{"id":46778,"date":"2023-07-15T10:52:49","date_gmt":"2022-12-24T16:38:56","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46778-2\/"},"modified":"2024-04-30T13:40:27","modified_gmt":"2024-04-30T05:40:27","slug":"46778-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46778-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u306f\u3058\u3081\u306b<\/h1>\n<p>VoltDB\u306e\u6a5f\u80fd\u306b\u306fkafka\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\/\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u4ee5\u4e0b\u306e\u6a5f\u80fd\u304c\u3042\u308b\u306e\u3067\u8a66\u3057\u3066\u307f\u307e\u3059\u3002<br \/>\n\u4ee5\u4e0b\u3001\u30a4\u30f3\u30dd\u30fc\u30c8\u30fb\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306e\u7c21\u5358\u306a\u6a5f\u80fd\u8aac\u660e\u3067\u3059\u3002<\/p>\n<p>\u30fb\u30a4\u30f3\u30dd\u30fc\u30c8<br \/>\nkafka\u306e\u4efb\u610f\u306eTopic\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u914d\u4fe1\u3055\u308c\u308b\u3068\u3001VoltDB\u306e\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u3092\u547c\u3073\u51fa\u3057\u3001\u4efb\u610f\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u633f\u5165\u30fb\u66f4\u65b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30e1\u30c3\u30bb\u30fc\u30b8\u3068\u30c6\u30fc\u30d6\u30eb\u306f1\u5bfe1\u3060\u3051\u3067\u306f\u306a\u304f\u30011\u3064\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u30922\u3064\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u5206\u5272\u3057\u3066\u683c\u7d0d\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<br \/>\n\u30a4\u30f3\u30dd\u30fc\u30c8\u306f\u3001\u30d5\u30a1\u30a4\u30eb\u3001HTTP\u3001Hadoop\uff08WebHDFS\uff09\u3001JDBC\u3001Kafka\u3001RabbitMQ\u3001ElasticSearch\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002<br \/>\n\u30fb\u30a8\u30af\u30b9\u30dd\u30fc\u30c8<br \/>\nVoltDB\u4e0a\u306e\u30b9\u30c8\u30ea\u30fc\u30e0\uff08\u4eee\u60f3\u306e\u30c6\u30fc\u30d6\u30eb\u306e\u3088\u3046\u306a\u3082\u306e\uff09\u306b\u30ec\u30b3\u30fc\u30c9\u3092\u633f\u5165\u3059\u308b\u3068\u3001kafka\u306e\u4efb\u610f\u306eTopic\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u914d\u4fe1\u3057\u307e\u3059\u3002<br \/>\n\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306f\u3001Kafka\u3001Kinesis\u3001CSV\/TSV\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/p>\n<p>VoltDB\u304b\u3089kafka\u3078\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u3066\u3001kafka streams\u3067\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u3057\u3066VoltDB\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u305f\u3089\u697d\u3057\u305d\u3046\uff01\uff08\u3084\u3089\u306a\u3044\u3051\u3069\u3002\u3044\u3084\u3001\u305d\u306e\u3046\u3061\u3084\u308b\u304b\u3082\u30fb\u30fb\u30fb\uff09<br \/>\nVoltDB\u304c\u8d85\u9ad8\u901f\u306a\u306e\u3067\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u3068\u76f8\u6027\u304c\u826f\u3055\u305d\u3046\u3067\u3059\u3002<br \/>\n\u30a4\u30f3\u30dd\u30fc\u30c8\u306b\u3064\u3044\u3066\u306f\u3001kafka connect\u306eVoltDB\u7528connector\u3067\u3082\u540c\u69d8\u306e\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n<h1>\u4eca\u56de\u4f7f\u7528\u3057\u305f\u74b0\u5883<\/h1>\n<p>\u30fbCentOS 7<br \/>\n\u30fbVoltDB 8.2<br \/>\n\u30fbkafka 2.0.0<\/p>\n<h1>\u30a4\u30f3\u30dd\u30fc\u30c8\u3092\u8a66\u3057\u3066\u307f\u308b<\/h1>\n<h2>\u4e8b\u524d\u6e96\u5099\uff08VoltDB\u3078\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\uff09<\/h2>\n<p>VoltDB\u306b\u5bfe\u3057\u3066\u3001\u4e8b\u524d\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u7528\u306eTEST_DATA\u30c6\u30fc\u30d6\u30eb\u3092\u4ee5\u4e0b\u306eDDL\u3067\u4f5c\u6210\u3002<br \/>\n\u307e\u305f\u3001TEST_DATA\u30c6\u30fc\u30d6\u30eb\u3078\u30a4\u30f3\u30b5\u30fc\u30c8\u3059\u308b\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3InsertData\u3092\u4f5c\u6210\u3057VoltDB\u3078\u30ed\u30fc\u30c9\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">CREATE<\/span> <span class=\"k\">TABLE<\/span> <span class=\"n\">TEST_DATA<\/span> <span class=\"p\">(<\/span>\r\n   <span class=\"n\">NAME<\/span> <span class=\"nb\">varchar<\/span><span class=\"p\">(<\/span><span class=\"mi\">50<\/span><span class=\"p\">)<\/span> <span class=\"k\">NOT<\/span> <span class=\"k\">NULL<\/span><span class=\"p\">,<\/span>\r\n   <span class=\"k\">DATA<\/span> <span class=\"nb\">smallint<\/span><span class=\"p\">,<\/span>\r\n   <span class=\"k\">UNIQUE<\/span> <span class=\"p\">(<\/span><span class=\"n\">NAME<\/span><span class=\"p\">),<\/span>\r\n   <span class=\"k\">PRIMARY<\/span> <span class=\"k\">KEY<\/span> <span class=\"p\">(<\/span><span class=\"n\">NAME<\/span><span class=\"p\">)<\/span>\r\n<span class=\"p\">);<\/span>\r\n<span class=\"n\">PARTITION<\/span> <span class=\"k\">TABLE<\/span> <span class=\"n\">TEST_DATA<\/span> <span class=\"k\">ON<\/span> <span class=\"k\">COLUMN<\/span> <span class=\"n\">NAME<\/span><span class=\"p\">;<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"kn\">package<\/span> <span class=\"nn\">test<\/span><span class=\"o\">;<\/span>\r\n\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">org.voltdb.SQLStmt<\/span><span class=\"o\">;<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">org.voltdb.VoltProcedure<\/span><span class=\"o\">;<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">org.voltdb.VoltTable<\/span><span class=\"o\">;<\/span>\r\n\r\n<span class=\"kd\">public<\/span> <span class=\"kd\">class<\/span> <span class=\"nc\">InsertData<\/span> <span class=\"kd\">extends<\/span> <span class=\"nc\">VoltProcedure<\/span> <span class=\"o\">{<\/span>\r\n\r\n    <span class=\"kd\">public<\/span> <span class=\"kd\">final<\/span> <span class=\"nc\">SQLStmt<\/span> <span class=\"n\">insertData<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">SQLStmt<\/span><span class=\"o\">(<\/span><span class=\"s\">\"insert into test_data values(?, ?)\"<\/span><span class=\"o\">);<\/span>\r\n\r\n    <span class=\"kd\">public<\/span> <span class=\"nc\">VoltTable<\/span><span class=\"o\">[]<\/span> <span class=\"nf\">run<\/span><span class=\"o\">(<\/span><span class=\"nc\">String<\/span> <span class=\"n\">name<\/span><span class=\"o\">,<\/span> <span class=\"kt\">int<\/span> <span class=\"n\">data<\/span><span class=\"o\">)<\/span> <span class=\"o\">{<\/span>\r\n\r\n        <span class=\"n\">voltQueueSQL<\/span><span class=\"o\">(<\/span><span class=\"n\">insertData<\/span><span class=\"o\">,<\/span> <span class=\"n\">name<\/span><span class=\"o\">,<\/span> <span class=\"n\">data<\/span><span class=\"o\">);<\/span>\r\n        <span class=\"nc\">VoltTable<\/span><span class=\"o\">[]<\/span> <span class=\"n\">results<\/span> <span class=\"o\">=<\/span> <span class=\"n\">voltExecuteSQL<\/span><span class=\"o\">();<\/span>\r\n\r\n        <span class=\"k\">return<\/span> <span class=\"n\">results<\/span><span class=\"o\">;<\/span>\r\n    <span class=\"o\">}<\/span>\r\n<span class=\"o\">}<\/span>\r\n<\/code><\/pre>\n<h2>VoltDB\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u8a2d\u5b9a\u3092\u8ffd\u52a0<\/h2>\n<p>VoltDB\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\uff08deployment.xml\uff09\u306b\u306f\u4ee5\u4e0b\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\u7528\u306e\u8a2d\u5b9a\u3092\u8ffd\u8a18\u3057\u307e\u3059\u3002<\/p>\n<p>\u300ctype=&#8221;kafka&#8221;\u300d\u3067kafka\u304b\u3089\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u3088\u3046\u306b\u6307\u5b9a\u3002<br \/>\nbrokers\u306f192.168.10.121:9092\u3001\u30a4\u30f3\u30dd\u30fc\u30c8\u7528\u306eTopic\u540d\u306f&#8221;TEST_DATA&#8221;\u3001<br \/>\nprocedure\u306f\u30a4\u30f3\u30dd\u30fc\u30c8\u6642\u306b\u4f7f\u7528\u3059\u308bVoltDB\u306e\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u3092\u6307\u5b9a\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nt\">&lt;import&gt;<\/span>\r\n  <span class=\"nt\">&lt;configuration<\/span> <span class=\"na\">type=<\/span><span class=\"s\">\"kafka\"<\/span> <span class=\"na\">format=<\/span><span class=\"s\">\"csv\"<\/span> <span class=\"na\">enabled=<\/span><span class=\"s\">\"true\"<\/span><span class=\"nt\">&gt;<\/span>\r\n    <span class=\"nt\">&lt;property<\/span> <span class=\"na\">name=<\/span><span class=\"s\">\"brokers\"<\/span><span class=\"nt\">&gt;<\/span>192.168.10.121:9092<span class=\"nt\">&lt;\/property&gt;<\/span>\r\n    <span class=\"nt\">&lt;property<\/span> <span class=\"na\">name=<\/span><span class=\"s\">\"topics\"<\/span><span class=\"nt\">&gt;<\/span>TEST_DATA<span class=\"nt\">&lt;\/property&gt;<\/span>\r\n    <span class=\"nt\">&lt;property<\/span> <span class=\"na\">name=<\/span><span class=\"s\">\"procedure\"<\/span><span class=\"nt\">&gt;<\/span>InsertData<span class=\"nt\">&lt;\/property&gt;<\/span>\r\n  <span class=\"nt\">&lt;\/configuration&gt;<\/span>\r\n<span class=\"nt\">&lt;\/import&gt;<\/span>\r\n<\/code><\/pre>\n<p>Kafka\u30a4\u30f3\u30dd\u30fc\u30bf\u306f\u3001\u6307\u5b9a\u3055\u308c\u305fKafka\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u306b\u63a5\u7d9a\u3057\u30011\u3064\u4ee5\u4e0a\u306eKafka\u30c8\u30d4\u30c3\u30af\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3001\u305d\u306e\u30ec\u30b3\u30fc\u30c9\u3092VoltDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u66f8\u304d\u8fbc\u307f\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u306f\u6307\u5b9a\u3055\u308c\u305f\u5f62\u5f0f\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u30ab\u30f3\u30de\u533a\u5207\u308a\u5024\uff08CSV\uff09\uff09\u306b\u5f93\u3063\u3066\u30c7\u30b3\u30fc\u30c9\u3055\u308c\u3001\u6307\u5b9a\u3055\u308c\u305f\u30b9\u30c8\u30a2\u30c9\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u3092\u4f7f\u7528\u3057\u3066VoltDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u633f\u5165\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2>kafka\u306eTopic\u3092\u4f5c\u6210<\/h2>\n<p>VoltDB\u3078\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308bTopic\u3092kafka\u306b\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>bin\/kafka-topics.sh --create --zookeeper localhost:2181 --replication-factor 3 --partitions 2 --topic TEST_DATA\r\n# bin\/kafka-console-producer.sh --broker-list 192.168.10.121:9092 --topic TEST_DATA\r\n<\/code><\/pre>\n<h2>Topic\u3078\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u914d\u4fe1<\/h2>\n<p>\u5148\u307b\u3069\u4f5c\u6210\u3057\u305f&#8221;TEST_DATA&#8221;\u306e\u30c8\u30d4\u30c3\u30af\u3078\u5bfe\u3057\u3066\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u914d\u4fe1\u3057\u307e\u3059\u3002<br \/>\n\u4ee5\u4e0b\u3067\u306f\u300ctest01,100\u300d\u306eCSV\u30c7\u30fc\u30bf\u3092\u914d\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code># bin\/kafka-console-producer.sh --broker-list 192.168.10.121:9092 --topic TEST_DATA\r\n&gt;test01,100\r\n<\/code><\/pre>\n<h2>VoltDB\u3078\u30a4\u30f3\u30dd\u30fc\u30c8\u3055\u308c\u305f\u3053\u3068\u3092\u78ba\u8a8d<\/h2>\n<p>\u5b9f\u884c\u524d\u306f0\u30ec\u30b3\u30fc\u30c9\u3067\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d669737434c4406d0aa98\/24-0.png\" alt=\"image.png\" \/><\/div>\n<p>kafka\u3078\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u914d\u4fe1\u3059\u308b\u3068\u3001TEST_DATA\u30c6\u30fc\u30d6\u30eb\u306e\u30ec\u30b3\u30fc\u30c9\u6570\uff08Row Count\uff09\u304c1\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d669737434c4406d0aa98\/26-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u300cselect * from test_data\u300d\u306eSQL\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001kafka\u306b\u9001\u4fe1\u3057\u305f\u30c7\u30fc\u30bf\u304c\u5165\u3063\u3066\u3044\u308b\uff01\uff01\uff01\uff01<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d669737434c4406d0aa98\/28-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u3061\u306a\u307f\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u6a5f\u80fd\u3092\u5229\u7528\u3059\u308b\u3068\u3001Importer\u3068\u3044\u3046\u30bf\u30d6\u304c\u8ffd\u52a0\u3055\u308c\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u91cf\u306a\u3069\u306e\u30b0\u30e9\u30d5\u304c\u8868\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d669737434c4406d0aa98\/30-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u4ee5\u4e0b\u306e3\u3064\u306e\u30b0\u30e9\u30d5\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30fbOutstanding Transaction(Transactions)<br \/>\n\u30fbSuccess Rate(Transactions\/s)<br \/>\n\u30fbFailure Rate(Transactions\/s)<\/p>\n<p>\u306a\u3093\u3068\u3001\u3053\u3053\u307e\u3067\u3067\u8a2d\u5b9a\u4ee5\u5916\u306fInsert\u306e\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u3057\u304b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<h1>\u30a8\u30af\u30b9\u30dd\u30fc\u30c8<\/h1>\n<p>VoltDB\u304b\u3089\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306f\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u306b\u57fa\u3065\u304d\u3001VoltDB\u306e\u8d77\u52d5\u6642\u306b\u81ea\u52d5\u3067\u958b\u59cb\u3055\u308c\u307e\u3059\u3002<br \/>\n\u307e\u305f\u3001\u300cvoltadmin update\u300d\u30b3\u30de\u30f3\u30c9\u3067\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u66f4\u65b0\u3059\u308b\u3053\u3068\u3067\u3001\u8d77\u52d5\u4e2d\u306eVoltDB\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3092\u958b\u59cb\u30fb\u505c\u6b62\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d669737434c4406d0aa98\/36-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u51e6\u7406\u306e\u6982\u5ff5\u306f\u4e0a\u56f3\u306e\u3068\u304a\u308a\u3067\u3059\u3002<br \/>\n\u2460\u3000\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304b\u3089Insert\u7528\u306eProcedure\u3092\u547c\u3073\u51fa\u3059\u3002<br \/>\n\u2461\u3000Procedure\u304c\u53d7\u4fe1\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30c6\u30fc\u30d6\u30eb\u3078Insert\u3059\u308b\u3002<br \/>\n\u2462\u3000\u53d7\u4fe1\u3057\u305f\u30c7\u30fc\u30bf\u3092Stream\u306b\u3082\u6d41\u3059\u3002<br \/>\n\u2463\u3000Stream\u306b\u5165\u3063\u305f\u30c7\u30fc\u30bf\u3092VoltDB\u304c\u975e\u540c\u671f\u306bkafka\u3078\u914d\u4fe1\u3059\u308b\u3002<\/p>\n<p>\u4ee5\u4e0b\u3001\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306e\u8aac\u660e\u3092\u7ffb\u8a33\uff08\u4e00\u90e8\u610f\u8a33\uff09\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<blockquote><p>\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306f\u975e\u200b\u200b\u540c\u671f\u3067\u3059\u3002 \u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u5bfe\u8c61\u306e\u30c7\u30fc\u30bf\u306e\u5b9f\u969b\u306e\u914d\u4fe1\u306f\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u3092\u958b\u59cb\u3059\u308b\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3068\u306f\u975e\u540c\u671f\u3067\u3059\u3002<\/p>\n<p>\u975e\u540c\u671f\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u5229\u70b9\u306f\u3001\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u76f8\u624b\u5074\u30b7\u30b9\u30c6\u30e0\u306b\u914d\u4fe1\u3059\u308b\u969b\u306e\u9045\u5ef6\u304cVoltDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5f71\u97ff\u3092\u53ca\u307c\u3055\u306a\u3044\u3053\u3068\u3067\u3059\u3002 \u6b20\u70b9\u306f\u3001VoltDB\u304c\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30c7\u30fc\u30bf\u3092\u30ad\u30e5\u30fc\u30a4\u30f3\u30b0\u3057\u3066\u51e6\u7406\u3059\u308b\u305f\u3081\u3001\u76f8\u624b\u5074\u3078\u306e\u9001\u4fe1\u304c\u4fdd\u7559\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306f\u30b7\u30b9\u30c6\u30e0\u969c\u5bb3\u6642\u306e\u8010\u4e45\u6027\u306e\u78ba\u4fdd\u3082\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u306e\u30bf\u30b9\u30af\u306fVoltDB\u30b5\u30fc\u30d0\u30fc\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u3063\u3066\u81ea\u52d5\u7684\u306b\u51e6\u7406\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30bf\u30fc\u30b2\u30c3\u30c8\u3078\u306e\u51e6\u7406\u304c\u8ffd\u3044\u3064\u304b\u305a\u3001\u30c7\u30fc\u30bf\u30ad\u30e5\u30fc\u304c\u3044\u3063\u3071\u3044\u306b\u306a\u308b\u3068\u3001VoltDB\u306f\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30d0\u30c3\u30d5\u30a1\u5185\u306e\u30aa\u30fc\u30d0\u30fc\u30d5\u30ed\u30fc\u30c7\u30fc\u30bf\u3092\u30c7\u30a3\u30b9\u30af\u306b\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002<\/p>\n<p>\u76f8\u624b\u5148\u306b\u7d99\u7d9a\u3057\u3066\u5230\u9054\u3067\u304d\u306a\u3044\u5834\u5408\u3001\u307e\u305f\u306f\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u306b\u8ffd\u3044\u3064\u3051\u306a\u3044\u5834\u5408\u306f\u3001\u30c7\u30a3\u30b9\u30af\u306b\u66f8\u304d\u8fbc\u3080\u3053\u3068\u3067\u3001\u5b9b\u5148\u304c\u8ffd\u3044\u3064\u304f\u306e\u3092\u5f85\u3064\u9593\u306bVoltDB\u306e\u904e\u5270\u306a\u30e1\u30e2\u30ea\u6d88\u8cbb\u3092\u907f\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u505c\u6b62\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30c7\u30fc\u30bf\u306f\u30bb\u30c3\u30b7\u30e7\u30f3\u9593\u3067\u4fdd\u6301\u3055\u308c\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u518d\u59cb\u52d5\u3059\u308b\u3068\u3001\u30b3\u30cd\u30af\u30bf\u30fc\u306f\u30aa\u30fc\u30d0\u30fc\u30d5\u30ed\u30fc\u30fb\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u51fa\u3057\u3001\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30fb\u30ad\u30e5\u30fc\u306b\u518d\u633f\u5165\u3057\u307e\u3059\u3002<\/p><\/blockquote>\n<p>\u305d\u308c\u3067\u306f\u5b9f\u969b\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3092\u8a66\u3057\u3066\u307f\u307e\u3059\u3002<br \/>\n\u307e\u305a\u3001Stream\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u30c6\u30fc\u30d6\u30eb\u4f5c\u6210\u3068\u307b\u3068\u3093\u3069\u540c\u3058\u3067\u3059\u306d\u3002<br \/>\n\u305f\u3060\u3057\u3001\u30c6\u30fc\u30d6\u30eb\u3067\u306f\u306a\u3044\u306e\u3067\u4e3b\u30ad\u30fc\u3084\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\n\u30ab\u30e9\u30e0\u306f\u5143\u306e\u30c6\u30fc\u30d6\u30ebTEST_DATA\u3068\u540c\u3058\u306b\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30b5\u30d6\u30bb\u30c3\u30c8\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">CREATE<\/span> <span class=\"n\">STREAM<\/span> <span class=\"n\">TEST_DATA_STREAM<\/span>\r\n  <span class=\"n\">EXPORT<\/span> <span class=\"k\">TO<\/span> <span class=\"n\">TARGET<\/span> <span class=\"n\">archive<\/span> <span class=\"p\">(<\/span>\r\n   <span class=\"n\">NAME<\/span> <span class=\"nb\">varchar<\/span><span class=\"p\">(<\/span><span class=\"mi\">50<\/span><span class=\"p\">)<\/span> <span class=\"k\">NOT<\/span> <span class=\"k\">NULL<\/span><span class=\"p\">,<\/span>\r\n   <span class=\"k\">DATA<\/span> <span class=\"nb\">smallint<\/span>\r\n<span class=\"p\">);<\/span>\r\n<\/code><\/pre>\n<p>\u6b21\u306bVoltDB\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306e\u8a2d\u5b9a\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nt\">&lt;export&gt;<\/span>\r\n   <span class=\"nt\">&lt;configuration<\/span> <span class=\"na\">enabled=<\/span><span class=\"s\">\"true\"<\/span> <span class=\"na\">target=<\/span><span class=\"s\">\"archive\"<\/span> <span class=\"na\">type=<\/span><span class=\"s\">\"kafka\"<\/span><span class=\"nt\">&gt;<\/span>\r\n     <span class=\"nt\">&lt;property<\/span> <span class=\"na\">name=<\/span><span class=\"s\">\"bootstrap.servers\"<\/span><span class=\"nt\">&gt;<\/span>192.168.10.121:9092<span class=\"nt\">&lt;\/property&gt;<\/span>\r\n     <span class=\"nt\">&lt;property<\/span> <span class=\"na\">name=<\/span><span class=\"s\">\"acks\"<\/span><span class=\"nt\">&gt;<\/span>1<span class=\"nt\">&lt;\/property&gt;<\/span>\r\n     <span class=\"nt\">&lt;property<\/span> <span class=\"na\">name=<\/span><span class=\"s\">\"topic.key\"<\/span><span class=\"nt\">&gt;<\/span>TEST_DATA_STREAM.TEST_DATA_EXPORT<span class=\"nt\">&lt;\/property&gt;<\/span>\r\n  <span class=\"nt\">&lt;\/configuration&gt;<\/span>\r\n<span class=\"nt\">&lt;\/export&gt;<\/span>\r\n<\/code><\/pre>\n<p>\u300ctopic.key\u300d\u3060\u3051\u5206\u304b\u308a\u306b\u304f\u3044\u306e\u3067\u3059\u304c\u3001<br \/>\n\u30b9\u30c8\u30ea\u30fc\u30e0\u540d.\u30c6\u30fc\u30d6\u30eb\u540d<br \/>\n\u3067\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<h2>kafka\u306eTopic\u3092\u4f5c\u6210<\/h2>\n<p>\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u5148\u306ekaft\u306eTopic\u3068\u3057\u3066\u3001&#8221;TEST_DATA_EXPORT&#8221;\u3092\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002VoltDB\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u306b\u6307\u5b9a\u3057\u305fTopic\u540d\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>bin\/kafka-topics.sh --create --zookeeper localhost:2181 --replication-factor 3 --partitions 2 --topic TEST_DATA_EXPORT\r\n<\/code><\/pre>\n<p>\u6b21\u306b\u300ckafka-console-consumer.sh\u300d\u3092\u4f7f\u3063\u3066\u3001\u5148\u307b\u3069\u4f5c\u6210\u3057\u305f&#8221;TEST_DATA_EXPORT&#8221;\u306eTopic\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u8cfc\u8aad\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code># bin\/kafka-console-consumer.sh --bootstrap-server 192.168.10.121:9092 --from-beginning --topic TEST_DATA_EXPORT\r\n<\/code><\/pre>\n<p>\u4ee5\u4e0b\u306eSQL\u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u5bfe\u8c61\u306e\u30b9\u30c8\u30ea\u30fc\u30e0\u306b\u5bfe\u3057\u3066\u30013\u3064\u306e\u30c7\u30fc\u30bf\u3092\u6295\u5165\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u30b9\u30c8\u30ea\u30fc\u30e0\u306f\u30c6\u30fc\u30d6\u30eb\u3067\u306f\u306a\u3044\u306e\u3067\u3059\u304c\u3001\u30c6\u30fc\u30d6\u30eb\u3068\u540c\u69d8\u306bSQL\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<br \/>\n\u672c\u5f53\u306f\u3001\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u3067\u51e6\u7406\u3059\u308b\u306e\u3067\u3059\u304c\u3001\u3053\u3053\u3067\u306f\u7c21\u5358\u306bSQL\u3067\u5b9f\u884c\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">insert<\/span> <span class=\"k\">into<\/span> <span class=\"n\">test_data_stream<\/span> <span class=\"k\">values<\/span><span class=\"p\">(<\/span><span class=\"s1\">'test100'<\/span><span class=\"p\">,<\/span> <span class=\"mi\">100<\/span><span class=\"p\">)<\/span>\r\n<span class=\"k\">insert<\/span> <span class=\"k\">into<\/span> <span class=\"n\">test_data_stream<\/span> <span class=\"k\">values<\/span><span class=\"p\">(<\/span><span class=\"s1\">'test101'<\/span><span class=\"p\">,<\/span> <span class=\"mi\">101<\/span><span class=\"p\">)<\/span>\r\n<span class=\"k\">insert<\/span> <span class=\"k\">into<\/span> <span class=\"n\">test_data_stream<\/span> <span class=\"k\">values<\/span><span class=\"p\">(<\/span><span class=\"s1\">'test102'<\/span><span class=\"p\">,<\/span> <span class=\"mi\">102<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<p>\u3059\u308b\u3068\u3001\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u5148\u306eTopic\u306b3\u3064\u306e\u30c7\u30fc\u30bf\u304c\u914d\u4fe1\u3055\u308c\u305f\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code># bin\/kafka-console-consumer.sh --bootstrap-server 192.168.10.121:9092 --from-beginning --topic TEST_DATA_EXPORT\r\n\"3619631923363842\",\"1535666920335\",\"0\",\"2\",\"8589934592\",\"1\",\"test100\",\"100\"\r\n\"3619631923396610\",\"1535667258494\",\"1\",\"2\",\"8589934592\",\"1\",\"test101\",\"101\"\r\n\"3619631923429378\",\"1535667308716\",\"2\",\"2\",\"8589934592\",\"1\",\"test102\",\"102\"\r\n<\/code><\/pre>\n<p>\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30c7\u30fc\u30bf\u306f\u3001\u516c\u5f0f\u30b5\u30a4\u30c8\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8aac\u660e\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<blockquote><p>\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30c7\u30fc\u30bf\u306f\u3001kafka\u306b\u30ab\u30f3\u30de\u533a\u5207\u308a\u5024\uff08CSV\uff09\u5f62\u5f0f\u306e\u6587\u5b57\u5217\u3068\u3057\u3066\u9001\u4fe1\u3055\u308c\u307e\u3059\u3002 \u3053\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u306b\u306f\u30016\u3064\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u5217\uff08\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3ID\u3084\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u306a\u3069\uff09\u3068\u3001\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30b9\u30c8\u30ea\u30fc\u30e0\u306e\u5217\u5024\u304c\u7d9a\u304d\u307e\u3059\u3002<\/p><\/blockquote>\n<p>6\u3064\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u5217\u306b\u3064\u3044\u3066\u306f\u3001\u5177\u4f53\u7684\u306a\u4ed5\u69d8\u306f\u516c\u5f0f\u30b5\u30a4\u30c8\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002<br \/>\n2\u5217\u76ee\u306f\u300c1535666920335-&gt; 2018-08-31T07:08:40\u300d\u3067\u3057\u305f\u306e\u3067\u5b9f\u884c\u65e5\u6642\u306e\u3088\u3046\u3067\u3059\u3002<\/p>\n<h1>\u304a\u308f\u308a\u306b<\/h1>\n<p>\u30fb\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u307b\u3068\u3093\u3069\u66f8\u304b\u305a\u306b\u3001kafka\u3068\u30a4\u30f3\u30e1\u30e2\u30ea\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08VoltDB\uff09\u3068\u306e\u9593\u3067\u30c7\u30fc\u30bf\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\u30fb\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3057\u305f\u3002<br \/>\n\u30fbkafka\u3068VoltDB\u306e\u4e21\u65b9\u304c\u8d85\u9ad8\u901f\u306a\u306e\u3067\u3001kafka streams\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u9762\u767d\u305d\u3046\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b 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