\r\n\r\n            \/\/CreateIndex(elasticContext, indexName);\r\n\r\n            Index(elasticContext, indexName);\r\n\r\n            Console.ReadKey();\r\n        }\r\n\r\n        private static void Index(ElasticContext elasticContext, string indexName)\r\n        {\r\n            var response = elasticContext.Index(indexName, new Product()\r\n            {\r\n                Id = 5,\r\n                Name = \"Iphone 6s Plus\",\r\n                Description = \"64gb Iphone 6s Plus, Renk: Space Gray\",\r\n                Price = 4000\r\n            });\r\n\r\n            Console.WriteLine(response.StatusMessage);\r\n        }\r\n\r\n        private static void CreateIndex(ElasticContext elasticContext, string indexName)\r\n        {\r\n            indexName = string.Concat(indexName, \"_\", DateTime.Now.ToString(\"yyyyMMddHHss\"));\r\n            string aliasName = ConfigurationManager.AppSettings[\"ElasticSearchIndexName\"];\r\n\r\n            var response = elasticContext.CreateIndex<Product>(indexName, aliasName);\r\n\r\n            Console.WriteLine(response.StatusMessage);\r\n        }\r\n    }\r\n}<\/pre>\n
Burada dikkat edersek “CreateIndex” method’unu sub method olarak ay\u0131rd\u0131k ve i\u00e7erisinde ihtiya\u00e7 duyabilece\u011fi de\u011fi\u015fkenleri tan\u0131mlad\u0131k. Global olarak kullanacak oldu\u011fumuz de\u011fi\u015fkenler ise, Main method’u i\u00e7erisinde kald\u0131. Bir di\u011fer method’umuz olan “Index” method’unda ise, elasticContext \u00fczerine yeni implemente etti\u011fimiz “Index” method’unu \u00e7a\u011f\u0131r\u0131yoruz ve parametre olarak “indexName” ve yeni bir Product nesnesi veriyoruz. Bu i\u015flem sonucunda ilgili Product nesnesi elastic \u00fczerine NEST vas\u0131tas\u0131yla indexlenecek\u00a0ve sonucu console \u00fczerine yaz\u0131lacakt\u0131r.<\/p>\n
Dilerseniz console uygulamas\u0131n\u0131 ba\u015flatal\u0131m ve sonucuna bir bakal\u0131m.<\/p>\n
\"elastic-valid-response\"<\/a><\/p>\n
Indexleme i\u015flemimizin ba\u015far\u0131l\u0131 bir \u015fekilde ger\u00e7ekle\u015fti\u011fini “Valid NEST response built from a successful low call” c\u00fcmlesinden anlayabiliyoruz.\u00a0Product nesnesini\u00a0Sense \u00fczerinden kontrol etti\u011fimizde ise:<\/p>\n
\"elastic-index-sense\"<\/a><\/p>\n
“1” numaral\u0131 Id ile indexlendi\u011fini g\u00f6rebilmekteyiz. Indexleme\u00a0i\u015flemi \u015fimdilik bu kadard\u0131r.<\/p>\n
“ElasticContext” art\u0131k hem verilen tipe g\u00f6re yeni bir index olu\u015fturabilme yetisine,\u00a0hemde ilgili document’\u0131 istenilen index \u00fczerine indexleyebilme yetisine sahip olmu\u015ftur.<\/p>\n
Not<\/strong>: Sense \u00fczerinden “GET product_search\/product\/_search<\/em>” komutu ile product’lar\u0131 listeletebildi\u011fimiz gibi “GET product_search\/product\/{id}<\/em>” komutu ile de, istenilen “id” li \u00fcr\u00fcn girildi\u011finde o \u00fcr\u00fcne ait\u00a0detaylar \u00e7ekilebilmektedir.<\/p><\/blockquote>\n
1) Bulk Document Indexing<\/h3>\n
T\u0131pk\u0131 Document Indexing \u00f6zelli\u011fini ekledi\u011fimiz gibi \u015fimdide, Bulk Indexing yapabilmesi i\u00e7in ilgili method imzas\u0131n\u0131 tan\u0131mlay\u0131p implemente etmeye ba\u015flayaca\u011f\u0131z.<\/p>\n
“IElasticContext” interface’ini a\u015fa\u011f\u0131daki gibi geni\u015fletelim.<\/p>\n
using System.Collections.Generic;\r\n\r\nnamespace ElasticSearch.Data.Contracts\r\n{\r\n    public interface IElasticContext\r\n    {\r\n        IndexResponseDTO CreateIndex<T>(string indexName, string aliasName) where T : class;\r\n        IndexResponseDTO Index<T>(string indexName, T document) where T : class;\r\n        IndexResponseDTO BulkIndex<T>(string indexName, List<T> document) where T : class;\r\n    }\r\n}<\/pre>\n
Eklemi\u015f oldu\u011fumuz “BulkIndex” generic method imzas\u0131 ile ilgili bulking i\u015flemlerini ger\u00e7ekle\u015ftiriyor olaca\u011f\u0131z. Bu sefer art\u0131k T tipinde bir document yerine, List of T almaktad\u0131r. “ElasticContext” class’\u0131na gelelim ve yeni eklemi\u015f oldu\u011fumuz method imzas\u0131n\u0131, a\u015fa\u011f\u0131daki gibi implemente etmeye ba\u015flayal\u0131m.<\/p>\n
using System;\r\nusing System.Collections.Generic;\r\nusing ElasticSearch.Data.Contracts;\r\nusing Nest;\r\n\r\nnamespace ElasticSearch.Data\r\n{\r\n    public class ElasticContext : IElasticContext\r\n    {\r\n        private readonly ElasticClient _elasticClient;\r\n\r\n        public ElasticContext(ElasticClient elasticClient)\r\n        {\r\n            _elasticClient = elasticClient;\r\n        }\r\n\r\n        #region IElasticContext Members\r\n        public IndexResponseDTO CreateIndex<T>(string indexName, string aliasName) where T : class\r\n        {\r\n            var createIndexDescriptor = new CreateIndexDescriptor(indexName)\r\n            .Mappings(ms => ms\r\n                            .Map<T>(m => m.AutoMap())\r\n                     )\r\n             .Aliases(a => a.Alias(aliasName));\r\n\r\n            var response = _elasticClient.CreateIndex(createIndexDescriptor);\r\n\r\n            return new IndexResponseDTO()\r\n            {\r\n                IsValid = response.IsValid,\r\n                StatusMessage = response.DebugInformation,\r\n                Exception = response.OriginalException\r\n            };\r\n        }\r\n\r\n        public IndexResponseDTO Index<T>(string indexName, T document) where T : class\r\n        {\r\n            var response = _elasticClient.Index(document, i => i\r\n                           .Index(indexName)\r\n                           .Type<T>());\r\n\r\n            return new IndexResponseDTO()\r\n            {\r\n                IsValid = response.IsValid,\r\n                StatusMessage = response.DebugInformation,\r\n                Exception = response.OriginalException\r\n            };\r\n        }\r\n\r\n        public IndexResponseDTO BulkIndex<T>(string indexName, List<T> document) where T : class\r\n        {\r\n            var response = _elasticClient.IndexMany(document, indexName);\r\n\r\n            return new IndexResponseDTO()\r\n            {\r\n                IsValid = response.IsValid,\r\n                StatusMessage = response.DebugInformation,\r\n                Exception = response.OriginalException\r\n            };\r\n        }\r\n        #endregion\r\n    }\r\n}<\/pre>\n
Implemente etmi\u015f oldu\u011fumuz “BulkIndex” method’u i\u00e7erisinde “_elasticClient”\u00a0\u00fczerindeki “IndexMany” method’unu call etmektedir. Bu method ise bulk i\u015flemler\u00a0i\u00e7in yaz\u0131lm\u0131\u015f shortcut bir method’dur.<\/p>\n
Context’i haz\u0131rlad\u0131ktan sonra \u015fimdi “Program.cs” i a\u015fa\u011f\u0131daki gibi g\u00fcncelleyelim ve debug i\u015flemini ba\u015flatal\u0131m.<\/p>\n
using System;\r\nusing System.Collections.Generic;\r\nusing ElasticSearch.Core.Common;\r\nusing ElasticSearch.Data;\r\nusing ElasticSearch.Data.Entities;\r\nusing Nest;\r\nusing System.Configuration;\r\n\r\nnamespace ElasticSearch.DataTransfer\r\n{\r\n    class Program\r\n    {\r\n        static void Main(string[] args)\r\n        {\r\n            string indexName = ConfigurationManager.AppSettings[\"ElasticSearchIndexName\"];\r\n\r\n            var elasticClient = new ElasticClient(ElasticHelper.Instance.GetConnectionSettings());\r\n            var elasticContext = new ElasticContext(elasticClient);\r\n\r\n            \/\/CreateIndex(elasticContext, indexName);\r\n\r\n            \/\/Index(elasticContext, indexName);\r\n\r\n            BulkIndex(elasticContext, indexName);\r\n\r\n            Console.ReadKey();\r\n        }\r\n\r\n        private static void BulkIndex(ElasticContext elasticContext, string indexName)\r\n        {\r\n            var response = elasticContext.BulkIndex(indexName, new List<Product>()\r\n            {\r\n                new Product()\r\n                {\r\n                    Id = 1,\r\n                    Name = \"Iphone 6s Plus\",\r\n                    Description = \"64gb Iphone 6s Plus, Renk: Space Gray\",\r\n                    Price = 5000\r\n                },\r\n                new Product()\r\n                {\r\n                    Id = 2,\r\n                    Name = \"Sony Xperia Z Ultra\",\r\n                    Description = \"Full HD ekran, Renk: Siyah\",\r\n                    Price = 1200\r\n                },\r\n                new Product()\r\n                {\r\n                    Id = 3,\r\n                    Name = \"Samsung Galaxy S7 Edge\",\r\n                    Description = \"Amelod ekran, Renk: Beyaz\",\r\n                    Price = 2800\r\n                }\r\n            });\r\n\r\n            Console.WriteLine(response.StatusMessage);\r\n        }\r\n\r\n        private static void Index(ElasticContext elasticContext, string indexName)\r\n        {\r\n            var response = elasticContext.Index(indexName, new Product()\r\n            {\r\n                Id = 1,\r\n                Name = \"Iphone 6s Plus\",\r\n                Description = \"64gb Iphone 6s Plus, Renk: Space Gray\",\r\n                Price = 4000\r\n            });\r\n\r\n            Console.WriteLine(response.StatusMessage);\r\n        }\r\n\r\n        private static void CreateIndex(ElasticContext elasticContext, string indexName)\r\n        {\r\n            indexName = string.Concat(indexName, \"_\", DateTime.Now.ToString(\"yyyyMMddHHss\"));\r\n            string aliasName = ConfigurationManager.AppSettings[\"ElasticSearchIndexName\"];\r\n\r\n            var response = elasticContext.CreateIndex<Product>(indexName, aliasName);\r\n\r\n            Console.WriteLine(response.StatusMessage);\r\n        }\r\n    }\r\n}<\/pre>\n
“Main” method’u i\u00e7erisinde di\u011fer method’lar\u0131 kapatt\u0131k ve sadece yeni eklemi\u015f oldu\u011fumuz “BulkIndex” method’unu \u00e7a\u011f\u0131r\u0131yoruz. Burada 3 farkl\u0131 \u00fcr\u00fcn’\u00fc, list of Product tipinde “elasticContext” \u00fczerine eklemi\u015f oldu\u011fumuz “BulkIndex”method’una g\u00f6nderiyoruz.<\/p>\n
Console uygulamas\u0131n\u0131 \u00e7al\u0131\u015ft\u0131rd\u0131ktan sonra Sense \u00fczerinden bir search query’si atal\u0131m ve i\u015flem sonucuna bir bakal\u0131m.<\/p>\n
\"elasticsearch-bulk-index\"<\/a><\/p>\n
Response k\u0131sm\u0131ndaki se\u00e7ili alana bakt\u0131\u011f\u0131m\u0131zda ekledi\u011fimiz 3 adet product’\u0131n ba\u015far\u0131l\u0131 bir \u015fekilde indexlendi\u011fini g\u00f6rebilmekteyiz. Burada bir noktaya dikkatinizi \u00e7ekmek istiyorum.\u00a0Makalenin giri\u015f k\u0131s\u0131mlar\u0131nda zaten “1” numaral\u0131 Id’ye sahip olan “Iphone 6s Plus” product’\u0131n\u0131 “4000” price’a sahip olacak \u015fekilde eklemi\u015ftik. Fakat bulk i\u015flemimiz s\u0131ras\u0131nda ise, ayn\u0131 \u00fcr\u00fcn\u00fc ayn\u0131 Id ile sadece price bilgisini “5000” olarak g\u00f6nderdik. ElasticSearch burada\u00a0otomatik olarak ilgili Type<\/em> ve Id<\/em>‘ye sahip dok\u00fcman i\u00e7in, Update<\/strong>\u00a0i\u015flemi ger\u00e7ekle\u015ftirdi.<\/p>\n
ElasticSearch burada bizi bir y\u00fckten daha kurtar\u0131yor. E\u011fer ilgili dok\u00fcman zaten mevcut ise ayn\u0131 Type<\/em> ve Id<\/em>\u00a0ile, update i\u015flemini kendisi ger\u00e7ekle\u015ftiriyor. Bu sayede update i\u015flemi\u00a0i\u00e7in herhangi bir efor harcamam\u0131z gerekmiyor.<\/p>\n
Bir elastic serisinin daha sonuna geldik. Geli\u015ftiriyor\u00a0oldu\u011fumuz bu yap\u0131n\u0131n, faydal\u0131 olmas\u0131n\u0131 temenni ederim.<\/p>\n
Projenin g\u00fcncel haline, ekten ula\u015fabilirsiniz.<\/p>\n
Takipte kal\u0131n.<\/p>\n
ElasticSearch-Index-BulkIndex<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
  Yeni bir ElasticSearch serisi ile merhaba arkada\u015flar. Bu serimizde sizlerle, Document Indexing ve Bulk Indexing gibi i\u015flemleri ger\u00e7ekle\u015ftirece\u011fiz. Bir \u00f6nceki serimiz olan “ElasticSearch Serisi 01 \u2013 C# ile Index Olu\u015fturmak” adl\u0131 makalede, type bazl\u0131 nas\u0131l index olu\u015fturuldu\u011funu inceledik\u00a0ve bir ElasticSearch\u00a0projesi olu\u015fturmu\u015ftuk. Bu serimizde de…<\/p>\n
Devam\u0131n\u0131 okuyunElasticSearch Serisi 02 \u2013 C# ile Document Indexing ve Bulk Indexing<\/span><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[193],"tags":[214,213,215,211,212,200,217,216],"class_list":["post-699","post","type-post","status-publish","format-standard","hentry","category-search-engine","tag-c-elastic-search","tag-c-elasticsearch-bulk-index","tag-c-elasticsearch-update","tag-c-ile-elasticsearch-index","tag-elasticsearch-ile-bulk-index","tag-elasticsearch-index","tag-elasticsearch-nest","tag-elasticsearch-nest-kullanimi","entry"],"translation":{"provider":"WPGlobus","version":"3.0.2","language":"tr","enabled_languages":["en","tr"],"languages":{"en":{"title":true,"content":true,"excerpt":false},"tr":{"title":false,"content":false,"excerpt":false}}},"yoast_head":"\nElasticSearch Serisi 02 \u2013 C# ile Document Indexing ve Bulk Indexing - 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