{"id":12272,"date":"2015-12-17T14:10:48","date_gmt":"2015-12-17T05:10:48","guid":{"rendered":"http:\/\/www.creationline.com\/?p=12272"},"modified":"2015-12-17T14:10:48","modified_gmt":"2015-12-17T05:10:48","slug":"129%e6%b0%b4-spark-meetup-december%e3%82%a4%e3%83%99%e3%83%b3%e3%83%88%e3%83%ac%e3%83%9d%e3%83%bc%e3%83%88","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/news\/event\/12272","title":{"rendered":"12\/9(\u6c34) Spark Meetup December\u30a4\u30d9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8"},"content":{"rendered":"<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/spark-logo-trademark.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-12346\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/spark-logo-trademark.png\" alt=\"spark-logo-trademark\" width=\"270\" height=\"137\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/spark-logo-trademark.png 270w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/spark-logo-trademark-187x95.png 187w\" sizes=\"auto, (max-width: 270px) 100vw, 270px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u306e\u85e4\u7530\u3067\u3059\u3002<\/span><span style=\"font-weight: 400;\">12\u67089\u65e5\u306b\u90fd\u5185\u67d0\u6240\u3067\u884c\u306a\u308f\u308c\u305fSpark Meetup December( <a href=\"http:\/\/connpass.com\/event\/23159\/\" target=\"_blank\" rel=\"noopener\">http:\/\/connpass.com\/event\/23159\/<\/a>\u00a0)\u306b\u53c2\u52a0\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u79c1\u306f\u30b9\u30bf\u30c3\u30d5\u3068\u3057\u3066\u30a8\u30ec\u30d9\u30fc\u30bf\u306e\u4e57\u308a\u63db\u3048\u968e\u306b\u3066\u53c2\u52a0\u8005\u306e\u8a98\u5c0e\u3092\u884c\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/span><span style=\"font-weight: 400;\">\u53c2\u52a0\u8005\u304c\u6b21\u3005\u306b\u6765\u5834\u3057\u3001\u4f1a\u5834\u304c\u8cd1\u3084\u304b\u306b\u306a\u3063\u3066\u3044\u304d\u307e\u3059\u3002\u3061\u3087\u3063\u3068\u3057\u305f\u30cf\u30d7\u30cb\u30f3\u30b0\u306b\u3088\u308a\u4e88\u5b9a\u309210\u5206\u307b\u3069\u30aa\u30fc\u30d0\u30fc\u3057\u307e\u3057\u305f\u304c\u3001Spark Meetup December\u304c\u59cb\u307e\u308a\u307e\u3057\u305f\u3002<\/span><\/p>\n<dl id=\"attachment_12273\" class=\"wp-caption alignnone\" style=\"width: 710px;\">\n<dt class=\"wp-caption-dt\"><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/P_20151209_191811.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-12273\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/P_20151209_191811.jpg\" alt=\"Jpeg\" width=\"700\" height=\"394\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/P_20151209_191811.jpg 700w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/P_20151209_191811-169x95.jpg 169w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/a><\/dt>\n<dd class=\"wp-caption-dd\">\n<h2><span style=\"font-weight: 400;\">Spark Wrapup: 2014-2015<\/span><\/h2>\n<\/dd>\n<\/dl>\n<p><span style=\"font-weight: 400;\">\u6700\u521d\u306b\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u6728\u5185\u3055\u3093\u3001\u9234\u6728\u3055\u3093\u3088\u308aSpark Analytics 2015\u3001Spark Summit EU\u306e\u5831\u544a\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u307e\u3067\u3082Spark\u306b\u306f\u69d8\u3005\u306a\u6a5f\u80fd\u304c\u8ffd\u52a0\u3055\u308c\u3066\u304d\u307e\u3057\u305f\u304c\u30012016\u5e74\u3082\u52e2\u3044\u306f\u8870\u3048\u306a\u3055\u305d\u3046\u3067\u3059\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u672c\u5f53\u306b\u3042\u3063\u305fApache Spark\u969c\u5bb3\u306e\u8a71<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u3064\u3065\u3044\u3066\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4e95\u4e0a\u3055\u3093\u304b\u3089\u300c\u672c\u5f53\u306b\u3042\u3063\u305fApache Spark\u969c\u5bb3\u306e\u8a71\u300d\u306e\u767a\u8868\u3067\u3059\u3002\u5185\u5bb9\u306fSpark\u306e\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u95a2\u3059\u308b\u3082\u306e\u3067\u3057\u305f\u30021\u5e74\u8fd1\u304fSpark\u3092\u4f7f\u3063\u3066\u5b9f\u969b\u306b\u8d77\u3063\u305f\u969c\u5bb3\u3092\u8a71\u3057\u3066\u304f\u3060\u3055\u3044\u307e\u3057\u305f\u3002Spark\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u30921.4.0\u304b\u30891.5.1\u306b\u4e0a\u3052\u305f\u969b\u306b\u30b8\u30e7\u30d6\u304cfail\u3057\u305f\u4ef6\u3084executor\u304c\u5fdc\u7b54\u3057\u306a\u304f\u306a\u308a\u3001\u30b8\u30e7\u30d6\u304c\u5b8c\u4e86\u3067\u304d\u305a\u30e1\u30e2\u30ea\u304c\u8db3\u308a\u306a\u304f\u306a\u3063\u305f\u4ef6\u306a\u3069\u3001\u81ea\u5206\u9054\u304c\u3069\u3046\u5bfe\u51e6\u3057\u305f\u306e\u304b\u3092\u8aac\u660e\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u524d\u8005\u306fSQLContext\u3092HiveContext\u306b\u5909\u66f4\u3059\u308b\u3053\u3068\u3067\u89e3\u6c7a\u3057\u3001\u5f8c\u8005\u306fspark.speculation\u306e\u8a2d\u5b9a\u3067\u9045\u5ef6\u30bf\u30b9\u30af\u3092\u518d\u8d77\u52d5\u3059\u308b\u3053\u3068\u3067\u89e3\u6c7a\u3059\u308b\u305d\u3046\u3067\u3059\u3002\u307e\u305fscala\u3067\u958b\u767a\u3059\u308b\u3068\u304d\u306b\u4f7f\u7528\u3059\u308bsbt\u3067\u306e\u30c6\u30b9\u30c8\u304cfail\u3059\u308b\u306e\u306fsbt\u30d0\u30fc\u30b8\u30e7\u30f3\u304c0.10\u4ee5\u4e0a\u3067\u5bfe\u5fdc\u3057\u305f\u4e26\u5217\u5b9f\u884c\u304c\u539f\u56e0\u3067\u4e26\u5217\u5b9f\u884c\u3092\u7121\u52b9\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u305d\u3046\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u969c\u5bb3\u306e\u89e3\u6c7a\u7b56\u3060\u3051\u3067\u306a\u304f\u89e3\u6c7a\u7b56\u3092\u63a2\u308b\u904e\u7a0b\u3082\u8a71\u3057\u3066\u304f\u308c\u3066\u3001\u3069\u306e\u3088\u3046\u306a\u8003\u3048\u65b9\u3092\u3057\u3066\u3044\u305f\u306e\u304b\u304c\u5206\u304b\u308a\u52c9\u5f37\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Spark Streaming\u306e\u57fa\u672c\u3068\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u51e6\u7406<\/span><\/h2>\n<p><iframe loading=\"lazy\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/chlLHPMQAAnzJ6\" width=\"595\" height=\"485\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <\/p>\n<div style=\"margin-bottom:5px\"> <strong> <a href=\"\/\/www.slideshare.net\/MapR_Japan\/spark-streaming-55971278\" title=\"Spark Streaming \u306e\u57fa\u672c\u3068\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u51e6\u7406 - Spark Meetup December 2015\/12\/09\" target=\"_blank\" rel=\"noopener\">Spark Streaming \u306e\u57fa\u672c\u3068\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u51e6\u7406 - Spark Meetup December 2015\/12\/09<\/a> <\/strong> from <strong><a href=\"\/\/www.slideshare.net\/MapR_Japan\" target=\"_blank\" rel=\"noopener\">MapR Technologies Japan<\/a><\/strong> <\/div>\n<p><span style=\"font-weight: 400;\">MapR Technologies\u306e\u8349\u8599\u3055\u3093\u306e\u767a\u8868\u306f\u300cSpark Streaming\u306e\u57fa\u672c\u3068\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u51e6\u7406\u300d\u3068\u984c\u3057\u3066\u3001Spark\u306e\u57fa\u672c\u7684\u306a\u4e8b\u9805\u304b\u3089\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u7c21\u5358\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u8aac\u660e\u3092\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u307e\u305a\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u8aac\u660e\u3084\u305d\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u305f\u51e6\u7406\u306e\u4f8b\u3092\u4e0a\u3052\u305f\u308a\u3001Spark\u3092\u4f7f\u3063\u3066\u5206\u6563\u51e6\u7406\u3059\u308b\u3053\u3068\u306e\u5229\u70b9(\u969c\u5bb3\u306b\u5f37\u3044)\u3092\u8a71\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u305d\u306e\u5f8c\u306bSpark\u306eRDD\u3084transformation\u3068action\u306e\u7c21\u5358\u306a\u8aac\u660e\u3092\u3057\u3001\u30b3\u30fc\u30c9\u3092\u793a\u3057\u306a\u304c\u3089\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u30fbHBase\u3078\u306e\u8aad\u307f\u66f8\u304d\u30fb\u30c7\u30fc\u30bf\u306e\u30d5\u30a3\u30eb\u30bf\u51e6\u7406\u306a\u3069\u4e01\u5be7\u306b\u8aac\u660e\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u6700\u5f8c\u306b\u306fMapR\u3067\u3067\u304d\u308bHadoop\u3084Spark\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u5b66\u7fd2\u306e\u7d39\u4ecb\u3092\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/IMG_2015-12-09_19-52-37.jpeg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-12276\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/IMG_2015-12-09_19-52-37.jpeg\" alt=\"201512091952\" width=\"700\" height=\"525\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/IMG_2015-12-09_19-52-37.jpeg 700w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/IMG_2015-12-09_19-52-37-127x95.jpeg 127w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Spark\u306e\u57fa\u672c\u7684\u306a\u64cd\u4f5c\u304b\u3089Streaming\u51e6\u7406\u3001HBase\u306e\u64cd\u4f5c\u65b9\u6cd5\u7b49\u3092\u4e01\u5be7\u306b\u767a\u8868\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002Spark\u306e\u521d\u5b66\u8005\u306b\u3082\u5206\u304b\u308a\u6613\u3044\u8aac\u660e\u3060\u3063\u305f\u3068\u601d\u3044\u307e\u3059\u3002MapR\u3067\u306f\u82f1\u8a9e\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u30bf\u30c0\u3067Spark\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u5b66\u7fd2\u304c\u3067\u304d\u308b\u3088\u3046\u3067\u305c\u3072\u79c1\u3082\u5229\u7528\u3057\u3066\u307f\u305f\u3044\u3067\u3059\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Spark Streaming\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30e6\u30fc\u30b6\u5c5e\u6027\u63a8\u5b9a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">5\u5206\u7a0b\u5ea6\u306e\u4f11\u61a9\u3092\u631f\u3093\u3067\u3001\u6700\u5f8c\u306b\u30ea\u30af\u30eb\u30fc\u30c8\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30ba\u306e\u4f50\u4f2f\u3055\u3093\u3088\u308a\u300cSpark Streaming\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30e6\u30fc\u30b6\u5c5e\u6027\u63a8\u5b9a\u300d\u306e\u767a\u8868\u3067\u3059\u3002\u30e6\u30fc\u30b6\u304c\u6c42\u3081\u308b\u60c5\u5831\u3092\u30de\u30c3\u30c1\u30f3\u30b0\u3057\u6e80\u8db3\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u30e6\u30fc\u30b6\u5c5e\u6027\u3092\u8abf\u3079\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u306a\u3044\u65b0\u898f\u30e6\u30fc\u30b6\u306b\u5bfe\u3057\u3066\u3082Spark Streaming\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u60c5\u5831\u53ce\u96c6\u3068\u5c5e\u6027\u63a8\u5b9a\u304c\u5b9f\u73fe\u3067\u304d\u308b\u305d\u3046\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u30fb\u8ee2\u9001\u304b\u3089Streaming\u51e6\u7406\u3001\u51e6\u7406\u7d50\u679c\u306e\u53cd\u6620\u3068\u88fd\u4f5c\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u306eSpark\u4ee5\u5916\u306e\u90e8\u5206\u3082\u8aac\u660e\u3092\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002Spark\u306b\u306fMLlib\u3068\u3044\u3046\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3042\u308b\u306e\u3067\u3059\u304c\u3001\u8981\u4ef6\u3092\u6e80\u305f\u3059\u3082\u306e\u304c\u306a\u304f\u4e8b\u524d\u306b\u7528\u610f\u3057\u305f\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u5c5e\u6027\u63a8\u5b9a\u3092\u884c\u306a\u3063\u305f\u305d\u3046\u3067\u3059\u3002\u307e\u305f\u958b\u767a\u30c1\u30fc\u30e0\u306b\u306fJava\u304c\u66f8\u3051\u308b\u4eba\u305f\u3061\u3068Scala\u304c\u66f8\u3051\u308b\u4eba\u305f\u3061\u304c\u3044\u305f\u304c\u8a00\u8a9e\u9593\u3067\u306e\u578b\u5909\u63db\u3092Spark\u304cimplicit\u306b\u884c\u306a\u3063\u3066\u304f\u308c\u305f\u305f\u3081\u3001Java\u3068Scala\u306e\u5171\u5b58\u304c\u697d\u3060\u3063\u305f\u305d\u3046\u3067\u3059\u3002<\/span><\/p>\n<p><a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/IMG_2015-12-09_20-24-08.jpeg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-12277\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/IMG_2015-12-09_20-24-08.jpeg\" alt=\"201512092024\" width=\"700\" height=\"525\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/IMG_2015-12-09_20-24-08.jpeg 700w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/IMG_2015-12-09_20-24-08-127x95.jpeg 127w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u500b\u4eba\u7684\u306b\u306f\u30e6\u30fc\u30b6\u306e\u5c5e\u6027\u63a8\u5b9a\u306b\u3069\u306e\u3088\u3046\u306a\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u4f7f\u7528\u3057\u305f\u306e\u304b\u6c17\u306b\u306a\u308a\u307e\u3057\u305f\u304c\u3001\u516c\u958b\u3057\u3066\u3082\u3089\u3048\u305a\u5c11\u3005\u6b8b\u5ff5\u3067\u3057\u305f\u3002\u305f\u3060\u5b9f\u969b\u306b\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3068\u304d\u306b\u3069\u306e\u3088\u3046\u306bSpark\u3092\u7d44\u307f\u8fbc\u3093\u3067\u3044\u308b\u304b\u3092\u8a71\u3057\u3066\u3044\u305f\u3060\u304d\u3001\u52c9\u5f37\u306b\u306a\u3063\u305f\u3068\u601d\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5168\u3066\u306e\u767a\u8868\u304c\u7d42\u308f\u3063\u305f\u3042\u3068\u306b\u306f\u60c5\u5831\u4ea4\u63db\u4f1a\u304c\u884c\u306a\u308f\u308c\u307e\u3057\u305f\u3002<\/span><span style=\"font-weight: 400;\">\u8efd\u98df\u3092\u53d6\u308a\u3064\u3064\u3001LT\u304c\u884c\u306a\u308f\u308c\u305f\u308a\u3001\u5404\u4eba\u4ea4\u6d41\u3092\u6df1\u3081\u3042\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/span><\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p><span style=\"font-weight: 400;\">\u79c1\u3082Spark\u3092\u4f7f\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u500b\u5225\u306b\u6a5f\u80fd\u3092\u4f7f\u3046\u3053\u3068\u304c\u591a\u304f\u4eca\u56de\u767a\u8868\u304c\u3042\u3063\u305f\u3088\u3046\u306b\u5b9f\u8df5\u7684\u306a\u958b\u767a\u3092\u3057\u305f\u3053\u3068\u304c\u7121\u3044\u306e\u3067\u5927\u5909\u8208\u5473\u6df1\u304f\u8074\u304b\u305b\u3066\u9802\u304d\u307e\u3057\u305f\u3002\u307e\u305fMLlib\u7cfb\u3092\u666e\u6bb5\u4f7f\u3063\u3066\u3044\u3066Spark Streaming\u306b\u306f\u99b4\u67d3\u307f\u304c\u306a\u3044\u306e\u3067\u3059\u304c\u3001\u305d\u308c\u3067\u3082\u7406\u89e3\u3067\u304d\u308b\u5206\u304b\u308a\u6613\u3044\u8aac\u660e\u3067\u3057\u305f\u3002IoT\u5206\u91ce\u3068\u306e\u9023\u5e2f\u3067\u306f\u53d6\u5f97\u3057\u305f\u30bb\u30f3\u30b5\u30fc\u5024\u306a\u3069\u3092Streaming\u3067\u6271\u3046\u3053\u3068\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u304b\u3089\u3001\u4eca\u5f8c\u306e\u305f\u3081\u306b\u52c9\u5f37\u3092<\/span><span style=\"font-weight: 400;\">\u3057\u305f\u3044\u3067\u3059\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u306e\u85e4\u7530\u3067\u3059\u300212\u67089\u65e5\u306b\u90fd\u5185\u67d0\u6240\u3067\u884c\u306a\u308f\u308c\u305fSpark Meetup December( http:\/\/connpass.com\/event\/23159\/\u00a0)\u306b\u53c2\u52a0\u3057\u3066\u304d\u307e\u3057\u305f\u3002 \u79c1\u306f\u30b9\u30bf\u30c3\u30d5\u3068\u3057\u3066\u30a8 [&#8230;]<\/p>\n","protected":false},"author":1,"featured_media":12346,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[32,51],"tags":[50],"class_list":["post-12272","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-event","category-spark","tag-spark"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>12\/9(\u6c34) Spark Meetup December\u30a4\u30d9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta name=\"description\" content=\"Event, Spark |\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u306e\u85e4\u7530\u3067\u3059\u300212\u67089\u65e5\u306b\u90fd\u5185\u67d0\u6240\u3067\u884c\u306a\u308f\u308c\u305fSpark Meetup December(\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.creationline.com\/tech-blog\/12272\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"12\/9(\u6c34) Spark Meetup December\u30a4\u30d9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\" \/>\n<meta property=\"og:description\" content=\"Event, Spark |\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u306e\u85e4\u7530\u3067\u3059\u300212\u67089\u65e5\u306b\u90fd\u5185\u67d0\u6240\u3067\u884c\u306a\u308f\u308c\u305fSpark Meetup December(\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.creationline.com\/tech-blog\/12272\" \/>\n<meta property=\"og:site_name\" content=\"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/creationline\" \/>\n<meta property=\"article:published_time\" content=\"2015-12-17T05:10:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/spark-logo-trademark.png\" \/>\n\t<meta property=\"og:image:width\" content=\"270\" \/>\n\t<meta property=\"og:image:height\" content=\"137\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@creationline\" \/>\n<meta name=\"twitter:site\" content=\"@creationline\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/12272#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/12272\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#\\\/schema\\\/person\\\/7d923d1c017568a1a5e66d7bb1c8764a\"},\"headline\":\"12\\\/9(\u6c34) Spark Meetup December\u30a4\u30d9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8\",\"datePublished\":\"2015-12-17T05:10:48+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/12272\"},\"wordCount\":95,\"image\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/12272#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2015\\\/12\\\/spark-logo-trademark.png\",\"keywords\":[\"Spark\"],\"articleSection\":[\"Event\",\"Spark\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/12272\",\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/12272\",\"name\":\"12\\\/9(\u6c34) Spark Meetup December\u30a4\u30d9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/12272#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/12272#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2015\\\/12\\\/spark-logo-trademark.png\",\"datePublished\":\"2015-12-17T05:10:48+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#\\\/schema\\\/person\\\/7d923d1c017568a1a5e66d7bb1c8764a\"},\"description\":\"Event, Spark |\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u306e\u85e4\u7530\u3067\u3059\u300212\u67089\u65e5\u306b\u90fd\u5185\u67d0\u6240\u3067\u884c\u306a\u308f\u308c\u305fSpark Meetup December(\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/12272#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/12272\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/12272#primaryimage\",\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2015\\\/12\\\/spark-logo-trademark.png\",\"contentUrl\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2015\\\/12\\\/spark-logo-trademark.png\",\"width\":270,\"height\":137},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/12272#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"HOME\",\"item\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u305d\u306e\u4ed6\",\"item\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/others\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Spark\",\"item\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/others\\\/spark\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"12\\\/9(\u6c34) Spark Meetup December\u30a4\u30d9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#website\",\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/\",\"name\":\"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\",\"description\":\"\u30a2\u30b8\u30e3\u30a4\u30eb\uff06DevOps\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u3001AI\uff06LLM\u306e\u5148\u7aef\u6280\u8853\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/#\\\/schema\\\/person\\\/7d923d1c017568a1a5e66d7bb1c8764a\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2021\\\/12\\\/avatar.png\",\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2021\\\/12\\\/avatar.png\",\"contentUrl\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/cms_x3GWkuX\\\/wp-content\\\/uploads\\\/2021\\\/12\\\/avatar.png\",\"caption\":\"admin\"},\"url\":\"https:\\\/\\\/www.creationline.com\\\/tech-blog\\\/author\\\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"12\/9(\u6c34) Spark Meetup December\u30a4\u30d9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","description":"Event, Spark |\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u306e\u85e4\u7530\u3067\u3059\u300212\u67089\u65e5\u306b\u90fd\u5185\u67d0\u6240\u3067\u884c\u306a\u308f\u308c\u305fSpark Meetup December(","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.creationline.com\/tech-blog\/12272","og_locale":"ja_JP","og_type":"article","og_title":"12\/9(\u6c34) Spark Meetup December\u30a4\u30d9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","og_description":"Event, Spark |\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u306e\u85e4\u7530\u3067\u3059\u300212\u67089\u65e5\u306b\u90fd\u5185\u67d0\u6240\u3067\u884c\u306a\u308f\u308c\u305fSpark Meetup December(","og_url":"https:\/\/www.creationline.com\/tech-blog\/12272","og_site_name":"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","article_publisher":"https:\/\/www.facebook.com\/creationline","article_published_time":"2015-12-17T05:10:48+00:00","og_image":[{"width":270,"height":137,"url":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/spark-logo-trademark.png","type":"image\/png"}],"author":"admin","twitter_card":"summary_large_image","twitter_creator":"@creationline","twitter_site":"@creationline","twitter_misc":{"\u57f7\u7b46\u8005":"admin"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.creationline.com\/tech-blog\/12272#article","isPartOf":{"@id":"https:\/\/www.creationline.com\/tech-blog\/12272"},"author":{"name":"admin","@id":"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/7d923d1c017568a1a5e66d7bb1c8764a"},"headline":"12\/9(\u6c34) Spark Meetup December\u30a4\u30d9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8","datePublished":"2015-12-17T05:10:48+00:00","mainEntityOfPage":{"@id":"https:\/\/www.creationline.com\/tech-blog\/12272"},"wordCount":95,"image":{"@id":"https:\/\/www.creationline.com\/tech-blog\/12272#primaryimage"},"thumbnailUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/spark-logo-trademark.png","keywords":["Spark"],"articleSection":["Event","Spark"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/www.creationline.com\/tech-blog\/12272","url":"https:\/\/www.creationline.com\/tech-blog\/12272","name":"12\/9(\u6c34) Spark Meetup December\u30a4\u30d9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8 - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","isPartOf":{"@id":"https:\/\/www.creationline.com\/tech-blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.creationline.com\/tech-blog\/12272#primaryimage"},"image":{"@id":"https:\/\/www.creationline.com\/tech-blog\/12272#primaryimage"},"thumbnailUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/spark-logo-trademark.png","datePublished":"2015-12-17T05:10:48+00:00","author":{"@id":"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/7d923d1c017568a1a5e66d7bb1c8764a"},"description":"Event, Spark |\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u306e\u85e4\u7530\u3067\u3059\u300212\u67089\u65e5\u306b\u90fd\u5185\u67d0\u6240\u3067\u884c\u306a\u308f\u308c\u305fSpark Meetup December(","breadcrumb":{"@id":"https:\/\/www.creationline.com\/tech-blog\/12272#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.creationline.com\/tech-blog\/12272"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.creationline.com\/tech-blog\/12272#primaryimage","url":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/spark-logo-trademark.png","contentUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2015\/12\/spark-logo-trademark.png","width":270,"height":137},{"@type":"BreadcrumbList","@id":"https:\/\/www.creationline.com\/tech-blog\/12272#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"HOME","item":"https:\/\/www.creationline.com\/tech-blog"},{"@type":"ListItem","position":2,"name":"\u305d\u306e\u4ed6","item":"https:\/\/www.creationline.com\/tech-blog\/others"},{"@type":"ListItem","position":3,"name":"Spark","item":"https:\/\/www.creationline.com\/tech-blog\/others\/spark"},{"@type":"ListItem","position":4,"name":"12\/9(\u6c34) Spark Meetup December\u30a4\u30d9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8"}]},{"@type":"WebSite","@id":"https:\/\/www.creationline.com\/tech-blog\/#website","url":"https:\/\/www.creationline.com\/tech-blog\/","name":"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","description":"\u30a2\u30b8\u30e3\u30a4\u30eb\uff06DevOps\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u3001AI\uff06LLM\u306e\u5148\u7aef\u6280\u8853","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.creationline.com\/tech-blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/7d923d1c017568a1a5e66d7bb1c8764a","name":"admin","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2021\/12\/avatar.png","url":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2021\/12\/avatar.png","contentUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2021\/12\/avatar.png","caption":"admin"},"url":"https:\/\/www.creationline.com\/tech-blog\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts\/12272","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/comments?post=12272"}],"version-history":[{"count":5,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts\/12272\/revisions"}],"predecessor-version":[{"id":12349,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts\/12272\/revisions\/12349"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/media\/12346"}],"wp:attachment":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/media?parent=12272"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/categories?post=12272"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/tags?post=12272"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}