{"id":40846,"date":"2023-11-04T09:31:50","date_gmt":"2023-12-02T08:13:47","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90elasticsearch%e3%80%91%e6%88%91%e5%9c%a8c%e4%b8%ad%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8bulkapi%e8%bf%9b%e8%a1%8c%e6%95%b0%e6%8d%ae%e6%b3%a8%e5%86%8c%e5%92%8c%e6%90%9c%e7%b4%a2%e3%80%82\/"},"modified":"2024-05-04T07:27:44","modified_gmt":"2024-05-03T23:27:44","slug":"%e3%80%90elasticsearch%e3%80%91%e6%88%91%e5%9c%a8c%e4%b8%ad%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8bulkapi%e8%bf%9b%e8%a1%8c%e6%95%b0%e6%8d%ae%e6%b3%a8%e5%86%8c%e5%92%8c%e6%90%9c%e7%b4%a2%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90elasticsearch%e3%80%91%e6%88%91%e5%9c%a8c%e4%b8%ad%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8bulkapi%e8%bf%9b%e8%a1%8c%e6%95%b0%e6%8d%ae%e6%b3%a8%e5%86%8c%e5%92%8c%e6%90%9c%e7%b4%a2%e3%80%82\/","title":{"rendered":"\u3010ElasticSearch\u3011\u6211\u5728C#\u4e2d\u5c1d\u8bd5\u4f7f\u7528bulkAPI\u8fdb\u884c\u6570\u636e\u6ce8\u518c\u548c\u641c\u7d22"},"content":{"rendered":"

\u9996\u5148<\/h1>\n

\u6211\u60f3\u5c1d\u8bd5\u4f7f\u7528ElasticSearch\uff01\u4ece\u5bf9\u5b83\u7684\u5174\u8da3\u5f00\u59cb\uff0c\u6211\u8fdb\u884c\u4e86ElasticSearch\u7684\u5f15\u5165\uff0c\u5e76\u5728Web\u5e94\u7528\u7a0b\u5e8f\u4e2d\u5b9e\u65bd\u4e86\u641c\u7d22\u3002
\n\u7531\u4e8e\u6211\u51e0\u4e4e\u662f\u4e2a\u521d\u5b66\u8005\uff0c\u6240\u4ee5\u8bf7\u6e29\u67d4\u4e9b\u3002
\n\u203b\u8fd9\u6b21\u5f00\u53d1\u53ea\u662f\u4e3a\u4e86\u641c\u7d22\u800c\u4e0d\u8fdb\u884c\u7d22\u5f15\u5b9a\u4e49\u548c\u6620\u5c04\u5b9a\u4e49\u3002<\/p>\n

\u5f15\u5165Elastic Search\u6280\u672f<\/h1>\n

\u8bf7\u53c2\u8003\u4e0b\u9762\u7684\u94fe\u63a5\u6765\u5b89\u88c5ElasticSearch\u548cKibana\u3002
\nhttps:\/\/qiita.com\/azumabashi\/items\/a6d989f02bf0e369023a<\/p>\n

\u5c1d\u8bd5\u5b89\u88c5 Elasticsearch \u548c Kibana 7.5.1 \u7248\u672c\u7684 Windows \u7248\u672c\u3002<\/p><\/blockquote>\n

\"image.png\"<\/div>\n

\u56e0\u4e3a\u5728Kibana\u4e2d\u9010\u4e2a\u521b\u5efa\u6570\u636e\u6761\u76ee\u5f88\u9ebb\u70e6\uff0c\u6240\u4ee5\u6211\u6253\u7b97\u4f7f\u7528Visual Studio\u5f00\u53d1C#\u63a7\u5236\u53f0\u5e94\u7528\u7a0b\u5e8f\u3002
\n\u6211\u5c06\u4f7f\u7528\u4ee5\u4e0bURL\u4e2d\u63d0\u4f9b\u7684bulkAPI\u8fdb\u884c\u6570\u636e\u767b\u8bb0\uff1a
\nhttps:\/\/qiita.com\/mino_s2000\/items\/191817f9d1d16320c478<\/p>\n

NEST\u6280\u5de7- Elasticsearch .NET\u5ba2\u6237\u7aef<\/p><\/blockquote>\n

\u5236\u5b9a\u53d1\u5c55\u7b56\u7565<\/h1>\n

\u6211\u4eec\u6309\u7167\u4ee5\u4e0b\u65b9\u9488\u8fdb\u884c\u5f00\u53d1\uff1a
\n\u524d\u63d0\uff1a\u521b\u5efa\u4e00\u4e2a\u5de5\u5177\uff0c\u53ef\u4ee5\u4ece\u6807\u9898\u4e2d\u83b7\u53d6URL\u3002
\n1. \u901a\u8fc7\u63a7\u5236\u53f0\u5e94\u7528\u7a0b\u5e8f\u4eceCSV\u6587\u4ef6\u4e2d\u83b7\u53d6\u8981\u6ce8\u518c\u7684\u6570\u636e\uff0c\u5e76\u4f7f\u7528bulkAPI\u5c06\u5176\u6295\u5165\u5230\u7d22\u5f15\u4e2d\u3002
\n2. \u5728MVC Web\u5e94\u7528\u7a0b\u5e8f\u4e2d\u4f7f\u7528ElasticSearch\u8fdb\u884c\u641c\u7d22\uff0c\u5e76\u5c06\u641c\u7d22\u7ed3\u679c\u663e\u793a\u5728\u5c4f\u5e55\u4e0a\u3002<\/p>\n

\u4ee5\u4e0b\u662f\u6211\u5b9e\u9645\u7f16\u5199\u7684\u4ee3\u7801\u3002<\/p>\n

\u6279\u5904\u7406<\/h1>\n
\/\/ \u691c\u7d22\u7528\uff08\u767b\u9332\u7528\u306e\u30d0\u30c3\u30c1\u306e\u305f\u3081\u4e0d\u8981\uff09<\/span>\r\n\/\/ElasticSearch.SearchData(\"API\");<\/span>\r\n\r\n\/\/ \u767b\u9332\u7528<\/span>\r\n\/\/ CSV\u304b\u3089\u30c7\u30fc\u30bf\u53d6\u5f97<\/span>\r\nvar<\/span> list<\/span> =<\/span> FileOperationService<\/span>.<\/span>GetCsvFileForElasticSearchData<\/span>();<\/span>\r\nElasticSearch<\/span>.<\/span>RegistData<\/span>(<\/span>list<\/span>);<\/span>\r\n<\/code><\/pre>\n
static<\/span> class<\/span> ElasticSearch<\/span>\r\n{<\/span>\r\n    public<\/span> static<\/span> string<\/span> ApiUrl<\/span> =<\/span> \"http:\/\/localhost:9200\"<\/span>;<\/span>\r\n    public<\/span> static<\/span> string<\/span> IndexName<\/span> =<\/span> \"testindex\"<\/span>;<\/span>\r\n    public<\/span> static<\/span> ConnectionSettings<\/span> settings<\/span> =<\/span> new<\/span> ConnectionSettings<\/span>(<\/span>new<\/span> Uri<\/span>(<\/span>ApiUrl<\/span>));<\/span>\r\n    public<\/span> static<\/span> ElasticClient<\/span> client<\/span> =<\/span> new<\/span> ElasticClient<\/span>(<\/span>settings<\/span>.<\/span>DefaultIndex<\/span>(<\/span>IndexName<\/span>));<\/span>\r\n\r\n\r\n    public<\/span> static<\/span> void<\/span> SearchData<\/span>(<\/span>string<\/span> searchWord<\/span>)<\/span>\r\n    {<\/span>\r\n        IList<\/span><<\/span>IndexModel<\/span>><\/span> hits<\/span> =<\/span> new<\/span> List<\/span><<\/span>IndexModel<\/span>>();<\/span>\r\n\r\n        try<\/span>\r\n        {<\/span>\r\n            var<\/span> response<\/span> =<\/span> client<\/span>.<\/span>Search<\/span><<\/span>IndexModel<\/span>>(<\/span>s<\/span> =><\/span> s<\/span>.<\/span>Size<\/span>(<\/span>10<\/span>)<\/span>\r\n            .<\/span>Query<\/span>(<\/span>q<\/span> =><\/span> q<\/span>.<\/span>MatchPhrasePrefix<\/span>(<\/span>m<\/span> =><\/span> m<\/span>.<\/span>Field<\/span>(<\/span>f<\/span> =><\/span> f<\/span>.<\/span>title<\/span>).<\/span>Query<\/span>(<\/span>searchWord<\/span>))));<\/span>\r\n\r\n            foreach<\/span> (<\/span>var<\/span> hit<\/span> in<\/span> response<\/span>.<\/span>Hits<\/span>)<\/span>\r\n            {<\/span>\r\n                hits<\/span>.<\/span>Add<\/span>(<\/span>hit<\/span>.<\/span>Source<\/span>);<\/span>\r\n                Console<\/span>.<\/span>WriteLine<\/span>(<\/span>\"id:\"<\/span> +<\/span> hit<\/span>.<\/span>Source<\/span>.<\/span>id<\/span>);<\/span>\r\n            }<\/span>\r\n        }<\/span>\r\n        catch<\/span> (<\/span>Exception<\/span> ex<\/span>)<\/span>\r\n        {<\/span>\r\n            Console<\/span>.<\/span>WriteLine<\/span>(<\/span>ex<\/span>.<\/span>Message<\/span>);<\/span>\r\n        }<\/span>\r\n\r\n        Console<\/span>.<\/span>WriteLine<\/span>(<\/span>\"\u691c\u7d22\u7d50\u679c\uff1a\"<\/span> +<\/span> hits<\/span>.<\/span>Count<\/span>);<\/span>\r\n        Console<\/span>.<\/span>WriteLine<\/span>(<\/span>\"\u4f55\u304b\u30ad\u30fc\u3092\u62bc\u3057\u3066\u304f\u3060\u3055\u3044\"<\/span>);<\/span>\r\n        Console<\/span>.<\/span>ReadKey<\/span>();<\/span>\r\n    }<\/span>\r\n\r\n    public<\/span> static<\/span> void<\/span> RegistData<\/span>(<\/span>List<\/span><<\/span>IndexModel<\/span>><\/span> indexModel<\/span>)<\/span>\r\n    {<\/span>\r\n        var<\/span> docList<\/span> =<\/span> new<\/span> List<\/span><<\/span>IndexModel<\/span>>();<\/span>\r\n        foreach<\/span> (<\/span>var<\/span> index<\/span> in<\/span> indexModel<\/span>)<\/span>\r\n        {<\/span>\r\n            docList<\/span>.<\/span>Add<\/span>(<\/span>new<\/span> IndexModel<\/span>\r\n            {<\/span>\r\n                id<\/span> =<\/span> index<\/span>.<\/span>id<\/span>,<\/span>\r\n                title<\/span> =<\/span> index<\/span>.<\/span>title<\/span>,<\/span>\r\n                path<\/span> =<\/span> index<\/span>.<\/span>path<\/span>,<\/span>\r\n                description<\/span> =<\/span> index<\/span>.<\/span>description<\/span>\r\n            }<\/span>\r\n            );<\/span>\r\n        }<\/span>\r\n        var<\/span> res<\/span> =<\/span> client<\/span>.<\/span>Bulk<\/span>(<\/span>e<\/span> =><\/span> e<\/span>\r\n                .<\/span>Index<\/span>(<\/span>IndexName<\/span>)<\/span>\r\n                .<\/span>IndexMany<\/span>(<\/span>docList<\/span>));<\/span>\r\n\r\n    }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
namespace<\/span> ConsoleElasticSearchSample.Model<\/span>\r\n{<\/span>\r\n    class<\/span> IndexModel<\/span>\r\n    {<\/span>\r\n        public<\/span> string<\/span> id<\/span> {<\/span> get<\/span>;<\/span> set<\/span>;<\/span> }<\/span>\r\n        public<\/span> string<\/span> title<\/span> {<\/span> get<\/span>;<\/span> set<\/span>;<\/span> }<\/span>\r\n        public<\/span> string<\/span> path<\/span> {<\/span> get<\/span>;<\/span> set<\/span>;<\/span> }<\/span>\r\n        public<\/span> string<\/span> description<\/span> {<\/span> get<\/span>;<\/span> set<\/span>;<\/span> }<\/span>\r\n    }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
static<\/span> class<\/span> FileOperationService<\/span>\r\n{<\/span>\r\n    public<\/span> static<\/span> string<\/span> FilePath<\/span> =<\/span> @\"C:\\work\\elasticsearch\\\"<\/span>;<\/span>\r\n    public<\/span> static<\/span> List<\/span><<\/span>IndexModel<\/span>><\/span> GetCsvFileForElasticSearchData<\/span>()<\/span>\r\n    {<\/span>\r\n        \/\/ \u914d\u5217\u304b\u3089\u30ea\u30b9\u30c8\u306b\u683c\u7d0d\u3059\u308b<\/span>\r\n        var<\/span> indexList<\/span> =<\/span> new<\/span> List<\/span><<\/span>IndexModel<\/span>>();<\/span>\r\n\r\n        \/\/ \u8aad\u307f\u8fbc\u307f\u305f\u3044CSV\u30d5\u30a1\u30a4\u30eb\u306e\u30d1\u30b9\u3092\u6307\u5b9a\u3057\u3066\u958b\u304f<\/span>\r\n        using<\/span> (<\/span>var<\/span> sr<\/span> =<\/span> new<\/span> StreamReader<\/span>(<\/span>FilePath<\/span> +<\/span> \"elasticsearch.csv\"<\/span>))<\/span>\r\n        {<\/span>\r\n            \/\/ \u672b\u5c3e\u307e\u3067\u7e70\u308a\u8fd4\u3059<\/span>\r\n            while<\/span> (!<\/span>sr<\/span>.<\/span>EndOfStream<\/span>)<\/span>\r\n            {<\/span>\r\n                \/\/ CSV\u30d5\u30a1\u30a4\u30eb\u306e\u4e00\u884c\u3092\u8aad\u307f\u8fbc\u3080<\/span>\r\n                string<\/span> line<\/span> =<\/span> sr<\/span>.<\/span>ReadLine<\/span>();<\/span>\r\n                \/\/ \u8aad\u307f\u8fbc\u3093\u3060\u4e00\u884c\u3092\u30ab\u30f3\u30de\u6bce\u306b\u5206\u3051\u3066\u914d\u5217\u306b\u683c\u7d0d\u3059\u308b<\/span>\r\n                string<\/span>[]<\/span> values<\/span> =<\/span> line<\/span>.<\/span>Split<\/span>(<\/span>','<\/span>);<\/span>\r\n\r\n                var<\/span> index<\/span> =<\/span> new<\/span> IndexModel<\/span>();<\/span>\r\n                index<\/span>.<\/span>id<\/span> =<\/span> values<\/span>[<\/span>0<\/span>];<\/span>\r\n                index<\/span>.<\/span>title<\/span> =<\/span> values<\/span>[<\/span>1<\/span>];<\/span>\r\n                index<\/span>.<\/span>path<\/span> =<\/span> values<\/span>[<\/span>2<\/span>];<\/span>\r\n                index<\/span>.<\/span>description<\/span> =<\/span> values<\/span>[<\/span>3<\/span>];<\/span>\r\n                indexList<\/span>.<\/span>Add<\/span>(<\/span>index<\/span>);<\/span>\r\n            }<\/span>\r\n        }<\/span>\r\n\r\n        return<\/span> indexList<\/span>;<\/span>\r\n    }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
\u5728\u7ebf<\/h1>\n
\u5171\u901a\u5904\u7406\u53c2\u8003\u6279\u5904\u7406<\/h2>\n
public<\/span> ActionResult<\/span> About<\/span>()<\/span>\r\n{<\/span>\r\n    ViewBag<\/span>.<\/span>Message<\/span> =<\/span> \"ElasticSearch\u306e\u7d50\u679c\u3092\u8868\u793a\u3057\u307e\u3059\"<\/span>;<\/span>\r\n    var<\/span> list<\/span> =<\/span> ElasticSearch<\/span>.<\/span>SearchData<\/span>(<\/span>\"ela\"<\/span>);<\/span>\r\n    ViewBag<\/span>.<\/span>list<\/span> =<\/span> list<\/span>;<\/span>\r\n\r\n    return<\/span> View<\/span>();<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
@{\r\n    ViewBag.Title = \"About\";\r\n}\r\n<h2><\/span>@ViewBag.Title.<\/h2><\/span>\r\n<h3><\/span>@ViewBag.Message<\/h3><\/span>\r\n\r\n<p><\/span>\r\n    <table<\/span> class=<\/span>\"table table-responsive\"<\/span>><\/span>\r\n        <tr><\/span>\r\n            <th><\/span>id<\/th><\/span>\r\n            <th><\/span>title<\/th><\/span>\r\n            <th><\/span>path<\/th><\/span>\r\n            <th><\/span>description<\/th><\/span>\r\n        <\/tr><\/span>\r\n        @for (var i = 0; i <<\/span> ViewBag.list.Count<\/span>;<\/span> i<\/span>++)<\/span>\r\n        {<\/span>\r\n    <<\/span>tr<\/span>><\/span>\r\n        @{\r\n            <th><\/span>@ViewBag.list[i].id<\/th><\/span>\r\n            <th><\/span>@ViewBag.list[i].title<\/th><\/span>\r\n            <th><a<\/span> href=<\/span>\"@ViewBag.list[i].path\"<\/span> target=<\/span>\"_blank\"<\/span>><\/span>@ViewBag.list[i].path<\/th><\/span>\r\n            <th><\/span>@ViewBag.list[i].description<\/th><\/span>\r\n        }\r\n\r\n    <\/tr><\/span>\r\n        }\r\n    <\/table><\/span>\r\n\r\n<\/p><\/span>\r\n<\/code><\/pre>\n
CSV\u6587\u4ef6<\/h1>\n
id,title,path,description\r\n1,Elasticsearch \u3068 Kibana 7.5.1 Windows \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u307f\u308b,https:\/\/qiita.com\/azumabashi\/items\/a6d989f02bf0e369023a,https:\/\/db-engines.com\/en\/ranking \u306b\u3088\u308b\u3068\u3001\u30b5\u30fc\u30c1\u30a8\u30f3\u30b8\u30f3\u306eElasticsearch\u306f\u304b\u306a\u308a\u3044\u3044\u3068\u3053\u308d\uff082019\u5e7412\u6708\u4ed8\u3067\u5168\u4f53\u306e8\u4f4d\u3001\u30b5\u30fc\u30c1\u30a8\u30f3\u30b8\u30f3\u3067\u306f\u30c8\u30c3\u30d7\uff09\u306b\u3064\u3051\u3066\u3044\u307e\u3059\u3002\r\n2,NEST Tips - Elasticsearch .NET Client,https:\/\/qiita.com\/mino_s2000\/items\/191817f9d1d16320c478,\u5ddd\u5d0e\u30d5\u30ed\u30f3\u30bf\u30fc\u30ec\u3001J1\u521d\u512a\u52dd\u304a\u3081\u3067\u3068\u3046\u3054\u3056\u3044\u307e\u3059\uff01\u7b49\u3005\u529b\u306b\u884c\u304d\u305f\u304b\u3063\u305f\u3067\u3059\u3002\r\n3,Python Elasticsearch \u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u307e\u3068\u3081,https:\/\/qiita.com\/satto_sann\/items\/8a63761bbfd6542bb9a2,Python\u3067Elasticsearch\u3092\u4f7f\u3046\u6a5f\u4f1a\u304c\u3042\u3063\u305f\u305f\u3081\u60c5\u5831\u3092\u53ce\u96c6\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u30b5\u30a4\u30c8\u3067\u4f7f\u308f\u308c\u3066\u3044\u308bElasticsearch\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u53e4\u304b\u3063\u305f\u308a\u3001\u305d\u3082\u305d\u3082\u3001\u60c5\u5831\u304c\u5c11\u306a\u304b\u3063\u305f\u308a\u3057\u305f\u306e\u3067\u3001\u4eca\u56de\u3001\u30e1\u30e2\u3068\u3057\u3066\u7c21\u5358\u306a\u4f8b\u3068\u5171\u306b\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002\r\n<\/code><\/pre>\n
\u5f00\u53d1\u5907\u5fd8\u5f55<\/h1>\n
\"image.png\"<\/div>\n
\"image.png\"<\/div>\n
\u4e34\u65f6\u7248\u753b\u9762<\/h1>\n
\"image.png\"<\/div>\n
ElasticSearch\u7684\u5907\u5fd8\u5f55<\/h1>\n
\u8fd9\u6b21\u5728\u641c\u7d22\u4e2d\uff0c\u5373\u4f7f\u4f7f\u7528”elastic”\u7b49\u5173\u952e\u8bcd\u8fdb\u884c\u641c\u7d22\uff0c\u4e5f\u51fa\u73b0\u4e86\u65e0\u6cd5\u627e\u5230\u7ed3\u679c\u7684\u73b0\u8c61\u3002<\/p>\n
GET<\/span> testindex\/_search<\/span>\r\n{<\/span>\r\n  \"query\"<\/span> :<\/span> {<\/span>\r\n    \"match\"<\/span>:<\/span> {<\/span>\r\n      \"title\"<\/span>:<\/span> \"elastic\"<\/span>\r\n    }<\/span>\r\n  }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
\u5728ElasticSearch\u4e2d\uff0c”match”\u4ec5\u7528\u4e8e\u8fdb\u884c\u5b8c\u5168\u5339\u914d\u641c\u7d22\uff0c\u56e0\u6b64\u5982\u679c\u8981\u8fdb\u884c\u90e8\u5206\u5339\u914d\u641c\u7d22\uff0c\u5219\u5fc5\u987b\u4f7f\u7528”match_phrase_prefix”\u3002\u6211\u4e0d\u77e5\u9053…<\/p>\n
GET<\/span> testindex\/_search<\/span>\r\n{<\/span>\r\n  \"query\"<\/span> :<\/span> {<\/span>\r\n    \"match_phrase_prefix\"<\/span>:<\/span> {<\/span>\r\n      \"title\"<\/span>:<\/span> \"elastic\"<\/span>\r\n    }<\/span>\r\n  }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
\u5982\u679c\u4e0a\u8ff0\u7684\u8bdd\u53ef\u8fdb\u884c\u641c\u7d22\u3002<\/p>\n
\u6700\u7ec8 \/ \u6700\u540e<\/h1>\n
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