{"id":4879,"date":"2020-01-01T00:00:00","date_gmt":"2019-12-31T15:00:00","guid":{"rendered":"https:\/\/majisemi.com\/topics\/uncategorized\/4879\/"},"modified":"2020-01-01T00:00:00","modified_gmt":"2019-12-31T15:00:00","slug":"%e3%80%90oss%e6%83%85%e5%a0%b1%e3%82%a2%e3%83%bc%e3%82%ab%e3%82%a4%e3%83%96%e3%80%91apache-flink","status":"publish","type":"post","link":"https:\/\/majisemi.com\/topics\/oss\/4879\/","title":{"rendered":"\u3010OSS\u60c5\u5831\u30a2\u30fc\u30ab\u30a4\u30d6\u3011Apache Flink"},"content":{"rendered":"<p><small><span style=\"border-bottom: solid 5px red;\">\u203b\u5f53\u8a18\u4e8b\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u60c5\u5831\u306f\u3001\u53e4\u304f\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u30aa\u30d5\u30a3\u30b7\u30e3\u30eb\u30b5\u30a4\u30c8\u3067\u6700\u65b0\u60c5\u5831\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/span><\/small><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u30b3\u30f3\u30c6\u30f3\u30c4<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/majisemi.com\/topics\/oss\/4879\/#%E3%80%8CApache_Flink%E3%80%8D%E3%81%A8%E3%81%AF\" >\u300cApache Flink\u300d\u3068\u306f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/majisemi.com\/topics\/oss\/4879\/#%E5%9F%BA%E6%9C%AC%E6%83%85%E5%A0%B1_%E6%A6%82%E8%A6%81_Apache_Flink%E3%82%A2%E3%83%91%E3%83%83%E3%83%81%E3%83%95%E3%83%AA%E3%83%B3%E3%82%AF%E3%81%A8%E3%81%AF%E3%80%81%E5%88%86%E6%95%A3%E3%82%B9%E3%83%88%E3%83%AA%E3%83%BC%E3%83%A0%E5%87%A6%E7%90%86%E3%83%97%E3%83%A9%E3%83%83%E3%83%88%E3%83%95%E3%82%A9%E3%83%BC%E3%83%A0%E3%81%A7%E3%81%99%E3%80%82%E3%83%90%E3%83%83%E3%83%81%E5%87%A6%E7%90%86%E3%81%AB%E3%82%82%E5%AF%BE%E5%BF%9C%E3%81%97%E3%80%81%E8%80%90%E9%9A%9C%E5%AE%B3%E6%80%A7%E6%8B%A1%E5%BC%B5%E6%80%A7%E3%82%92%E5%82%99%E3%81%88%E3%81%9F%E3%82%B9%E3%83%88%E3%83%AA%E3%83%BC%E3%83%A0%E5%87%A6%E7%90%86%E5%9F%BA%E7%9B%A4%E3%81%A7%E3%81%99%E3%80%82_%E5%9F%BA%E6%9C%AC%E8%AA%AC%E6%98%8E\" >\u57fa\u672c\u60c5\u5831\n\u6982\u8981\nApache Flink(\u30a2\u30d1\u30c3\u30c1\u30d5\u30ea\u30f3\u30af)\u3068\u306f\u3001\u5206\u6563\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u3082\u5bfe\u5fdc\u3057\u3001\u8010\u969c\u5bb3\u6027\/\u62e1\u5f35\u6027\u3092\u5099\u3048\u305f\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u57fa\u76e4\u3067\u3059\u3002\n\u57fa\u672c\u8aac\u660e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/majisemi.com\/topics\/oss\/4879\/#%E4%B8%BB%E3%81%AA%E7%89%B9%E5%BE%B4_All-in-One%E6%A7%8B%E6%88%90\" >\u4e3b\u306a\u7279\u5fb4\nAll-in-One\u69cb\u6210<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1 class=\"h1Custom\"><span class=\"ez-toc-section\" id=\"%E3%80%8CApache_Flink%E3%80%8D%E3%81%A8%E3%81%AF\"><\/span>\u300cApache Flink\u300d\u3068\u306f<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<div class=\"main-c\">\n<h3 class=\"h2smalltitle\">\u57fa\u672c\u60c5\u5831<\/h2>\n<h3 class=\"h2smalltitle\">\u6982\u8981<\/h2>\n<p><strong>Apache Flink<\/strong>(\u30a2\u30d1\u30c3\u30c1\u30d5\u30ea\u30f3\u30af)\u3068\u306f\u3001\u5206\u6563\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u3082\u5bfe\u5fdc\u3057\u3001\u8010\u969c\u5bb3\u6027\/\u62e1\u5f35\u6027\u3092\u5099\u3048\u305f\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u57fa\u76e4\u3067\u3059\u3002<\/p>\n<h4 class=\"subtitle-h4\">\u57fa\u672c\u8aac\u660e<\/h3>\n<p>Apache Flink\u306f\u3001\u30b9\u30c8\u30ea\u30fc\u30e0\u57fa\u76e4\u3068\u3057\u3066\u300c\u30c7\u30fc\u30bf\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u300d\u300c\u901a\u4fe1\u6a5f\u80fd\u300d\u300c\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u30d5\u30a9\u30fc\u30eb\u30c8\u30c8\u30ec\u30e9\u30f3\u30b9\u6a5f\u80fd\u300d\u300c\u67d4\u8edf\u306aAPI\u9023\u643a\u6a5f\u80fd\u300d\u306a\u3069\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u672c\u4f53\u306fScala\u3067\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u300c\u30e6\u30fc\u30b6\u30b3\u30fc\u30c9\u306b\u3088\u308b\u30e1\u30e2\u30ea\u67af\u6e07\u304c\u767a\u751f\u3057\u306a\u3044\u300d\u300c\u30ac\u30fc\u30d9\u30fc\u30b8\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u524a\u6e1b\u300d\u300c\u52b9\u7387\u7684\u30c7\u30a3\u30b9\u30afI\/O\u300d\u300c\u30e9\u30f3\u30bf\u30a4\u30e0\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u4e0d\u8981\u300d\u300c\u5805\u7262\u300d\u300c\u5b89\u5b9a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u300d\u300c\u6a5f\u68b0\u5b66\u7fd2\/\u30b0\u30e9\u30d5\u51e6\u7406\u30e9\u30a4\u30d6\u30e9\u30ea\u300d\u306a\u3069\u306e\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"subtitle-h4\">\u300cApache Spark\u300d\u3068\u306e\u76f8\u9055\u70b9<\/h3>\n<p>\u540c\u69d8\u306a\u88fd\u54c1\u3068\u3057\u3066\u300cApache Spark\u300d\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u300cSpark\u300d\u306f\u30d0\u30c3\u30c1\u51e6\u7406\u304b\u3089\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u306b\u6d3e\u751f\u3057\u305f\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002\u305d\u308c\u306b\u5bfe\u3057\u3066\u300cFlink\u300d\u306f\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u304b\u3089\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u6d3e\u751f\u3057\u3066\u3044\u307e\u3059\u3002\u300cFlink\u300d\u306f\u3001\u8010\u969c\u5bb3\u6027\/\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3092\u6700\u512a\u5148\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 class=\"h2smalltitle\"><span class=\"ez-toc-section\" id=\"%E4%B8%BB%E3%81%AA%E7%89%B9%E5%BE%B4_All-in-One%E6%A7%8B%E6%88%90\"><\/span>\u4e3b\u306a\u7279\u5fb4<\/h2>\n<h4 class=\"subtitle-h4\">All-in-One\u69cb\u6210<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Flink\u3067\u306f\u540c\u4e00\u306e\u30e9\u30f3\u30bf\u30a4\u30e0\u3067\u300c\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u300d\u3068\u300c\u30d0\u30c3\u30c1\u51e6\u7406\u300d\u3092\u5b9f\u884c\u53ef\u80fd\u3067\u3059\u3002\u300c\u8907\u5408\u30a4\u30d9\u30f3\u30c8\u51e6\u7406\u300d\u300c\u6a5f\u68b0\u5b66\u7fd2\u300d\u300cSQL\u30e9\u30a4\u30afAPI\u300d\u3082\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"subtitle-h4\">\u512a\u308c\u305f\u8010\u969c\u5bb3\u6027<\/h3>\n<p>Flink\u306f\u3001\u8010\u969c\u5bb3\u6027\u306b\u512a\u308c\u3066\u3044\u308b\u306e\u304c\u5927\u304d\u306a\u7279\u5fb4\u3067\u3059\u3002\u5404\u51e6\u7406\u3092\u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u3067\u6271\u3063\u3066\u304a\u308a\u3001\u969c\u5bb3\u304c\u767a\u751f\u3057\u305f\u969b\u306b\u306f\u3001\u51e6\u7406\u3092\u81ea\u52d5\u3067\u5fa9\u65e7\u3055\u305b\u308b\u6a5f\u80fd\u3092\u6709\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Flink\u3067\u51e6\u7406\u3055\u308c\u308b\u30a4\u30d9\u30f3\u30c8\u306f\u3001\u6b63\u78ba\u306b1\u56de\u3060\u3051\u5b9f\u884c\u3059\u308b\u300cExactly-once\u300d\u30dd\u30ea\u30b7\u30fc\u306b\u57fa\u3065\u3044\u3066\u51e6\u7406\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u300cChandy-Lamport\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u300d\u3092\u5229\u7528\u3057\u305f\u5206\u6563\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u306b\u3088\u308a\u3001\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u7dad\u6301\u3057\u3064\u3064\u3001\u8010\u969c\u5bb3\u6027\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u9ad8\u904e\u8ca0\u8377\u72b6\u614b\u306e\u5834\u5408\u306b\u306f\u3001\u30a4\u30d9\u30f3\u30c8\u51e6\u7406\u3092\u4e2d\u65ad\u3057\u3001\u5168\u4f53\u304c\u30cf\u30f3\u30b0\u30a2\u30c3\u30d7\u3057\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u30d5\u30ed\u30fc\u5236\u5fa1\u6a5f\u80fd\u3092\u6709\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"subtitle-h4\">\u9ad8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/h3>\n<p>Yahoo\u304c\u767a\u8868\u3057\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u3088\u308b\u3068\u300cApache Storm\u300d\u3068\u540c\u7b49\u4ee5\u4e0a\u306e\u6027\u80fd\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"subtitle-h4\">\u30a4\u30d9\u30f3\u30c8\u30bf\u30a4\u30e0\u30b5\u30dd\u30fc\u30c8<\/h3>\n<p>Flink\u3067\u306f\u3001\u53d7\u4fe1\u3057\u305f\u30a4\u30d9\u30f3\u30c8\u306b\u5bfe\u3059\u308b\u6642\u9593\u306b\u3064\u3044\u3066\u3001\u300cProcessing Time(\u30b7\u30b9\u30c6\u30e0\u6642\u9593)\u300d\u300cEvent Time(\u30a4\u30d9\u30f3\u30c8\u306e\u767a\u751f\u5143\u6642\u9593)\u300d\u300cIngestion Time(\u30a4\u30d9\u30f3\u30c8\u53d6\u5f97\u6642\u9593)\u300d\u306e3\u3064\u306e\u6982\u5ff5\u3067\u6271\u3048\u307e\u3059\u3002<\/p>\n<h4 class=\"subtitle-h4\">\u67d4\u8edf\u306aAPI<\/h3>\n<p>\u30b3\u30a2API\u3068\u3057\u3066\u3001\u30b9\u30c8\u30ea\u30fc\u30e0\u7528\u300cDataStream API\u300d\u3001\u9759\u7684\u30c7\u30fc\u30bf\u7528\u300cDataSet API\u300d\u3001SQL\u767a\u884c\u7528\u300cTable API\u300d\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30aa\u30d7\u30b7\u30e7\u30f3(\u30e9\u30a4\u30d6\u30e9\u30ea\/API)\u3068\u3057\u3066\u3001\u8907\u96d1\u306a\u30a4\u30d9\u30f3\u30c8\u51e6\u7406\u7528\u300cCEP\u300d\u3001\u6a5f\u68b0\u5b66\u7fd2\u7528\u300cFlinkML\u300d\u3001\u30b0\u30e9\u30d5\u64cd\u4f5c\u7528\u300cGelly\u300d\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"subtitle-h4\">\u72ec\u81ea\u306e\u30e1\u30e2\u30ea\u7ba1\u7406\u6a5f\u69cb<\/h3>\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u30b9\u30b1\u30fc\u30eb\u3057\u3066\u3082\u3001\u30ac\u30fc\u30d9\u30fc\u30b8\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u5f71\u97ff\u3092\u56de\u907f\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"subtitle-h4\">\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u6a5f\u69cb<\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\/\u30b0\u30e9\u30d5\u51e6\u7406\u7528\u306b\u3001\u9ad8\u901f\u306b\u7e70\u8fd4\u3057\u8a08\u7b97\u304c\u3067\u304d\u308b\u300c\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u6a5f\u69cb\u300d\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"subtitle-h4\">\u30d7\u30ed\u30b0\u30e9\u30e0\u6700\u9069\u5316(\u30d0\u30c3\u30c1\u51e6\u7406)<\/h3>\n<p>\u30d0\u30c3\u30c1\u51e6\u7406\u3067\u306f\u3001\u81ea\u52d5\u3067\u6700\u9069\u5316\u3055\u308c\u305f\u5b9f\u884c\u8a08\u753b\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<h4 class=\"subtitle-h4\">\u4ed6\u88fd\u54c1\u3068\u306e\u9023\u643a<\/h3>\n<p>Flink\u306f\u3001YARN\u4e0a\u3067\u52d5\u4f5c\u3057\u3001HDFS\/Kafka\/Hadoop\u95a2\u9023\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u3068\u9023\u643a\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 class=\"h2smalltitle\">\u540c\u69d8\u88fd\u54c1<\/h2>\n<p>\u540c\u69d8\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u88fd\u54c1\u3068\u3057\u3066\u3001\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u88fd\u54c1\uff1a\u300c<a href=\"http:\/\/www.ossnews.jp\/oss_info\/Apache_Spark\" target=\"jumpsite\" rel=\"nofollow noopener\">Apache Spark<\/a>\u300d\u300c<a href=\"http:\/\/www.ossnews.jp\/oss_info\/Apache_Storm\" target=\"jumpsite\" rel=\"nofollow noopener\">Apache Storm<\/a>\u300d\u306a\u3069\u3002<\/p>\n<h3 class=\"h2smalltitle\">\u30e9\u30a4\u30bb\u30f3\u30b9\u60c5\u5831<\/h2>\n<p>Apache Flink\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u300cApache License Version 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