{"id":46743,"date":"2023-12-29T01:25:39","date_gmt":"2023-05-08T06:51:20","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46743-2\/"},"modified":"2024-05-04T15:47:56","modified_gmt":"2024-05-04T07:47:56","slug":"46743-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46743-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3002<\/p>\n<p>\u7686\u3055\u3093\u3001Apache Kafka\u306f\u4f7f\u3063\u3066\u3044\u308b\u3067\u3057\u3087\u3046\u304b\uff1f<br \/>\n\u6700\u8fd1\u306fHadoop\u3001Spark\u306e\u4ed6Storm\u3001Spark Streaming\u3001Flink\u3001Gearpump\u306e\u3088\u3046\u306b\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u7cfb\u30d7\u30ed\u30c0\u30af\u30c8\u3068\u30da\u30a2\u3067\u4f7f\u308f\u308c\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306a\u51e6\u7406\u3092\u884c\u3046\u5834\u5408\u306b\u306f\u304b\u306a\u308a\u3064\u304b\u308f\u308c\u308b\u30d7\u30ed\u30c0\u30af\u30c8\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u3067\u3059\u304c\u3001\u5b9f\u969b\u306b\u4f7f\u3063\u3066\u307f\u308b\u3068\u56f0\u308b\u3053\u3068\u3082\u3042\u308b\u308f\u3051\u3067\u3057\u3066\u30fb\u30fb\u30fb<\/p>\n<p>\u3067\u3001\u305d\u308c\u3092\u89e3\u6c7a\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308bConfulent Platform\u3068\u3044\u3046\u30d7\u30ed\u30c0\u30af\u30c8\u304c\u51fa\u3066\u3044\u307e\u3057\u305f\u3002<br \/>\n\u3067\u3059\u306e\u3067\u3001\u305d\u308c\u3092\u8ffd\u3063\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u53c2\u7167\uff1a<br \/>\nhttp:\/\/docs.confluent.io\/2.0.0\/platform.html<\/p>\n<h1>Confluent Platform\u3068\u306f\uff1f<\/h1>\n<p>Confluent Platform\u3068\u306f\u3001\u6bce\u79d2\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u5230\u9054\u3059\u308b\u4e8b\u696d\u74b0\u5883\u3092\u6574\u7406\u3057\u3001\u7ba1\u7406\u53ef\u80fd\u306a\u30b9\u30c8\u30ea\u30fc\u30e0\u30c7\u30fc\u30bf\u57fa\u76e4\u3002<br \/>\nConfluent Platform\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u5e38\u306b\u6210\u9577\u3057\u7d9a\u3051\u308b\u69cb\u9020\u5316\u3055\u308c\u3066\u3044\u306a\u3044\u3001\u3060\u304c\u4fa1\u5024\u3042\u308b\u30c7\u30fc\u30bf\u7fa4\u3092\u7d44\u7e54\u5185\u3067\u7d71\u4e00\u7684\u306b\u3001\u5bb9\u6613\u306b\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u306a\u30b9\u30c8\u30ea\u30fc\u30e0\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308b\u3002<br \/>\nConfluent Platform\u306b\u3088\u3063\u3066Hadoop\u3092\u7528\u3044\u305f\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u3088\u308b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u89e3\u6790\u304b\u3089\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3001\u52a0\u3048\u3066\u4ed6\u306e\u53e4\u304f\u304b\u3089\u5b58\u5728\u3059\u308b\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u3064\u3044\u3066\u3082\u7d71\u5408\u3057\u3001\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u306aETL\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308b\u3002<\/p>\n<h2>Confluent Platform\u306f\u4f55\u3092\u542b\u3093\u3067\u3044\u308b\u304b\uff1f<\/h2>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d667d37434c4406d0a69d\/8-0.png\" alt=\"confluent-platform.png\" \/><\/div>\n<p>Confluent Platform\u306f\u30b3\u30a2\u3068\u3057\u3066\u3001Apache Kafka\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3002Kafka\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8010\u969c\u5bb3\u6027\u3092\u6301\u3061\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3002<br \/>\n\u30ad\u30fc\u3068\u306a\u308b\u7279\u9577\u3068\u3057\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3044\u3066\u69d8\u3005\u306a\u8981\u6c42\u306b\u5bfe\u3057\u3066\u5fdc\u3048\u5f97\u308b\u5927\u5bb9\u91cf\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u3092\u53ef\u80fd\u3068\u3059\u308b\u3053\u3068\u304c\u3042\u308b\u3002Hadoop\u306e\u3088\u3046\u306a\u30d0\u30c3\u30c1\u30b7\u30b9\u30c6\u30e0\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u308b\u3057\u3001\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u3092\u8981\u6c42\u3059\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b7\u30b9\u30c6\u30e0\u306b\u3082\u5bfe\u5fdc\u53ef\u80fd\u3067\u3001\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u30a8\u30f3\u30b8\u30f3\u306f\u30c7\u30fc\u30bf\u304c\u5230\u7740\u3057\u6b21\u7b2c\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308b\u3002<\/p>\n<p>\u52a0\u3048\u3066\u3001Confluent Platform\u306fSchema Registry\u3001Rest Proxy\u3001Camus\u3068\u3044\u3046Hadoop Cluster\u306bKafka\u306e\u30c7\u30fc\u30bf\u3092\u5bb9\u6613\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u53ef\u80fd\u306aMapReduce\u5b9f\u88c5\u3092\u6709\u3057\u3066\u3044\u308b\u3002<br \/>\n\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u4ee5\u5f8c\u306e\u7ae0\u3067\u8a18\u8ff0\u3059\u308b\u3002Confluent Platform\u306f\u3053\u308c\u3089\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u7d71\u5408\u3057\u3001\u4e00\u8cab\u6027\u3092\u6301\u3061\u306a\u304c\u3089\u3082\u67d4\u8edf\u3067\u3001\u69d8\u3005\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5bfe\u5fdc\u53ef\u80fd\u306a\u30b9\u30c8\u30ea\u30fc\u30e0\u30c7\u30fc\u30bf\u51e6\u7406\u57fa\u76e4\u3092\u5bb9\u6613\u306b\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u3059\u308b\u3002<\/p>\n<h3>Apache Kafka<\/h3>\n<p>\u203bKafka\u306b\u3064\u3044\u3066\u306f\u5f53\u7136\u3059\u304e\u308b\u5185\u5bb9\u3067\u3059\u306e\u3067\u7701\u7565\u3057\u307e\u3059\u3002<\/p>\n<h3>Kafka Connect<\/h3>\n<p>Kafka Connect\u306fKafka\u3068\u4ed6\u30b7\u30b9\u30c6\u30e0\u306e\u9593\u3067\u30b9\u30b1\u30fc\u30eb\u3057\u3001\u304b\u3064\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u78ba\u7acb\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3002Kafka Connect\u306b\u3088\u3063\u3066\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u4ed6\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9593\u3067\u51fa\u3057\u5165\u308c\u3059\u308b\u3053\u3068\u304c\u30b7\u30f3\u30d7\u30eb\u306b\u5b9a\u7fa9\u53ef\u80fd\u306b\u306a\u308b\u3002Kafka Connect\u306f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u4e38\u3054\u3068\u3084\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d0\u304b\u3089\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u53d6\u5f97\u3057\u3066Kafka Topic\u306b\u6295\u5165\u3057\u3001\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u306e\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002Export Connect\u3092\u7528\u3044\u308b\u3053\u3068\u3067Kafka Topic\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092Elasticsearch\u3067\u306e\u691c\u7d22\u7528\u306b\u6295\u5165\u3057\u305f\u308a\u3001Hadoop\u306e\u3088\u3046\u306a\u30aa\u30d5\u30e9\u30a4\u30f3\u30d0\u30c3\u30c1\u89e3\u6790\u306b\u7528\u3044\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3002<\/p>\n<p>Kafka Connect\u306f\u30c6\u30b9\u30c8\u7528\u306b1\u30d7\u30ed\u30bb\u30b9\u3067\u8d70\u3089\u305b\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3057\u3001\u5206\u6563\u3057\u3066\u5b9f\u884c\u3055\u305b\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u8010\u969c\u5bb3\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3002\u958b\u767a\uff0f\u30c6\u30b9\u30c8\u7528\u3084\u5c0f\u898f\u6a21\u306a\u30c7\u30d7\u30ed\u30a4\u306b\u5bfe\u3057\u3066\u306f\u7c21\u6613\u306b\u30c7\u30d7\u30ed\u30a4\u304c\u53ef\u80fd\u306a\u3046\u3048\u3001\u6700\u7d42\u7684\u306b\u306f\u7d44\u7e54\u5168\u4f53\u306e\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u5316\u307e\u3067\u62e1\u5927\u3055\u305b\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3002<\/p>\n<h4>Kafka Connect HDFS Connector<\/h4>\n<p>JDBC connector\u306fRDB\u304b\u3089JDBC Driver\u3092\u7528\u3044\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3001Kafka Topic\u306b\u6295\u5165\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<h4>Kafka Connect HDFS Connector<\/h4>\n<p>HDFS connector\u306fKafka Topic\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092HDFS\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u3001\u305d\u306e\u969b\u306b\u591a\u69d8\u306a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3084\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u3092Hive QL\u3092\u7528\u3044\u3066\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<h4>C\/C++ library: librdkafka<\/h4>\n<p>librdkafka\u306fKafka\u30d7\u30ed\u30c8\u30b3\u30eb\u306b\u5bfe\u5fdc\u3057\u305fC\/C++\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3001Producer\u3001Consumer\u4e21\u65b9\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3002<br \/>\nlibrdkafka\u306f\u30b9\u30b1\u30fc\u30eb\u3057\u3001\u304b\u3064\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30e1\u30c3\u30bb\u30fc\u30b8\u914d\u4fe1\u3092\u884c\u3046\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001Producer\u3068\u3057\u3066\u306f80\u4e07\u30e1\u30c3\u30bb\u30fc\u30b8\uff0f\u79d2\u4ee5\u4e0a\u3001Consumer\u3068\u3057\u3066\u306f300\u4e07\u30e1\u30c3\u30bb\u30fc\u30b8\uff0f\u79d2\u4ee5\u4e0a\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u9054\u6210\u3067\u304d\u308b\u3002<\/p>\n<h3>Proactive Support<\/h3>\n<p>Proactive Support\u306fConfluent Platform\u306b\u304a\u3044\u3066\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u53ce\u96c6\u3001\u30ec\u30dd\u30fc\u30c8\u3092\u884c\u3046\u305f\u3081\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3002 Proactive Support\u306fConfluent Platform\u3067\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u6709\u52b9\u5316\u3055\u308c\u3066\u3044\u308b\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u30e1\u30c8\u30ea\u30af\u30b9\u60c5\u5831\u304cKafka\u306b\u4fdd\u5b58\u3055\u308c\u308b\u3002\u6211\u3005\u306e\u9867\u5ba2\u306b\u5bfe\u3057\u3066ID\u3068\u5171\u306b\u6709\u52b9\u5316\u3059\u308b\u3053\u3068\u3067\u6211\u3005\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u30b5\u30fc\u30d0\u306b\u3082\u30c7\u30fc\u30bf\u3092\u8ee2\u9001\u3057\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u57fa\u306b\u6df1\u3044\u89e3\u6790\u3068\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3002<br \/>\n\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3059\u3068\u30e1\u30c8\u30ea\u30af\u30b9\u3092Kafka\u306b\u305f\u3081\u8fbc\u3080\u3060\u3051\u3067\u3059\u304c\u3001\u8a2d\u5b9a\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3055\u305b\u308b\u30bf\u30a4\u30d7\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u3088\u3046\u3067\u3059\u3002<\/p>\n<h3>Schema Registry<\/h3>\n<p>\u758e\u7d50\u5408\u306a\u30b7\u30b9\u30c6\u30e0\u9593\u3092\u63a5\u7d9a\u3059\u308b\u4e0a\u3067\u8ab2\u984c\u3068\u306a\u3063\u3066\u304f\u308b\u306e\u304c\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u62e1\u5927\u3084\u9032\u5316\u306b\u5408\u308f\u305b\u3066\u4e92\u63db\u6027\u3092\u62c5\u4fdd\u3059\u308b\u3053\u3068\u3002<br \/>\nKafka\u306e\u3088\u3046\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u3001\u4e92\u3044\u306b\u5171\u901a\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u6307\u5b9a\u3057\u3066\u304a\u304d\u3001\u305d\u308c\u306b\u5f93\u3063\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u306a\u308b\u3002<br \/>\n\u3060\u304c\u3001\u591a\u304f\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3044\u3066\u305d\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306f\u30a2\u30c9\u30db\u30c3\u30af\u306b\u5909\u308f\u308a\u3001\u30b3\u30fc\u30c9\u4e0a\u306b\u6697\u9ed9\u7684\u306b\u5b9a\u7fa9\u3055\u308c\u3001\u5404\u30b7\u30b9\u30c6\u30e0\u3067\u500b\u3005\u306b\u91cd\u8907\u3057\u3066\u5b9a\u7fa9\u304c\u5fc5\u8981\u3068\u306a\u3063\u3066\u304f\u308b\u3002<br \/>\n\u3057\u304b\u3057\u3001\u8981\u6c42\u306e\u5909\u5316\u306b\u5fdc\u3058\u3066\u3053\u308c\u3089\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u5b9a\u7fa9\u306b\u3082\u9032\u5316\u304c\u5fc5\u8981\u3068\u306a\u308b\u3002<br \/>\n\u5358\u306b\u30a2\u30c9\u30db\u30c3\u30af\u306b\u5b9a\u7fa9\u53ef\u80fd\u3068\u3059\u308b\u3060\u3051\u3067\u306f\u3001\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u305d\u306e\u4fee\u6b63\u304c\u3069\u308c\u3060\u3051\u306e\u5f71\u97ff\u3092\u751f\u3080\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u306f\u975e\u5e38\u306b\u96e3\u3057\u3044\u3002<\/p>\n<p>Schema Registry\u306f\u3001\u3053\u308c\u3089\u306e\u30b9\u30ad\u30fc\u30de\u7ba1\u7406\u306b\u5bfe\u3057\u3066Avro\u306b\u3088\u3063\u3066\u4e00\u5143\u7ba1\u7406\uff0f\u5b9a\u7fa9\u3055\u308c\u305f\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u6a5f\u69cb\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u5b89\u5168\u30010\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u306a\u5909\u9769\u3092\u3082\u305f\u3089\u3059\u3002<br \/>\nSchema Registry\u306fKafka\u306e\u5404Topic\u306b\u5bfe\u3057\u3066\u4f7f\u7528\u3055\u308c\u305f\u5168\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30b9\u30ad\u30fc\u30de\u3092\u7ba1\u7406\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u306e\u5b9a\u7fa9\u3057\u305f\u4e92\u63db\u6027\u8a2d\u5b9a\u306b\u5fdc\u3058\u305f\u5909\u66f4\u306e\u307f\u3092\u53ef\u80fd\u3068\u3057\u3066\u3044\u308b\u3002<br \/>\nSchema Registry\u306f\u958b\u767a\u8005\u306b\u5bfe\u3057\u3066\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5b89\u5168\u306b\u30b9\u30ad\u30fc\u30de\u3092\u5909\u66f4\u53ef\u80fd\u306a\u74b0\u5883\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u69d8\u3005\u306a\u30b7\u30b9\u30c6\u30e0\u306b\u5bfe\u3057\u3066\u4e88\u671f\u3057\u306a\u3044\u554f\u984c\u3092\u6ce2\u53ca\u3055\u305b\u3066\u3057\u307e\u3046\u554f\u984c\u3082\u9632\u6b62\u3057\u3066\u3044\u308b\u3002<\/p>\n<p>Schema Registry\u306fKafka Client\u306b\u5bfe\u3057\u3066\u30b9\u30ad\u30fc\u30de\u5b9a\u7fa9\u3092\u6271\u3063\u305f\u308a\u3001\u691c\u7d22\u3057\u305f\u308a\u3001Kafka\u306b\u5bfe\u3057\u3066AvroFormat\u3067\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u4fe1\u3059\u308b\u305f\u3081\u306e\u305f\u3081\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u3082\u6709\u3057\u3066\u3044\u308b\u3002<br \/>\n\u7d71\u5408\u304c\u30b7\u30fc\u30e0\u30ec\u30b9\u304b\uff1f \u65e2\u306b\u3042\u306a\u305f\u304cKafka\u3092Avro\u30b9\u30ad\u30fc\u30de\u306e\u5143\u306b\u4f7f\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u3001Schema Registry\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306b\u306a\u308b\u306e\u306f\u30b7\u30ea\u30a2\u30e9\u30a4\u30b6\u306e\u633f\u5165\u3068\u8a2d\u5b9a\u3092\u5909\u3048\u308b\u306e\u307f\u3068\u306a\u308b\u3002<\/p>\n<h3>REST Proxy<\/h3>\n<p>\u69d8\u3005\u306a\u7d44\u7e54\u306f\u5404\u3005\u56fa\u6709\u306e\u30c4\u30fc\u30eb\u3092\u6301\u3063\u3066\u304a\u308a\u3001\u69d8\u3005\u306a\u5b9f\u88c5\u8a00\u8a9e\u3067\u4f5c\u6210\u3055\u308c\u3066\u3044\u308b\u304c\u3001\u5168\u8a00\u8a9e\u306b\u5bfe\u3057\u3066\u512a\u308c\u305fKafka Client\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u72b6\u6cc1\u3067\u306f\u306a\u3044\u3002<br \/>\n\u73fe\u72b6\u30012\u8a00\u8a9e\u3057\u304b\u6211\u3005\u304c\u512a\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u30ec\u30d9\u30eb\u307e\u3067\u81f3\u3063\u305f\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u306f\u51fa\u6765\u3066\u3044\u306a\u3044\u3002<br \/>\n\u9ad8\u6027\u80fd\u306aKafka Client\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u81ea\u4f53\u304c\u3082\u3068\u3082\u3068\u9ad8\u6c4e\u7528\u6027\u3001\u67d4\u8edf\u306aPubSub\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u3057\u3066\u3044\u308b\u95a2\u4fc2\u4e0a\u3001\u4ed6\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3088\u308a\u56f0\u96e3\u306a\u3082\u306e\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n<p>REST Proxy\u3067Kafka Cluster\u3068\u9023\u643a\u53ef\u80fd\u306aRESTful HTTP service\u3092\u63d0\u4f9b\u3057\u3001\u69d8\u3005\u306a\u8a00\u8a9e\u304b\u3089\u5bb9\u6613\u306b\u30a2\u30af\u30bb\u30b9\u304c\u53ef\u80fd\u3068\u306a\u308b\u3002<br \/>\nREST Proxy\u306fKafka\u3078\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u9001\u4fe1\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u53d6\u5f97\u3001\u72ec\u81ea\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30b0\u30eb\u30fc\u30d7\uff0f\u7279\u5b9a\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30b0\u30eb\u30fc\u30d7\u6240\u5c5e\u3001\u30af\u30e9\u30b9\u30bf\u30e1\u30bf\u30c7\u30fc\u30bf\u53d6\u5f97\u3001Topic\u4e00\u89a7\u3084\u8a2d\u5b9a\u53d6\u5f97\u3068\u3044\u3063\u305fKafka\u306e\u30b3\u30a2\u6a5f\u80fd\u3092\u4e00\u901a\u308a\u63d0\u4f9b\u3059\u308b\u3002<br \/>\nREST Proxy\u306b\u3088\u3063\u3066\u9ad8\u6027\u80fd\u3067\u5e38\u306b\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3055\u308c\u305fJava Client\u3092\u4ed6\u306e\u8a00\u8a9e\u304b\u3089\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308b\u3002<br \/>\nREST Proxy\u306fSchema Registry\u3068\u3082\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u3002Kafka\u306b\u5bfe\u3059\u308bAvro\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u66f8\u304d\u3001Schema Registry\u304b\u3089\u306e\u30b9\u30ad\u30fc\u30de\u53d6\u5f97\uff0f\u767b\u9332\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002<br \/>\nJSON\u3092\u767b\u9332\u3059\u308b\u3053\u3068\u3067Avro\u30c7\u30fc\u30bf\u306b\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3057\u3001\u53d6\u5f97\u6642\u306bAvro\u30c7\u30fc\u30bf\u304b\u3089\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3055\u308c\u308b\u305f\u3081\u3001\u4e00\u62ec\u3057\u305f\u30b9\u30ad\u30fc\u30de\u7ba1\u7406\u306e\u6069\u6075\u3092HTTP\u3068JSON\u306e\u307f\u3067\u53d7\u3051\u308b\u3053\u3068\u304c\u53ef\u80fd\u3002<\/p>\n<h3>Camus<\/h3>\n<p>Camus\u306f\u81ea\u52d5\u7684\u306b\u304b\u3064\u30c7\u30fc\u30bf\u6b20\u640d\u306a\u304fKafka\u304b\u3089\u30c7\u30fc\u30bf\u3092HDFS\u306b\u6295\u5165\u3059\u308bETL\u3092\u63d0\u4f9b\u3059\u308bMapReduce\u30b8\u30e7\u30d6\u3002Camus\u3092\u5b9a\u671f\u7684\u306b\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001Kafka\u306b\u6295\u5165\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092DWH\u306b\u4f7f\u3044\u3084\u3059\u3044\u6642\u9593\u5206\u5272\u3055\u308c\u305f\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u6295\u5165\u3057\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u30d0\u30c3\u30c1\u51e6\u7406\u5b9f\u884c\u6e96\u5099\u304c\u3067\u304d\u305f\u72b6\u614b\u306b\u6301\u3063\u3066\u3044\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p>Camus\u3082Schema Registry\u3068\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u3002\u7d71\u5408\u3055\u308c\u305f\u6a5f\u80fd\u306b\u3088\u3063\u3066\u3001Camus\u306fHDFS\u306b\u30c7\u30fc\u30bf\u683c\u7d0d\u524d\u306b\u30c7\u30fc\u30bf\u3092\u30c7\u30b3\u30fc\u30c9\u3057\u3001\u7570\u306a\u308b\u30b9\u30ad\u30fc\u30de\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u304c\u6df7\u3058\u3063\u3066\u3044\u305f\u5834\u5408\u3067\u3082\u3001\u5404\u6642\u9593\u5206\u5272\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u9593\u3067\u4e00\u8cab\u6027\u306e\u3042\u308b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u7d71\u4e00\u3057\u3066\u51fa\u529b\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002\u30c7\u30fc\u30bf\u751f\u6210\u304b\u3089DWH\u3078\u306e\u30c7\u30fc\u30bf\u6295\u5165\u307e\u3067\u306e\u5404\u30b9\u30c6\u30c3\u30d7\u306eSchema Registry\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u306b\u3088\u308a\u3001\u9ad8\u4fa1\u3067\u52b4\u50cd\u96c6\u7d04\u7684\u306a\u524d\u51e6\u7406\u304b\u3089\u89e3\u653e\u3055\u308c\u3001\u6709\u7528\u306a\u72b6\u614b\u306b\u30c7\u30fc\u30bf\u3092\u4fdd\u3064\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<h3>\u65e2\u5b58\u306eKafka\u30af\u30e9\u30b9\u30bf\u304b\u3089\u306e\u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3<\/h3>\n<p>Confluent\u306fOSS\u306eApache Kafka\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u30b3\u30df\u30c3\u30c8\u3057\u3066\u3044\u308b\u3002<br \/>\nConfluent Platform\u306e\u3042\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u304a\u3051\u308bKafka\u306fOSS\u30d0\u30fc\u30b8\u30e7\u30f3\u306eKafka\u306b\u5e38\u6642\u4e92\u63db\u6027\u3092\u4fdd\u3063\u3066\u304a\u308a\u3001\u30ea\u30ea\u30fc\u30b9\u6642\u671f\u304c\u660e\u78ba\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u306a\u30d0\u30b0\u306b\u5bfe\u3059\u308b\u30d1\u30c3\u30c1\u306e\u307f\u3092\u9069\u7528\u3057\u305f\u72b6\u614b\u306b\u306a\u3063\u3066\u3044\u308b\u3002<br \/>\n\u305d\u306e\u305f\u3081\u3001\u65e2\u306b\u5b58\u5728\u3057\u3066\u3044\u308b\u30af\u30e9\u30b9\u30bf\u306fKafka Broker\u306e\u30ed\u30fc\u30ea\u30f3\u30b0\u30ea\u30b9\u30bf\u30fc\u30c8\u306b\u3088\u308a\u5bb9\u6613\u306bConfluent Platform\u30d0\u30fc\u30b8\u30e7\u30f3\u5316\u304c\u53ef\u80fd\u3002<\/p>\n<p>\u6b8b\u308a\u306eConfluent Platform\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f\u30a4\u30f3\u30af\u30ea\u30e1\u30f3\u30bf\u30eb\u306b\u8ffd\u52a0\u53ef\u80fd\u3002Schema Registry\u306e\u8ffd\u52a0\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306eAvro\u30b7\u30ea\u30a2\u30e9\u30a4\u30b6\u306e\u8ffd\u52a0\u304b\u3089\u59cb\u307e\u308a\u3001\u6b21\u306bKafka\uff0fAvro\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u4f7f\u3048\u306a\u3044\u30b1\u30fc\u30b9\u3067\u3082\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u3068\u3059\u308bREST Proxy\u3001\u6700\u5f8c\u306bComus\u30b8\u30e7\u30d6\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067Kafka\u306e\u30c7\u30fc\u30bf\u3092\u5e38\u6642HDFS\u306b\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308b\u3002<\/p>\n<h1>\u307e\u3068\u3081<\/h1>\n<p>Kafka\u3092\u3042\u308b\u7d44\u7e54\u306e\u4e2d\u3067\u5171\u901a\u306eETL\u57fa\u76e4\u3068\u3057\u3066\u4f7f\u3046\u969b\u306b\u8db3\u308a\u306a\u3044\u3068\u611f\u3058\u3089\u308c\u308b\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u9806\u6b21\u88dc\u3063\u305f\u3088\u3046\u306a\u69cb\u6210\u306b\u898b\u3048\u307e\u3059\u3002<br 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