{"id":46798,"date":"2023-02-23T04:36:02","date_gmt":"2023-03-01T16:31:03","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e6%96%b0%e6%89%8b%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8amazon%e6%89%98%e7%ae%a1%e7%9a%84apache-kafka-msk%e6%b5%81%e5%bc%8f%e5%a4%84%e7%90%86%e5%b9%b3%e5%8f%b0%ef%bc%88%e7%ac%ac\/"},"modified":"2024-04-29T15:52:16","modified_gmt":"2024-04-29T07:52:16","slug":"%e3%80%90%e6%96%b0%e6%89%8b%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8amazon%e6%89%98%e7%ae%a1%e7%9a%84apache-kafka-msk%e6%b5%81%e5%bc%8f%e5%a4%84%e7%90%86%e5%b9%b3%e5%8f%b0%ef%bc%88%e7%ac%ac","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e6%96%b0%e6%89%8b%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8amazon%e6%89%98%e7%ae%a1%e7%9a%84apache-kafka-msk%e6%b5%81%e5%bc%8f%e5%a4%84%e7%90%86%e5%b9%b3%e5%8f%b0%ef%bc%88%e7%ac%ac\/","title":{"rendered":"\u3010\u65b0\u624b\u3011\u5c1d\u8bd5\u4f7f\u7528Amazon\u6258\u7ba1\u7684Apache Kafka (MSK)\u6d41\u5f0f\u5904\u7406\u5e73\u53f0\uff08\u7b2c\u4e8c\u90e8\u5206\uff1a\u8fd0\u884cClickstream\u5b9e\u9a8c\uff09"},"content":{"rendered":"<h1>1. \u539f\u56e0\u6216\u610f\u56fe<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Kafka\u306e\u5b66\u7fd2\u3092\u3057\u3066\u3044\u308b\u3002\u524d\u306e\u8a18\u4e8b\u300c\u3010\u521d\u5fc3\u8005\u3011Amazon Managed Streaming for Apache Kafka (MSK) \/ MSK Serverless \u3092\u4f7f\u3063\u3066\u307f\u308b\u300d\u306b\u3066\u3001AWS\u4e0a\u3067\u306eKafka\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u4f5c\u6210\u3001Producer\u304b\u3089\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u9001\u4fe1\/Consumer\u304b\u3089\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u53d6\u5f97\u3092\u884c\u3063\u305f\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u3082\u3046\u5c11\u3057\u5b9f\u969b\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u8fd1\u3044\u30cf\u30f3\u30ba\u30aa\u30f3\u3092\u5b9f\u65bd\u3057\u3001\u7406\u89e3\u3092\u6df1\u3081\u308b\u3002(\u30b4\u30fc\u30eb: \u51e6\u7406\u306e\u6d41\u308c\u306e\u96f0\u56f2\u6c17\u304c\u306a\u3093\u3068\u306a\u304f\u5206\u304b\u308b\u3053\u3068)<\/ul>\n<h1>2. \u505a\u8fc7\u7684\u4e8b\u60c5 de<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">AWS\u304c\u63d0\u4f9b\u3059\u308b\u516c\u5f0f\u30cf\u30f3\u30ba\u30aa\u30f3\u96c6(AWS workshop Studio &#8211; Amazon MSK Labs)\u304b\u3089\u3001\u300cClickstream Lab\u300d\u3092\u5b9f\u65bd\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">(\u7406\u89e3\u3067\u304d\u3066\u3044\u308b\u304b\u306f\u5225\u3068\u3057\u3066)\u30cf\u30f3\u30ba\u30aa\u30f3\u306f\u4e00\u5fdc\u5b8c\u4e86\u3057\u305f\u306e\u3067\u3001\u81ea\u5206(\u521d\u5fc3\u8005)\u306e\u6c17\u3065\u304d\u306a\u3069\u3092\u30cf\u30f3\u30ba\u30aa\u30f3\u624b\u9806\u306e\u88dc\u8db3\u3068\u3057\u3066\u8a18\u8f09\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5927\u307e\u304b\u306a\u5185\u5bb9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>Kafka\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u4f5c\u6210<br \/>\nProducer\u306b\u3066\u3001\u30af\u30ea\u30c3\u30af\u30b9\u30c8\u30ea\u30fc\u30e0\u30c7\u30fc\u30bf(WEB\u30b5\u30a4\u30c8\u306e\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u3092\u6a21\u64ec)\u3092\u9001\u4fe1<br \/>\nKinesis Data Analytics \u3067\u3001Kafka\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u9001\u3089\u308c\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u51e6\u7406\u3057\u3001Kafka\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u5225\u306eTopic\u306b\u518d\u9001\u4fe1\u3059\u308b\u3068\u3068\u3082\u306b\u3001Open Search Service \u306b\u3082\u4fdd\u5b58<br \/>\nConsumer\u306b\u3066\u3001Kafka\u30af\u30e9\u30b9\u30bf\u30fc\u304b\u3089\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u53d6\u5f97<br \/>\nKibana\u306b\u3066\u3001Open Search Service \u306b\u4fdd\u5b58\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316<\/p>\n<h1>3. \u6784\u6210\u56fe<\/h1>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7af6913a08637a697b64\/5-1.png\" alt=\"\u69cb\u6210\u56f31.png\" \/><\/div>\n<h1>4. \u6b65\u9aa4<\/h1>\n<p>\u6309\u7167\u5b9e\u9645\u64cd\u4f5c\u6b65\u9aa4\u8fdb\u884c\u5b9e\u65bd\u3002\u8bb0\u5f55\u9047\u5230\u7684\u95ee\u9898\u548c\u8865\u5145\u7684\u547d\u4ee4\u7b49\u3002<\/p>\n<h2>\u8bbe\u7f6e<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u6307\u5b9a\u306eCloudFormation\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u7528\u3044\u3066\u3001VPC(\u5fc5\u8981\u306aSubnet\u306a\u3069\u542b\u3080)\u3001MSK\u30af\u30e9\u30b9\u30bf\u30fc\u3001Kinesis Data Analytics \u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001OpenSearch Service\u306e\u30c9\u30e1\u30a4\u30f3\u3092\u4e00\u6c17\u306b\u4f5c\u6210\u3059\u308b\u300220\u5206\u7a0b\u5ea6\u3067\u4f5c\u6210\u5b8c\u4e86\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u6771\u4eac\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u30a8\u30e9\u30fc\u3067\u4f5c\u6210\u4e0d\u53ef\u306e\u305f\u3081\u3001\u4eca\u56de\u306fus-west-2(\u30aa\u30ec\u30b4\u30f3)\u3067\u5b9f\u65bd\u3002(\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5185\u3067\u3001\u4f7f\u7528\u3059\u308bAMI\u304c\u4ee5\u4e0b\u306e3\u30ea\u30fc\u30b8\u30e7\u30f3\u3057\u304b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u306a\u3044\u305f\u3081)<\/ul>\n<pre class=\"post-pre\"><code>  <span class=\"na\">RegionAMI<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">us-east-1<\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"na\">HVM64<\/span><span class=\"pi\">:<\/span> <span class=\"s\">ami-00dc79254d0461090<\/span>\r\n      <span class=\"na\">us-west-2<\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"na\">HVM64<\/span><span class=\"pi\">:<\/span> <span class=\"s\">ami-0a85857bfc5345c38<\/span>\r\n      <span class=\"na\">eu-west-1<\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"na\">HVM64<\/span><span class=\"pi\">:<\/span> <span class=\"s\">ami-040ba9174949f6de4<\/span>\r\n<\/code><\/pre>\n<h2>\u8fd0\u8425\u751f\u4ea7\u8005<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3067Schema Registry Service(AMI\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08)\u3092\u8d77\u52d5\u3057\u3001Producer\u304cSchema Registry Service \u3092\u4f7f\u3046\u3088\u3046\u306b\u8a2d\u5b9a\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">4\u3064\u306eTopic\u3092\u624b\u52d5\u3067\u4f5c\u6210\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>ExampleTopic: Producer\u304c\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u4fe1\u3057\u3001Kinesis Data Analytics\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u53d6\u5f97\u3059\u308b\u7528<br \/>\nDepartments_Agg, ClickEvents_UserId_Agg_Result, User_Sessions_Aggregates_With_Order_Checkout: Kinesis Data Analytics\u306e\u30a2\u30d7\u30ea\u304c\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u4fe1\u3057\u3001Consumer\u304c\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u53d6\u5f97\u3059\u308b\u7528<\/p>\n<p>KafkaClickstreamClient-1.0-SNAPSHOT.jar \u3092\u5b9f\u884c\u3057\u3066\u3001ExampleTopic \u306b\u5927\u91cf\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u4fe1\u3059\u308b\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5185\u5bb9\u306e\u30c7\u30fc\u30bf\u304c\u9001\u4fe1\u3055\u308c\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code>{\"ip\": \"66.249.1.133\", \"eventtimestamp\": 1655183298630, \"devicetype\": \"tablet\", \"event_type\": \"home_page\", \"product_type\": \"N\/A\", \"userid\": 7496, \"globalseq\": 2, \"prevglobalseq\": 0}\r\n{\"ip\": \"66.249.1.254\", \"eventtimestamp\": 1655183298633, \"devicetype\": \"mobile\", \"event_type\": \"home_page\", \"product_type\": \"N\/A\", \"userid\": 6625, \"globalseq\": 3, \"prevglobalseq\": 0}\r\n{\"ip\": \"66.249.1.49\", \"eventtimestamp\": 1655183298634, \"devicetype\": \"mobile\", \"event_type\": \"home_page\", \"product_type\": \"N\/A\", \"userid\": 4000, \"globalseq\": 4, \"prevglobalseq\": 0}\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u3053\u306eProducer\u306eJava\u30a2\u30d7\u30ea\u306fGitHub\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u30bd\u30fc\u30b9\u3092\u3061\u3083\u3093\u3068\u898b\u308c\u3070\u8a73\u3057\u3044\u6319\u52d5\u304c\u5206\u304b\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Schema Registry Service\u306e\u52d5\u4f5c\u3092\u7406\u89e3\u3059\u308b\u306e\u304c\u521d\u5fc3\u8005\u306b\u306f\u96e3\u3057\u3044\u304c\u3001\u30b9\u30ad\u30fc\u30de\u3092\u5b9a\u7fa9\u3057\u305f\u308a\u3001\u30c7\u30fc\u30bf\u306e\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3092\u3057\u305f\u308a\u3057\u3066\u3044\u308b\u3068\u3056\u3063\u304f\u308a\u7406\u89e3\u3059\u308b\u3002(\u4ee5\u4e0b\u53c2\u7167)<\/ul>\n<\/li>\n<\/ul>\n<p>Avro,SchemaRegistry\u3053\u3068\u306f\u3058\u3081<br \/>\nSchema Registry \u306e\u6982\u8981<\/p>\n<h2>\u914d\u7f6eJava\u5e94\u7528\u7684\u4e9a\u9a6c\u900aKDA<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">CloudFormation\u306b\u3088\u308a\u3001Kinesis Data Analytics\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u4f5c\u6210\u6e08\u3002Kafka\u30af\u30e9\u30b9\u30bf\u30fc\u3078\u306e\u63a5\u7d9a\u8a2d\u5b9a\u306a\u3069\u4e00\u90e8\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4fee\u6b63\u3059\u308b\u3002Producer\u5074\u540c\u69d8\u3001\u3053\u306e\u30a2\u30d7\u30ea\u304b\u3089Schema Registry Service\u3078\u30a2\u30af\u30bb\u30b9\u304c\u767a\u751f\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001Kafka\u30af\u30e9\u30b9\u30bf\u30fc\u306eExampleTopic\u304b\u3089\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u53d6\u5f97\u3057\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u51e6\u7406\u3057\u305f\u4e0a\u3067\u3001Kafka\u30af\u30e9\u30b9\u30bf\u30fc\u306e3\u3064\u306eTopic\u3078\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u518d\u9001\u4fe1\u3001\u304a\u3088\u3073OpenSearch Service\u3078\u306e\u66f8\u304d\u8fbc\u307f\u304c\u884c\u308f\u308c\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u3053\u306eKinesis Data Analytics\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306fS3\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3092\u53c2\u7167\u3057\u3066\u4f7f\u7528\u3057\u3066\u3044\u308b\u304c\u3001\u30bd\u30fc\u30b9\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u306a\u3044\u69d8\u5b50\u3002<\/ul>\n<h2>\u4ece\u4e9a\u9a6c\u900a MSK \u6d88\u8d39<\/h2>\n<ul class=\"post-ul\">Producer\u3092\u5b9f\u884c\u3057\u305fEC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3067\u3001\u4eca\u5ea6\u306fConsumer\u3092\u5b9f\u884c\u3057\u30013\u3064\u306eTopic\u306b\u5bfe\u3057\u3066\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u3092\u884c\u3046\u30023\u3064\u306eTopic\u3067\u5225\u3005\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u53d6\u5f97\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/ul>\n<pre class=\"post-pre\"><code>[ec2-user@ip-10-0-0-237 ~]$ \/home\/ec2-user\/kafka\/bin\/kafka-console-consumer.sh --bootstrap-server [endpoint] --topic Departments_Agg --from-beginning\r\n{\"departmentName\":\"video games\",\"departmentCount\":127,\"windowBeginTime\":1655183300000,\"windowEndTime\":1655183310000}\r\n{\"departmentName\":\"AirPods\",\"departmentCount\":125,\"windowBeginTime\":1655183300000,\"windowEndTime\":1655183310000}\r\n{\"departmentName\":\"AirPods\",\"departmentCount\":147,\"windowBeginTime\":1655183310000,\"windowEndTime\":1655183320000}\r\n\r\n\r\n[ec2-user@ip-10-0-0-237 ~]$ \/home\/ec2-user\/kafka\/bin\/kafka-console-consumer.sh --bootstrap-server [endpoint] --topic ClickEvents_UserId_Agg_Result --from-beginning\r\n{\"userSessionCount\":256,\"userSessionCountWithOrderCheckout\":100,\"percentSessionswithBuy\":39.0,\"windowBeginTime\":1655183300000,\"windowEndTime\":1655183310000}\r\n{\"userSessionCount\":269,\"userSessionCountWithOrderCheckout\":99,\"percentSessionswithBuy\":36.0,\"windowBeginTime\":1655183330000,\"windowEndTime\":1655183340000}\r\n{\"userSessionCount\":267,\"userSessionCountWithOrderCheckout\":121,\"percentSessionswithBuy\":45.0,\"windowBeginTime\":1655183360000,\"windowEndTime\":1655183370000}\r\n\r\n[ec2-user@ip-10-0-0-237 ~]$ \/home\/ec2-user\/kafka\/bin\/kafka-console-consumer.sh --bootstrap-server [endpoint] --topic User_Sessions_Aggregates_With_Order_Checkout --from-beginning\r\n{\"userId\":2552,\"eventCount\":39,\"orderCheckoutEventCount\":39,\"deptList\":[\"cameras\",\"soundbars\",\"AirPods\",\"ear phones\",\"cd players\",\"cell phones\",\"video games\"],\"eventKey\":1,\"windowBeginTime\":1655183299648,\"windowEndTime\":1655183300767}\r\n{\"userId\":19806,\"eventCount\":14,\"orderCheckoutEventCount\":14,\"deptList\":[\"soundbars\",\"AirPods\",\"cd players\",\"video games\",\"cell phones\"],\"eventKey\":1,\"windowBeginTime\":1655183300177,\"windowEndTime\":1655183301181}\r\n{\"userId\":30690,\"eventCount\":28,\"orderCheckoutEventCount\":28,\"deptList\":[\"cameras\",\"AirPods\",\"laptops\",\"ear phones\",\"cd players\",\"cell phones\",\"video games\"],\"eventKey\":1,\"windowBeginTime\":1655183300543,\"windowEndTime\":1655183301549}\r\n\r\n<\/code><\/pre>\n<h2>\u521b\u5efa Kibana \u4eea\u8868\u677f<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Kinesis Data Analytics \u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304cOpenSearch Service\u306b\u4fdd\u5b58\u3057\u305f\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3057\u53ef\u8996\u5316\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3067SSH\u30dd\u30fc\u30c8\u8ee2\u9001\u3092\u884c\u3044\u3001\u30ed\u30fc\u30ab\u30eb\u306e9092\/tcp\u30dd\u30fc\u30c8\u3092\u30ea\u30e2\u30fc\u30c8(Kibana\u306eURL)\u306e443\/tcp\u306b\u8ee2\u9001\u3059\u308b\u3002TeraTerm\u306e\u5834\u5408\u306e\u8a2d\u5b9a\u306f\u4ee5\u4e0b\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7af6913a08637a697b64\/22-0.png\" alt=\"teraterm\u8a2d\u5b9a.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Lab\u306b\u8aa4\u8a18\u304c\u3042\u308a\u3001\u300chttps:\/\/127.0.0.1:9200\/_plugin\/kibana\u300d\u3068\u3042\u308b\u304c\u3001\u6b63\u3057\u304f\u306f\u300chttps:\/\/127.0.0.1:9092\/_plugin\/kibana\u300d\u3067kibana\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30b0\u30e9\u30d5\u5316\u306f\u624b\u9806\u901a\u308a\u554f\u984c\u306a\u304f\u5b9f\u65bd\u53ef\u80fd\u3002<\/ul>\n<h1>5. \u611f\u89e6\u4e4b\u6240\u5728<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4e0d\u660e\u70b9\u306f\u3044\u308d\u3044\u308d\u3042\u308b\u304c\u3001\u5f53\u521d\u30b4\u30fc\u30eb\u306e\u300c\u51e6\u7406\u306e\u96f0\u56f2\u6c17\u304c\u306a\u3093\u3068\u306a\u304f\u5206\u304b\u308b\u3053\u3068\u300d\u306f\u3044\u3063\u305f\u3093\u9054\u6210\u3057\u305f\u305f\u3081\u3088\u3057\u3068\u3057\u305f\u3044\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u3064\u3044\u3067\u306bKinesis Data Analytics \u3082\u521d\u3081\u3066\u8a2d\u5b9a\u3057\u3066\u3001\u3088\u3044\u4f53\u9a13\u306b\u306a\u3063\u305f\u3002<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>1. \u539f\u56e0\u6216\u610f\u56fe Kafka\u306e\u5b66\u7fd2\u3092\u3057\u3066\u3044\u308b\u3002\u524d\u306e\u8a18\u4e8b\u300c\u3010\u521d\u5fc3\u8005\u3011Amazon Managed Streami [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46798","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u3010\u65b0\u624b\u3011\u5c1d\u8bd5\u4f7f\u7528Amazon\u6258\u7ba1\u7684Apache Kafka (MSK)\u6d41\u5f0f\u5904\u7406\u5e73\u53f0\uff08\u7b2c\u4e8c\u90e8\u5206\uff1a\u8fd0\u884cClickstream\u5b9e\u9a8c\uff09 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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