{"id":46934,"date":"2023-03-28T18:28:28","date_gmt":"2023-12-14T00:26:05","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8-kubernetes-%e4%b8%8a%e7%9a%84-confluent-for-kubernetes%ef%bc%8c%e5%9c%a8-aks-%e4%b8%8a%e9%85%8d%e7%bd%ae-confluent-platform-%e6%95%b0%e6%8d%ae%e6%b5%81\/"},"modified":"2024-04-29T20:53:24","modified_gmt":"2024-04-29T12:53:24","slug":"%e6%88%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8-kubernetes-%e4%b8%8a%e7%9a%84-confluent-for-kubernetes%ef%bc%8c%e5%9c%a8-aks-%e4%b8%8a%e9%85%8d%e7%bd%ae-confluent-platform-%e6%95%b0%e6%8d%ae%e6%b5%81","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8-kubernetes-%e4%b8%8a%e7%9a%84-confluent-for-kubernetes%ef%bc%8c%e5%9c%a8-aks-%e4%b8%8a%e9%85%8d%e7%bd%ae-confluent-platform-%e6%95%b0%e6%8d%ae%e6%b5%81\/","title":{"rendered":"\u6211\u5c1d\u8bd5\u4f7f\u7528 Kubernetes \u4e0a\u7684 Confluent for Kubernetes\uff0c\u5728 AKS \u4e0a\u914d\u7f6e Confluent Platform &#8211; \u6570\u636e\u6d41\u5904\u7406\u7248"},"content":{"rendered":"<h2>\u603b\u7ed3<\/h2>\n<p>Confluent for Kubernetes\uff08CFK\uff09\u662f\u4e00\u4e2a\u4e91\u539f\u751f\u63a7\u5236\u5e73\u9762\uff0c\u7528\u4e8e\u5728\u79c1\u6709\u4e91\u73af\u5883\uff08\u672c\u4f8b\u4e2d\u4e3aAzure Kubernetes Service\uff08AKS\uff09\uff09\u4e0a\u90e8\u7f72\u548c\u7ba1\u7406Confluent\u3002\u5b83\u5e26\u6709\u4e00\u4e2a\u58f0\u660e\u5f0fAPI\uff0c\u7528\u4e8e\u5b9a\u5236\u3001\u90e8\u7f72\u548c\u7ba1\u7406Confluent\u5e73\u53f0\u7684\u6807\u51c6\u7b80\u5355\u63a5\u53e3\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7b82913a08637a6997fc\/2-0.png\" alt=\"image.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306e\u6d41\u308c\u306f\u4ee5\u4e0b\u3068\u306a\u308a\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>Python\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5229\u7528\u3057\u3066\u7591\u4f3c\u30c7\u30fc\u30bf\u751f\u6210\u3057 CosmosDB \u306b\u66f8\u304d\u8fbc\u307f\u307e\u3059<br \/>\nCosmosDB\u306b\u66f8\u304d\u8fbc\u307e\u308c\u305f\u30c7\u30fc\u30bf\u306f CosmosDB Sink Connector \u3092\u7d4c\u7531\u3057\u3066\u3001CP \u306e topic001 \u306b\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3055\u308c\u307e\u3059<br \/>\ntopic001 \u306e\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u5fc5\u8981\u306a\u30ab\u30e9\u30e0\u30c7\u30fc\u30bf\u306e\u307f\u3001\u30af\u30a8\u30ea\u51e6\u7406\u306e\u305f\u3081 stream001 \u306b\u8ee2\u9001\u3055\u308c\u307e\u3059<br \/>\nstream001 \u306e\u30c7\u30fc\u30bf\u3092\u30d9\u30fc\u30b9\u306b stream002 \u3068\u3057\u3066\u300c\u30ab\u30e9\u30e0 &#8211; section : &#8216;C&#8217;,&#8217;E&#8217;,&#8217;F&#8217;,&#8217;W&#8217; \u306e\u30c7\u30fc\u30bf\u306e\u307f\u300d\u306e\u62bd\u51fa\u51e6\u7406\u3055\u308c\u307e\u3059<br \/>\nstream002 \u3067\u62bd\u51fa\u51e6\u7406\u3055\u308c\u305f\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u3092 topic002 \u306b\u8ee2\u9001\u3057\u307e\u3059<br \/>\ntopic002 \u306e\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u3080Python\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u3001AKS\u4e0a\u306ePod\u3067\u7a3c\u50cd\u3055\u305b\u3001\u62bd\u51fa\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u78ba\u8a8d\u3057\u307e\u3059<\/p>\n<hr \/>\n<h3>\u672c\u5730\u73af\u5883<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">macOS Monterey 12.3.1<\/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\">python 3.8.12<\/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\">Azure CLI 2.34.1<\/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\">helm v3.6.3<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">kubectl v1.21.3<\/ul>\n<hr \/>\n<h2>\u4f7f\u7528\u7a0b\u5e8f<\/h2>\n<h3>\u5236\u4f5c\u65b9\u7684\u7a0b\u5e8f<\/h3>\n<p>\u4ee5\u4e0b\u662f\u7528\u4e8e\u300a\u6570\u636e\u6d41\u7a0b\uff1a1\u300b\u7684Python\u7a0b\u5e8f\u3002<br \/>\n\u6b64\u7a0b\u5e8f\u5c06\u5728\u672c\u5730Mac\u4e0a\u6267\u884c\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"n\">time<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"n\">datetime<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">date<\/span><span class=\"p\">,<\/span> <span class=\"n\">datetime<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"n\">random<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"n\">json<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"n\">argparse<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"n\">string<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"n\">faker.factory<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Factory<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"n\">azure.cosmos<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">CosmosClient<\/span>\r\n\r\n<span class=\"n\">endpoint<\/span> <span class=\"o\">=<\/span> <span class=\"sh\">'<\/span><span class=\"s\">https:\/\/iturucosmosdb01.documents.azure.com:443\/<\/span><span class=\"sh\">'<\/span>\r\n<span class=\"n\">key<\/span> <span class=\"o\">=<\/span> <span class=\"sh\">'<\/span><span class=\"s\">xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx<\/span><span class=\"sh\">'<\/span>\r\n<span class=\"n\">databaseName<\/span> <span class=\"o\">=<\/span> <span class=\"sh\">'<\/span><span class=\"s\">CPDemoDB001<\/span><span class=\"sh\">'<\/span>\r\n<span class=\"n\">containerName<\/span> <span class=\"o\">=<\/span> <span class=\"sh\">'<\/span><span class=\"s\">container001<\/span><span class=\"sh\">'<\/span>\r\n\r\n\r\n<span class=\"c1\"># \u30c0\u30df\u30fc\u30c7\u30fc\u30bf\u4f5c\u6210\u306e\u305f\u3081\u306e Faker \u306e\u4f7f\u7528\r\n<\/span><span class=\"n\">Faker<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Factory<\/span><span class=\"p\">.<\/span><span class=\"n\">create<\/span>\r\n<span class=\"n\">fake<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Faker<\/span><span class=\"p\">()<\/span>\r\n<span class=\"n\">fake<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Faker<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">ja_JP<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># \u30c0\u30df\u30fc\u30bb\u30af\u30b7\u30e7\u30f3\uff1f(\u5927\u6587\u5b57\u30a2\u30eb\u30d5\u30a1\u30d9\u30c3\u30c8\u3092\u5b9a\u7fa9)\r\n<\/span><span class=\"n\">section<\/span> <span class=\"o\">=<\/span> <span class=\"n\">string<\/span><span class=\"p\">.<\/span><span class=\"n\">ascii_uppercase<\/span>\r\n\r\n\r\n<span class=\"c1\"># JSON\u30c0\u30df\u30fc\u30c7\u30fc\u30bf\u306e\u4f5c\u6210\r\n<\/span><span class=\"k\">def<\/span> <span class=\"nf\">iot_json_data<\/span><span class=\"p\">(<\/span><span class=\"n\">count<\/span><span class=\"p\">,<\/span> <span class=\"n\">proc<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"n\">iot_items<\/span> <span class=\"o\">=<\/span> <span class=\"n\">json<\/span><span class=\"p\">.<\/span><span class=\"nf\">dumps<\/span><span class=\"p\">({<\/span>\r\n        <span class=\"sh\">'<\/span><span class=\"s\">items<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"p\">[{<\/span>\r\n            <span class=\"sh\">'<\/span><span class=\"s\">id<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"nf\">str<\/span><span class=\"p\">(<\/span><span class=\"n\">datetime<\/span><span class=\"p\">.<\/span><span class=\"nf\">now<\/span><span class=\"p\">().<\/span><span class=\"nf\">timestamp<\/span><span class=\"p\">()),<\/span>  <span class=\"c1\"># id\r\n<\/span>            <span class=\"sh\">'<\/span><span class=\"s\">ctid<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">i<\/span><span class=\"p\">,<\/span>                              <span class=\"c1\"># create id\r\n<\/span>            <span class=\"sh\">'<\/span><span class=\"s\">proc<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">proc<\/span><span class=\"p\">,<\/span>                           <span class=\"c1\"># \u30c7\u30fc\u30bf\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u540d\r\n<\/span>            <span class=\"sh\">'<\/span><span class=\"s\">section<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">random<\/span><span class=\"p\">.<\/span><span class=\"nf\">choice<\/span><span class=\"p\">(<\/span><span class=\"n\">section<\/span><span class=\"p\">),<\/span>      <span class=\"c1\"># IoT\u6a5f\u5668\u30bb\u30af\u30b7\u30e7\u30f3\r\n<\/span>            <span class=\"sh\">'<\/span><span class=\"s\">iot_num<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">fake<\/span><span class=\"p\">.<\/span><span class=\"nf\">zipcode<\/span><span class=\"p\">(),<\/span>              <span class=\"c1\"># IoT\u6a5f\u5668\u756a\u53f7\r\n<\/span>            <span class=\"sh\">'<\/span><span class=\"s\">iot_state<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">fake<\/span><span class=\"p\">.<\/span><span class=\"nf\">prefecture<\/span><span class=\"p\">(),<\/span>         <span class=\"c1\"># IoT\u8a2d\u7f6e\u5834\u6240\r\n<\/span>            <span class=\"sh\">'<\/span><span class=\"s\">val_1<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">random<\/span><span class=\"p\">.<\/span><span class=\"nf\">uniform<\/span><span class=\"p\">(<\/span><span class=\"mi\">100<\/span><span class=\"p\">,<\/span> <span class=\"mi\">200<\/span><span class=\"p\">),<\/span>      <span class=\"c1\"># IoT\u5024\u2212\uff11\r\n<\/span>            <span class=\"sh\">'<\/span><span class=\"s\">val_2<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"n\">random<\/span><span class=\"p\">.<\/span><span class=\"nf\">uniform<\/span><span class=\"p\">(<\/span><span class=\"mi\">50<\/span><span class=\"p\">,<\/span> <span class=\"mi\">90<\/span><span class=\"p\">),<\/span>        <span class=\"c1\"># IoT\u5024\u2212\uff12\r\n<\/span>            <span class=\"sh\">'<\/span><span class=\"s\">created_at<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"nf\">generate_time<\/span><span class=\"p\">()<\/span>           <span class=\"c1\"># \u30c7\u30fc\u30bf\u751f\u6210\u6642\u9593\r\n<\/span>            <span class=\"p\">}<\/span> \r\n            <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"ow\">in<\/span> <span class=\"nf\">range<\/span><span class=\"p\">(<\/span><span class=\"n\">count<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"p\">]<\/span>\r\n    <span class=\"p\">},<\/span> <span class=\"n\">ensure_ascii<\/span><span class=\"o\">=<\/span><span class=\"bp\">False<\/span><span class=\"p\">).<\/span><span class=\"nf\">encode<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">utf-8<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"k\">return<\/span> <span class=\"n\">iot_items<\/span>\r\n\r\n\r\n<span class=\"c1\"># IoT\u6a5f\u5668\u3067\u8a08\u6e2c\u3055\u308c\u305f\u30c0\u30df\u30fc\u30c7\u30fc\u30bf\u306e\u751f\u6210\u6642\u9593\r\n<\/span><span class=\"k\">def<\/span> <span class=\"nf\">generate_time<\/span><span class=\"p\">():<\/span>\r\n    <span class=\"n\">dt_time<\/span> <span class=\"o\">=<\/span> <span class=\"n\">datetime<\/span><span class=\"p\">.<\/span><span class=\"nf\">now<\/span><span class=\"p\">()<\/span>\r\n    <span class=\"n\">gtime<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">json_trans_date<\/span><span class=\"p\">(<\/span><span class=\"n\">dt_time<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"k\">return<\/span> <span class=\"n\">gtime<\/span>\r\n\r\n\r\n<span class=\"c1\"># date, datetime\u306e\u5909\u63db\u95a2\u6570\r\n<\/span><span class=\"k\">def<\/span> <span class=\"nf\">json_trans_date<\/span><span class=\"p\">(<\/span><span class=\"n\">obj<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"c1\"># \u65e5\u4ed8\u578b\u3092\u6587\u5b57\u5217\u306b\u5909\u63db\r\n<\/span>    <span class=\"k\">if<\/span> <span class=\"nf\">isinstance<\/span><span class=\"p\">(<\/span><span class=\"n\">obj<\/span><span class=\"p\">,<\/span> <span class=\"p\">(<\/span><span class=\"n\">datetime<\/span><span class=\"p\">,<\/span> <span class=\"n\">date<\/span><span class=\"p\">)):<\/span>\r\n        <span class=\"k\">return<\/span> <span class=\"n\">obj<\/span><span class=\"p\">.<\/span><span class=\"nf\">isoformat<\/span><span class=\"p\">()<\/span>\r\n    <span class=\"c1\"># \u4e0a\u8a18\u4ee5\u5916\u306f\u5bfe\u8c61\u5916.\r\n<\/span>    <span class=\"k\">raise<\/span> <span class=\"nc\">TypeError <\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Type %s not serializable<\/span><span class=\"sh\">\"<\/span> <span class=\"o\">%<\/span> <span class=\"nf\">type<\/span><span class=\"p\">(<\/span><span class=\"n\">obj<\/span><span class=\"p\">))<\/span>\r\n\r\n\r\n<span class=\"c1\"># CosmosDB\u3078\u306e\u63a5\u7d9a\r\n<\/span><span class=\"k\">def<\/span> <span class=\"nf\">ConnectionToCosmosDB<\/span><span class=\"p\">():<\/span>\r\n    <span class=\"k\">try<\/span><span class=\"p\">:<\/span>\r\n      <span class=\"n\">client<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">CosmosClient<\/span><span class=\"p\">(<\/span><span class=\"n\">endpoint<\/span><span class=\"p\">,<\/span> <span class=\"n\">key<\/span><span class=\"p\">)<\/span>\r\n      <span class=\"n\">db<\/span> <span class=\"o\">=<\/span> <span class=\"n\">client<\/span><span class=\"p\">.<\/span><span class=\"nf\">get_database_client<\/span><span class=\"p\">(<\/span><span class=\"n\">databaseName<\/span><span class=\"p\">)<\/span>\r\n      <span class=\"n\">container<\/span> <span class=\"o\">=<\/span> <span class=\"n\">db<\/span><span class=\"p\">.<\/span><span class=\"nf\">get_container_client<\/span><span class=\"p\">(<\/span><span class=\"n\">containerName<\/span><span class=\"p\">)<\/span>\r\n      <span class=\"c1\"># print(\"\\nConnection established\\n\")\r\n<\/span>      <span class=\"k\">return<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"n\">container<\/span>\r\n    <span class=\"k\">except<\/span> <span class=\"nb\">Exception<\/span> <span class=\"k\">as<\/span> <span class=\"n\">err<\/span><span class=\"p\">:<\/span>\r\n      <span class=\"k\">return<\/span> <span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">err<\/span>\r\n\r\n\r\n<span class=\"c1\"># \u30e1\u30a4\u30f3 : \u30bf\u30fc\u30df\u30ca\u30eb\u51fa\u529b\u7528\r\n<\/span><span class=\"k\">def<\/span> <span class=\"nf\">tm_main<\/span><span class=\"p\">(<\/span><span class=\"n\">count<\/span><span class=\"p\">,<\/span> <span class=\"n\">proc<\/span><span class=\"p\">,<\/span> <span class=\"n\">wait<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">\u30bf\u30fc\u30df\u30ca\u30eb \u51fa\u529b<\/span><span class=\"se\">\\n<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"c1\"># \u30c0\u30df\u30fc\u30c7\u30fc\u30bf\u751f\u6210\r\n<\/span>    <span class=\"n\">iotjsondata<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">iot_json_data<\/span><span class=\"p\">(<\/span><span class=\"n\">count<\/span><span class=\"p\">,<\/span> <span class=\"n\">proc<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">json_dict<\/span> <span class=\"o\">=<\/span> <span class=\"n\">json<\/span><span class=\"p\">.<\/span><span class=\"nf\">loads<\/span><span class=\"p\">(<\/span><span class=\"n\">iotjsondata<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"c1\"># \u30bf\u30fc\u30df\u30ca\u30eb\u51fa\u529b\r\n<\/span>    <span class=\"k\">for<\/span> <span class=\"n\">item<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">json_dict<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">items<\/span><span class=\"sh\">'<\/span><span class=\"p\">]:<\/span>\r\n        <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">item<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"n\">time<\/span><span class=\"p\">.<\/span><span class=\"nf\">sleep<\/span><span class=\"p\">(<\/span><span class=\"n\">wait<\/span><span class=\"p\">)<\/span>\r\n\r\n\r\n<span class=\"c1\"># \u30e1\u30a4\u30f3 : Show Database\r\n<\/span><span class=\"k\">def<\/span> <span class=\"nf\">show_db_main<\/span><span class=\"p\">():<\/span>\r\n    <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">CosmosDB \u3078\u306e\u63a5\u7d9a\u78ba\u8a8d<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">code<\/span><span class=\"p\">,<\/span> <span class=\"n\">conn<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">ConnectionToCosmosDB<\/span><span class=\"p\">()<\/span>\r\n\r\n    <span class=\"k\">if<\/span> <span class=\"n\">code<\/span> <span class=\"o\">==<\/span> <span class=\"mi\">0<\/span> <span class=\"p\">:<\/span>\r\n      <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">conn<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"k\">else<\/span> <span class=\"p\">:<\/span>\r\n      <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">conn<\/span><span class=\"p\">)<\/span>\r\n\r\n\r\n<span class=\"c1\"># \u30e1\u30a4\u30f3 : Write Database\r\n<\/span><span class=\"k\">def<\/span> <span class=\"nf\">write_db_main<\/span><span class=\"p\">(<\/span><span class=\"n\">count<\/span><span class=\"p\">,<\/span> <span class=\"n\">proc<\/span><span class=\"p\">,<\/span> <span class=\"n\">wait<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u30c7\u30fc\u30bf\u66f8\u304d\u8fbc\u307f<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"c1\"># DB\u3078\u306e\u63a5\u7d9a\r\n<\/span>    <span class=\"n\">code<\/span><span class=\"p\">,<\/span> <span class=\"n\">conn<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">ConnectionToCosmosDB<\/span><span class=\"p\">()<\/span>\r\n\r\n    <span class=\"k\">if<\/span> <span class=\"n\">code<\/span> <span class=\"o\">==<\/span> <span class=\"mi\">0<\/span> <span class=\"p\">:<\/span>\r\n      <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">conn<\/span><span class=\"p\">)<\/span>\r\n      <span class=\"k\">return<\/span>\r\n\r\n    <span class=\"c1\"># \u30c0\u30df\u30fc\u30c7\u30fc\u30bf\u751f\u6210\r\n<\/span>    <span class=\"n\">iotjsondata<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">iot_json_data<\/span><span class=\"p\">(<\/span><span class=\"n\">count<\/span><span class=\"p\">,<\/span> <span class=\"n\">proc<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">json_dict<\/span> <span class=\"o\">=<\/span> <span class=\"n\">json<\/span><span class=\"p\">.<\/span><span class=\"nf\">loads<\/span><span class=\"p\">(<\/span><span class=\"n\">iotjsondata<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"c1\">## \u30d7\u30ed\u30b0\u30ec\u30b9\u30d0\u30fc\u3067\u9032\u6357\u72b6\u6cc1\u3092\u8868\u793a\r\n<\/span>    <span class=\"c1\"># \u30c7\u30fc\u30bf\u306e\u30a4\u30f3\u30b5\u30fc\u30c8\r\n<\/span>    <span class=\"k\">try<\/span><span class=\"p\">:<\/span>\r\n      <span class=\"c1\"># for item in tqdm(json_dict['items']):\r\n<\/span>      <span class=\"k\">for<\/span> <span class=\"n\">item<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">json_dict<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">items<\/span><span class=\"sh\">'<\/span><span class=\"p\">]:<\/span>\r\n        <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"nf\">list<\/span><span class=\"p\">(<\/span><span class=\"n\">item<\/span><span class=\"p\">.<\/span><span class=\"nf\">values<\/span><span class=\"p\">()))<\/span>\r\n        <span class=\"n\">conn<\/span><span class=\"p\">.<\/span><span class=\"nf\">create_item<\/span><span class=\"p\">(<\/span><span class=\"n\">item<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"n\">time<\/span><span class=\"p\">.<\/span><span class=\"nf\">sleep<\/span><span class=\"p\">(<\/span><span class=\"n\">wait<\/span><span class=\"p\">)<\/span>\r\n      <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"se\">\\n<\/span><span class=\"s\">Inserted<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span><span class=\"n\">count<\/span><span class=\"p\">,<\/span><span class=\"sh\">\"<\/span><span class=\"s\">row(s) of data.<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\r\n      <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Done.<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"k\">except<\/span> <span class=\"nb\">Exception<\/span> <span class=\"k\">as<\/span> <span class=\"n\">err<\/span><span class=\"p\">:<\/span>\r\n      <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">err<\/span><span class=\"p\">)<\/span>\r\n      <span class=\"k\">return<\/span>\r\n\r\n\r\n<span class=\"c1\"># \u30e1\u30a4\u30f3 : Read Database\r\n<\/span><span class=\"k\">def<\/span> <span class=\"nf\">read_db_main<\/span><span class=\"p\">():<\/span>\r\n    <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u8aad\u307f\u8fbc\u307f<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"c1\"># DB\u3078\u306e\u63a5\u7d9a\r\n<\/span>    <span class=\"n\">code<\/span><span class=\"p\">,<\/span> <span class=\"n\">conn<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">ConnectionToCosmosDB<\/span><span class=\"p\">()<\/span>\r\n\r\n    <span class=\"k\">if<\/span> <span class=\"n\">code<\/span> <span class=\"o\">==<\/span> <span class=\"mi\">0<\/span> <span class=\"p\">:<\/span>\r\n      <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">conn<\/span><span class=\"p\">)<\/span>\r\n      <span class=\"k\">return<\/span>\r\n\r\n    <span class=\"c1\"># Read table data\r\n<\/span>    <span class=\"n\">items<\/span> <span class=\"o\">=<\/span> <span class=\"n\">conn<\/span><span class=\"p\">.<\/span><span class=\"nf\">read_all_items<\/span><span class=\"p\">()<\/span>\r\n\r\n    <span class=\"c1\"># print all rows\r\n<\/span>    <span class=\"k\">try<\/span><span class=\"p\">:<\/span>\r\n      <span class=\"p\">[<\/span><span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sa\">f<\/span><span class=\"sh\">'<\/span><span class=\"si\">{<\/span><span class=\"n\">item<\/span><span class=\"si\">}<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span> <span class=\"k\">for<\/span> <span class=\"n\">item<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">items<\/span><span class=\"p\">]<\/span>\r\n      <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Done.<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"k\">except<\/span> <span class=\"nb\">Exception<\/span> <span class=\"k\">as<\/span> <span class=\"n\">err<\/span><span class=\"p\">:<\/span>\r\n      <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">err<\/span><span class=\"p\">)<\/span>\r\n\r\n\r\n<span class=\"c1\"># \u30e1\u30a4\u30f3 : Delete Database\r\n<\/span><span class=\"k\">def<\/span> <span class=\"nf\">delete_db_main<\/span><span class=\"p\">():<\/span>\r\n    <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u5168\u524a\u9664<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"c1\"># DB\u3078\u306e\u63a5\u7d9a\r\n<\/span>    <span class=\"n\">code<\/span><span class=\"p\">,<\/span> <span class=\"n\">conn<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">ConnectionToCosmosDB<\/span><span class=\"p\">()<\/span>\r\n\r\n    <span class=\"k\">if<\/span> <span class=\"n\">code<\/span> <span class=\"o\">==<\/span> <span class=\"mi\">0<\/span> <span class=\"p\">:<\/span>\r\n      <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">conn<\/span><span class=\"p\">)<\/span>\r\n      <span class=\"k\">return<\/span>\r\n\r\n    <span class=\"k\">try<\/span><span class=\"p\">:<\/span>\r\n      <span class=\"k\">for<\/span> <span class=\"n\">item<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">conn<\/span><span class=\"p\">.<\/span><span class=\"nf\">query_items<\/span><span class=\"p\">(<\/span><span class=\"n\">query<\/span><span class=\"o\">=<\/span><span class=\"sh\">'<\/span><span class=\"s\">SELECT * FROM container001<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span><span class=\"n\">enable_cross_partition_query<\/span><span class=\"o\">=<\/span><span class=\"bp\">True<\/span><span class=\"p\">):<\/span>\r\n          <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">item<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">section<\/span><span class=\"sh\">'<\/span><span class=\"p\">])<\/span>\r\n          <span class=\"n\">conn<\/span><span class=\"p\">.<\/span><span class=\"nf\">delete_item<\/span><span class=\"p\">(<\/span><span class=\"n\">item<\/span><span class=\"p\">,<\/span> <span class=\"n\">partition_key<\/span><span class=\"o\">=<\/span><span class=\"n\">item<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">section<\/span><span class=\"sh\">'<\/span><span class=\"p\">])<\/span>\r\n      <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Done.<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"k\">except<\/span> <span class=\"nb\">Exception<\/span> <span class=\"k\">as<\/span> <span class=\"n\">err<\/span><span class=\"p\">:<\/span>\r\n      <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">err<\/span><span class=\"p\">)<\/span>\r\n\r\n\r\n<span class=\"c1\"># \u30e1\u30a4\u30f3\r\n<\/span><span class=\"k\">if<\/span> <span class=\"n\">__name__<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">'<\/span><span class=\"s\">__main__<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span>\r\n    <span class=\"n\">parser<\/span> <span class=\"o\">=<\/span> <span class=\"n\">argparse<\/span><span class=\"p\">.<\/span><span class=\"nc\">ArgumentParser<\/span><span class=\"p\">(<\/span><span class=\"n\">description<\/span><span class=\"o\">=<\/span><span class=\"sh\">'<\/span><span class=\"s\">\u30c0\u30df\u30fc\u30c7\u30fc\u30bf\u306e\u81ea\u52d5\u751f\u6210\u304b\u3089\u306eDB\u3078\u306e\u66f8\u8fbc\u307f<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">parser<\/span><span class=\"p\">.<\/span><span class=\"nf\">add_argument<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">--count<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"nb\">type<\/span><span class=\"o\">=<\/span><span class=\"nb\">int<\/span><span class=\"p\">,<\/span> <span class=\"n\">default<\/span><span class=\"o\">=<\/span><span class=\"mi\">5<\/span><span class=\"p\">,<\/span> <span class=\"n\">help<\/span><span class=\"o\">=<\/span><span class=\"sh\">'<\/span><span class=\"s\">\u30c7\u30fc\u30bf\u4f5c\u6210\u4ef6\u6570\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff1a5\u4ef6\uff09<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">parser<\/span><span class=\"p\">.<\/span><span class=\"nf\">add_argument<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">--proc<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"nb\">type<\/span><span class=\"o\">=<\/span><span class=\"nb\">str<\/span><span class=\"p\">,<\/span> <span class=\"n\">default<\/span><span class=\"o\">=<\/span><span class=\"sh\">'<\/span><span class=\"s\">111<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"n\">help<\/span><span class=\"o\">=<\/span><span class=\"sh\">'<\/span><span class=\"s\">\u30c7\u30fc\u30bf\u4f5c\u6210\u30d7\u30ed\u30bb\u30b9\u540d\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff1a111\uff09<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">parser<\/span><span class=\"p\">.<\/span><span class=\"nf\">add_argument<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">--mode<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"nb\">type<\/span><span class=\"o\">=<\/span><span class=\"nb\">str<\/span><span class=\"p\">,<\/span> <span class=\"n\">default<\/span><span class=\"o\">=<\/span><span class=\"sh\">'<\/span><span class=\"s\">tm<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"n\">help<\/span><span class=\"o\">=<\/span><span class=\"sh\">'<\/span><span class=\"s\">tm\uff08Terminal(\u30c7\u30d5\u30a9\u30eb\u30c8)\uff09\/ db\uff08db\u64cd\u4f5c\uff09<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">parser<\/span><span class=\"p\">.<\/span><span class=\"nf\">add_argument<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">--wait<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"nb\">type<\/span><span class=\"o\">=<\/span><span class=\"nb\">float<\/span><span class=\"p\">,<\/span> <span class=\"n\">default<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"n\">help<\/span><span class=\"o\">=<\/span><span class=\"sh\">'<\/span><span class=\"s\">\u30c7\u30fc\u30bf\u751f\u6210\u9593\u9694\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff1a1.0\u79d2\uff09<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">parser<\/span><span class=\"p\">.<\/span><span class=\"nf\">add_argument<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">--db<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"nb\">type<\/span><span class=\"o\">=<\/span><span class=\"nb\">str<\/span><span class=\"p\">,<\/span> <span class=\"n\">default<\/span><span class=\"o\">=<\/span><span class=\"sh\">'<\/span><span class=\"s\">show<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"n\">help<\/span><span class=\"o\">=<\/span><span class=\"sh\">'<\/span><span class=\"s\">show(\u30c7\u30d5\u30a9\u30eb\u30c8) \/ write \/ read \/ delete<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">args<\/span> <span class=\"o\">=<\/span> <span class=\"n\">parser<\/span><span class=\"p\">.<\/span><span class=\"nf\">parse_args<\/span><span class=\"p\">()<\/span>\r\n\r\n    <span class=\"n\">start<\/span> <span class=\"o\">=<\/span> <span class=\"n\">time<\/span><span class=\"p\">.<\/span><span class=\"nf\">time<\/span><span class=\"p\">()<\/span>\r\n\r\n    <span class=\"nf\">if <\/span><span class=\"p\">(<\/span><span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"n\">mode<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">'<\/span><span class=\"s\">tm<\/span><span class=\"sh\">'<\/span><span class=\"p\">):<\/span> \r\n      <span class=\"nf\">tm_main<\/span><span class=\"p\">(<\/span><span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"n\">count<\/span><span class=\"p\">,<\/span> <span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"n\">proc<\/span><span class=\"p\">,<\/span> <span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"n\">wait<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"nf\">elif <\/span><span class=\"p\">(<\/span><span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"n\">mode<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">'<\/span><span class=\"s\">db<\/span><span class=\"sh\">'<\/span><span class=\"p\">):<\/span>\r\n      <span class=\"nf\">if <\/span><span class=\"p\">(<\/span><span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"n\">db<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">'<\/span><span class=\"s\">show<\/span><span class=\"sh\">'<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"nf\">show_db_main<\/span><span class=\"p\">()<\/span>\r\n      <span class=\"nf\">elif <\/span><span class=\"p\">(<\/span><span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"n\">db<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">'<\/span><span class=\"s\">write<\/span><span class=\"sh\">'<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"nf\">write_db_main<\/span><span class=\"p\">(<\/span><span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"n\">count<\/span><span class=\"p\">,<\/span> <span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"n\">proc<\/span><span class=\"p\">,<\/span> <span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"n\">wait<\/span><span class=\"p\">)<\/span>\r\n      <span class=\"nf\">elif <\/span><span class=\"p\">(<\/span><span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"n\">db<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">'<\/span><span class=\"s\">read<\/span><span class=\"sh\">'<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"nf\">read_db_main<\/span><span class=\"p\">()<\/span>\r\n      <span class=\"nf\">elif <\/span><span class=\"p\">(<\/span><span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"n\">db<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">'<\/span><span class=\"s\">delete<\/span><span class=\"sh\">'<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"nf\">delete_db_main<\/span><span class=\"p\">()<\/span>\r\n    <span class=\"k\">else<\/span> <span class=\"p\">:<\/span>\r\n      <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">\u30d1\u30e9\u30e1\u30fc\u30bf\u8a2d\u5b9a\u3092\u78ba\u8a8d\u304f\u3060\u3055\u3044 --help<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"n\">making_time<\/span> <span class=\"o\">=<\/span> <span class=\"n\">time<\/span><span class=\"p\">.<\/span><span class=\"nf\">time<\/span><span class=\"p\">()<\/span> <span class=\"o\">-<\/span> <span class=\"n\">start<\/span>\r\n\r\n    <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"\"<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">\u51e6\u7406\u6642\u9593:{0}<\/span><span class=\"sh\">\"<\/span><span class=\"p\">.<\/span><span class=\"nf\">format<\/span><span class=\"p\">(<\/span><span class=\"n\">making_time<\/span><span class=\"p\">)<\/span> <span class=\"o\">+<\/span> <span class=\"sh\">\"<\/span><span class=\"s\"> [sec]<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"\"<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h3>\u6d88\u8d39\u8005\u65b9\u6848<\/h3>\n<p>\u5728\u4e0a\u8ff0\u7684\u300c\u6570\u636e\u6d41\u5f0f\u4f20\u8f93\u6d41\u7a0b\uff1a6\u300d\u4e2d\u4f7f\u7528\u7684Python\u7a0b\u5e8f\u5982\u4e0b\u6240\u793a\u3002<br \/>\n\u6b64\u7a0b\u5e8f\u7684\u6267\u884c\u5c06\u5728AKS\u73af\u5883\u4e2d\u7684\u72ec\u7acb\u542f\u52a8\u7684Pod\u5185\u8fdb\u884c\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"n\">kafka<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">KafkaConsumer<\/span>\r\n\r\n<span class=\"c1\"># \u30c7\u30fc\u30bf\u306e\u30bf\u30fc\u30df\u30ca\u30eb\u51fa\u529b\r\n<\/span><span class=\"k\">def<\/span> <span class=\"nf\">topic_to_tm<\/span><span class=\"p\">(<\/span><span class=\"n\">consumer<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">\u30bf\u30fc\u30df\u30ca\u30eb \u51fa\u529b<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"c1\"># Read data from kafka\r\n<\/span>    <span class=\"k\">try<\/span> <span class=\"p\">:<\/span>\r\n        <span class=\"k\">for<\/span> <span class=\"n\">message<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">consumer<\/span><span class=\"p\">:<\/span>\r\n            <span class=\"nf\">print <\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">%s:%d:%d: key=%s value=%s<\/span><span class=\"sh\">\"<\/span> <span class=\"o\">%<\/span> <span class=\"p\">(<\/span><span class=\"n\">message<\/span><span class=\"p\">.<\/span><span class=\"n\">topic<\/span><span class=\"p\">,<\/span> <span class=\"n\">message<\/span><span class=\"p\">.<\/span><span class=\"n\">partition<\/span><span class=\"p\">,<\/span> <span class=\"n\">message<\/span><span class=\"p\">.<\/span><span class=\"n\">offset<\/span><span class=\"p\">,<\/span> \r\n                                                    <span class=\"n\">message<\/span><span class=\"p\">.<\/span><span class=\"n\">key<\/span><span class=\"p\">,<\/span> <span class=\"n\">message<\/span><span class=\"p\">.<\/span><span class=\"n\">value<\/span><span class=\"p\">.<\/span><span class=\"nf\">decode<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">utf-8<\/span><span class=\"sh\">'<\/span><span class=\"p\">)))<\/span>\r\n    <span class=\"k\">except<\/span> <span class=\"nb\">KeyboardInterrupt<\/span> <span class=\"p\">:<\/span>\r\n        <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"se\">\\r\\n<\/span><span class=\"s\"> Output to Terminal - interrupted!<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"k\">return<\/span>\r\n\r\n<span class=\"c1\"># Kafka Topic \u304b\u3089\u306e\u30c7\u30fc\u30bf\u53d7\u53d6\r\n<\/span><span class=\"k\">def<\/span> <span class=\"nf\">get_kafka_topic<\/span><span class=\"p\">():<\/span>\r\n    <span class=\"c1\"># Initialize consumer variable and set property for JSON decode\r\n<\/span>    <span class=\"n\">consumer<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">KafkaConsumer <\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">topic002<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"n\">bootstrap_servers<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">kafka.akscfk231.svc.cluster.local:9092<\/span><span class=\"sh\">'<\/span><span class=\"p\">])<\/span>\r\n    <span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">consumer<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"k\">return<\/span> <span class=\"n\">consumer<\/span>\r\n\r\n\r\n<span class=\"k\">if<\/span> <span class=\"n\">__name__<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">'<\/span><span class=\"s\">__main__<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span>\r\n    <span class=\"n\">consumer<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">get_kafka_topic<\/span><span class=\"p\">()<\/span>\r\n    <span class=\"nf\">topic_to_tm<\/span><span class=\"p\">(<\/span><span class=\"n\">consumer<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<hr \/>\n<h2>\u521b\u5efa\u7528\u4e8e\u6d88\u8d39\u8005\u7aef\u5de5\u4f5c\u7684Pod\u3002<\/h2>\n<p>\u6211\u5011\u5275\u5efa\u4e00\u500b\u57f7\u884cPython\u7a0b\u5f0f\u7684\u4f7f\u7528\u8005\u7aefPod\uff08\u4ee5\u4e0b\u7a31\u70baConsumer-Pod\uff09\u3002<\/p>\n<h3>\u5c06Python\u7a0b\u5e8f\u6ce8\u518c\u5230Configmap\u4e2d\u3002<\/h3>\n<p>\u6307\u5b9aPython\u7a0b\u5e8f\u6587\u4ef6\u5e76\u521b\u5efaConfigmap\u3002<\/p>\n<pre class=\"post-pre\"><code>## Configmap\u3078\u306e\u767b\u9332\r\n$ kubectl create configmap python-consumer002-configmap --from-file=topic002_consumer.py\r\nconfigmap\/python-consumer002-configmap created\r\n\r\n\r\n## Configmap\u306e\u78ba\u8a8d\r\n$ kubectl get configmap python-consumer002-configmap                            \r\nNAME                           DATA   AGE\r\npython-consumer002-configmap   1      32s\r\n\r\n\r\n## Configmap\u306e\u8a73\u7d30\u78ba\u8a8d\r\n$ kubectl describe configmap python-consumer002-configmap\r\nName:         python-consumer002-configmap\r\nNamespace:    akscfk231\r\nLabels:       &lt;none&gt;\r\nAnnotations:  &lt;none&gt;\r\n\r\nData\r\n====\r\ntopic002_consumer.py:\r\n----\r\nfrom kafka import KafkaConsumer\r\n\r\n# \u30c7\u30fc\u30bf\u306e\u30bf\u30fc\u30df\u30ca\u30eb\u51fa\u529b\r\ndef topic_to_tm(consumer):\r\n    print('\u30bf\u30fc\u30df\u30ca\u30eb \u51fa\u529b')\r\n\r\n    # Read data from kafka\r\n    try :\r\n        for message in consumer:\r\n            print (\"%s:%d:%d: key=%s value=%s\" % (message.topic, message.partition, message.offset, \r\n                                                    message.key, message.value.decode('utf-8')))\r\n    except KeyboardInterrupt :\r\n        print('\\r\\n Output to Terminal - interrupted!')\r\n        return\r\n\r\n# Kafka Topic \u304b\u3089\u306e\u30c7\u30fc\u30bf\u53d7\u53d6\r\ndef get_kafka_topic():\r\n    # Initialize consumer variable and set property for JSON decode\r\n    consumer = KafkaConsumer ('topic002', bootstrap_servers = ['kafka.akscfk231.svc.cluster.local:9092'])\r\n    print(consumer)\r\n    return consumer\r\n\r\n\r\nif __name__ == '__main__':\r\n    consumer = get_kafka_topic()\r\n    topic_to_tm(consumer)\r\n\r\nEvents:  &lt;none&gt;\r\n<\/code><\/pre>\n<h3>\u6d88\u8d39\u8005-Pod\u7684\u542f\u52a8<\/h3>\n<p>Pod\u7684\u6e05\u5355\u6587\u4ef6\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">apiVersion<\/span><span class=\"pi\">:<\/span> <span class=\"s\">v1<\/span>\r\n<span class=\"na\">kind<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Pod<\/span>\r\n<span class=\"na\">metadata<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">python-client2<\/span>\r\n  <span class=\"na\">namespace<\/span><span class=\"pi\">:<\/span> <span class=\"s\">akscfk231<\/span>\r\n<span class=\"na\">spec<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">containers<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"pi\">-<\/span> <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">python-client2<\/span>\r\n    <span class=\"na\">image<\/span><span class=\"pi\">:<\/span> <span class=\"s\">python:3.7.13-slim<\/span>\r\n    <span class=\"na\">command<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">bash<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">-c<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">exec<\/span> <span class=\"s\">tail<\/span> <span class=\"s\">-f<\/span> <span class=\"s\">\/dev\/null\"<\/span>\r\n    <span class=\"na\">volumeMounts<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">mountPath<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/pyturu<\/span>\r\n        <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">python-consumer<\/span>\r\n  <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"pi\">-<\/span> <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">python-consumer<\/span>\r\n    <span class=\"na\">configMap<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">python-consumer002-configmap<\/span>\r\n<\/code><\/pre>\n<p>\u542f\u52a8Pod\u5e76\u8fdb\u884c\u5fc5\u8981\u7684\u914d\u7f6e\u3002<\/p>\n<pre class=\"post-pre\"><code>## Pod\u8d77\u52d5\r\n$ kubectl apply -f python-client2.yaml                      \r\npod\/python-client2 created\r\n\r\n\r\n## Pod\u3078\u306e\u63a5\u7d9a\r\n$ kubectl exec -it python-client2 -- \/bin\/bash\r\nroot@python-client2:\/# \r\n\r\n\r\n## Python\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u78ba\u8a8d\r\nroot@python-client2:\/# cd \/pyturu\r\nroot@python-client2:\/pyturu# ls -l\r\ntotal 0\r\nlrwxrwxrwx 1 root root 27 Aug 18 08:53 topic002_consumer.py -&gt; ..data\/topic002_consumer.py\r\n\r\n\r\n## \u5fc5\u8981\u306aPython\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\nroot@python-client2:\/# pip install kafka-python\r\nCollecting kafka-python\r\n  Downloading kafka_python-2.0.2-py2.py3-none-any.whl (246 kB)\r\n     \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501 246.5\/246.5 KB 3.6 MB\/s eta 0:00:00\r\nInstalling collected packages: kafka-python\r\nSuccessfully installed kafka-python-2.0.2\r\n<\/code><\/pre>\n<hr \/>\n<h2>\u7a0b\u5e8f\u7684\u6267\u884c\u548c\u7ed3\u679c<\/h2>\n<p>\u9996\u5148\uff0c\u6211\u4eec\u6267\u884c Consumer \u7aef\u7684\u7a0b\u5e8f\uff0c\u5e76\u786e\u4fdd\u80fd\u591f\u63a5\u6536\u6570\u636e\u3002\u7136\u540e\uff0cProducer \u7aef\u751f\u6210\u6570\u636e\uff0c\u5e76\u5b9e\u65f6\u6839\u636e\u8bbe\u5b9a\u7684\u6570\u636e\u62bd\u53d6\u6761\u4ef6\u8fdb\u884c\u6570\u636e\u5904\u7406\uff0c\u5728 Consumer \u7aef\u786e\u8ba4\u63a5\u6536\u6570\u636e\u3002<\/p>\n<h3>\u6d88\u8d39\u8005\u65b9\u9762<\/h3>\n<p>\u5728\u8fde\u63a5\u5230Consumer-Pod\u7684\u72b6\u6001\u4e0b\uff0c\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u6267\u884c\u7a0b\u5e8f\uff0c\u8fdb\u5165\u6570\u636e\u63a5\u6536\u72b6\u6001\u3002<\/p>\n<pre class=\"post-pre\"><code>root@python-client2:\/pyturu# python topic002_consumer.py \r\n&lt;kafka.consumer.group.KafkaConsumer object at 0x7fe75aec91d0&gt;\r\n\u30bf\u30fc\u30df\u30ca\u30eb \u51fa\u529b\r\n\r\n<\/code><\/pre>\n<h3>\u751f\u4ea7\u8005\u65b9<\/h3>\n<p>\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u6267\u884c\u7a0b\u5e8f\uff1a\u6bcf0.5\u79d2\u751f\u621030\u4e2a\u6570\u636e\u3002<\/p>\n<pre class=\"post-pre\"><code>$ python cosmosdb_IoTdummy.py --mode db --db write --wait 0.5 --count 30\r\n\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u30c7\u30fc\u30bf\u66f8\u304d\u8fbc\u307f\r\n['1660834305.732015', 0, '111', 'O', '859-1514', '\u718a\u672c\u770c', 158.00226177654937, 50.97531387546896, '2022-08-18T23:51:45.732165']\r\n['1660834305.732184', 1, '111', 'O', '075-8277', '\u8328\u57ce\u770c', 170.42993612928407, 77.83170884785234, '2022-08-18T23:51:45.732221']\r\n['1660834305.732227', 2, '111', 'E', '554-6753', '\u5317\u6d77\u9053', 148.92876929443668, 82.22632577434096, '2022-08-18T23:51:45.732255']\r\n['1660834305.73226', 3, '111', 'B', '487-6201', '\u6ecb\u8cc0\u770c', 112.52823513843735, 71.56402107831435, '2022-08-18T23:51:45.732286']\r\n['1660834305.73229', 4, '111', 'N', '170-6136', '\u9752\u68ee\u770c', 119.9081080641646, 73.91280181768438, '2022-08-18T23:51:45.732314']\r\n['1660834305.732319', 5, '111', 'H', '394-5687', '\u798f\u4e95\u770c', 185.08908349053524, 54.60720831400024, '2022-08-18T23:51:45.732343']\r\n['1660834305.732347', 6, '111', 'O', '752-3195', '\u5fb3\u5cf6\u770c', 163.65979062146778, 68.80266444058988, '2022-08-18T23:51:45.732370']\r\n['1660834305.732374', 7, '111', 'V', '313-9684', '\u9ce5\u53d6\u770c', 186.76982229974786, 71.43296034005864, '2022-08-18T23:51:45.732397']\r\n['1660834305.732401', 8, '111', 'Q', '128-7149', '\u6c96\u7e04\u770c', 110.07222152971069, 74.39862438101605, '2022-08-18T23:51:45.732425']\r\n['1660834305.732429', 9, '111', 'R', '361-6022', '\u5175\u5eab\u770c', 166.9902488217956, 89.09971572382713, '2022-08-18T23:51:45.732452']\r\n['1660834305.732456', 10, '111', 'Z', '098-6251', '\u4e09\u91cd\u770c', 158.87197665118143, 81.01997557755357, '2022-08-18T23:51:45.732480']\r\n['1660834305.732488', 11, '111', 'O', '743-4912', '\u611b\u77e5\u770c', 168.45018805372104, 58.38400703727193, '2022-08-18T23:51:45.732513']\r\n['1660834305.732517', 12, '111', 'N', '244-6470', '\u5bae\u5d0e\u770c', 140.53376931066012, 81.83117092131732, '2022-08-18T23:51:45.732540']\r\n['1660834305.732544', 13, '111', 'U', '093-0428', '\u79cb\u7530\u770c', 137.67206357275325, 82.49823923324556, '2022-08-18T23:51:45.732571']\r\n['1660834305.732576', 14, '111', 'R', '918-1763', '\u9ce5\u53d6\u770c', 133.23228040733093, 79.4502829818707, '2022-08-18T23:51:45.732600']\r\n['1660834305.732604', 15, '111', 'J', '845-5792', '\u6803\u6728\u770c', 190.33081017479677, 56.93608388242184, '2022-08-18T23:51:45.732628']\r\n['1660834305.732632', 16, '111', 'H', '282-8691', '\u4e09\u91cd\u770c', 135.48589527133828, 68.90330426502534, '2022-08-18T23:51:45.732655']\r\n['1660834305.732659', 17, '111', 'R', '971-8072', '\u6771\u4eac\u90fd', 128.7487058948935, 75.92087004159501, '2022-08-18T23:51:45.732682']\r\n['1660834305.732686', 18, '111', 'C', '734-2744', '\u5c71\u68a8\u770c', 172.25052850462095, 53.00702358904964, '2022-08-18T23:51:45.732708']\r\n['1660834305.732712', 19, '111', 'I', '006-3248', '\u9e7f\u5150\u5cf6\u770c', 131.41670420062965, 84.72459508340276, '2022-08-18T23:51:45.732734']\r\n['1660834305.732738', 20, '111', 'W', '090-5446', '\u9999\u5ddd\u770c', 190.06449809221584, 81.7200152031348, '2022-08-18T23:51:45.732761']\r\n['1660834305.732765', 21, '111', 'G', '648-4463', '\u7fa4\u99ac\u770c', 182.8725661666906, 76.47743809460934, '2022-08-18T23:51:45.732788']\r\n['1660834305.732792', 22, '111', 'T', '911-9217', '\u5175\u5eab\u770c', 158.22348413535988, 64.60388246056716, '2022-08-18T23:51:45.732814']\r\n['1660834305.732818', 23, '111', 'C', '891-9247', '\u5317\u6d77\u9053', 176.11284094147544, 75.70547358717785, '2022-08-18T23:51:45.732840']\r\n['1660834305.732848', 24, '111', 'B', '060-1112', '\u5317\u6d77\u9053', 192.3259788508905, 79.94946793864301, '2022-08-18T23:51:45.732872']\r\n['1660834305.732876', 25, '111', 'Z', '953-7789', '\u5c71\u68a8\u770c', 124.87882930311295, 72.23162082053496, '2022-08-18T23:51:45.732899']\r\n['1660834305.732903', 26, '111', 'W', '364-3961', '\u798f\u4e95\u770c', 132.41009809155906, 65.1689165300587, '2022-08-18T23:51:45.732925']\r\n['1660834305.732929', 27, '111', 'P', '785-6103', '\u798f\u5cf6\u770c', 104.55147953912095, 66.21606634357327, '2022-08-18T23:51:45.732952']\r\n['1660834305.732956', 28, '111', 'Y', '916-4663', '\u5bae\u57ce\u770c', 194.5279802822507, 64.50228129345219, '2022-08-18T23:51:45.732978']\r\n['1660834305.732982', 29, '111', 'I', '904-0606', '\u65b0\u6f5f\u770c', 179.6807544670632, 69.48480016692815, '2022-08-18T23:51:45.733005']\r\n\r\nInserted 30 row(s) of data.\r\nDone.\r\n\r\n\u51e6\u7406\u6642\u9593:16.733893156051636 [sec]\r\n<\/code><\/pre>\n<h3>\u68c0\u67e5\u6d88\u8d39\u8005\u7aef\u7684\u6570\u636e<\/h3>\n<p>\u5728\u4e0a\u8ff0\u7684\u751f\u4ea7\u8005\u7aef\u768430\u4e2a\u6570\u636e\u4e2d\uff0c\u88ab\u63d0\u53d6\u51fa5\u4e2a\u6570\u636e\uff0c\u5176\u4e2d\u7b2c\u56db\u9879\uff08section\uff09\u4e3a\u300cC, E, F, W\u300d\uff0c\u5e76\u4f20\u9001\u5230\u6d88\u8d39\u8005\u7aef\u3002<\/p>\n<pre class=\"post-pre\"><code>root@python-client2:\/pyturu# python topic002_consumer.py\r\n&lt;kafka.consumer.group.KafkaConsumer object at 0x7f6d50f9e210&gt;\r\n\u30bf\u30fc\u30df\u30ca\u30eb \u51fa\u529b\r\ntopic002:0:0: key=None value={\"ID\":\"1660834305.732227\",\"CTID\":2,\"SECTION\":\"E\",\"IOT_STATE\":\"\u5317\u6d77\u9053\",\"VAL_1\":148.92876929443668,\"VAL_2\":82.22632577434096,\"CREATED_AT\":\"2022-08-18T23:51:45.732255\"}\r\ntopic002:0:1: key=None value={\"ID\":\"1660834305.732686\",\"CTID\":18,\"SECTION\":\"C\",\"IOT_STATE\":\"\u5c71\u68a8\u770c\",\"VAL_1\":172.25052850462095,\"VAL_2\":53.00702358904964,\"CREATED_AT\":\"2022-08-18T23:51:45.732708\"}\r\ntopic002:0:2: key=None value={\"ID\":\"1660834305.732738\",\"CTID\":20,\"SECTION\":\"W\",\"IOT_STATE\":\"\u9999\u5ddd\u770c\",\"VAL_1\":190.06449809221584,\"VAL_2\":81.7200152031348,\"CREATED_AT\":\"2022-08-18T23:51:45.732761\"}\r\ntopic002:0:3: key=None value={\"ID\":\"1660834305.732818\",\"CTID\":23,\"SECTION\":\"C\",\"IOT_STATE\":\"\u5317\u6d77\u9053\",\"VAL_1\":176.11284094147544,\"VAL_2\":75.70547358717785,\"CREATED_AT\":\"2022-08-18T23:51:45.732840\"}\r\ntopic002:0:4: key=None value={\"ID\":\"1660834305.732903\",\"CTID\":26,\"SECTION\":\"W\",\"IOT_STATE\":\"\u798f\u4e95\u770c\",\"VAL_1\":132.41009809155906,\"VAL_2\":65.1689165300587,\"CREATED_AT\":\"2022-08-18T23:51:45.732925\"}\r\n<\/code><\/pre>\n<hr \/>\n<h2>\u5176\u4ed6\u786e\u8ba4<\/h2>\n<h3>\u67e5\u770b\u6d41\u5a92\u4f53\u4fe1\u606f<\/h3>\n<p>\u8ba9\u6211\u4eec\u68c0\u67e5\u4e24\u4e2a\u6d41\u7684\u72b6\u6001\u3002\u9664\u4e86\u4e0a\u8ff0\u6570\u636e\u4e4b\u5916\uff0c\u6211\u4eec\u8fd8\u4eceProducer\u7aef\u6dfb\u52a0\u4e8630\u6761\u9644\u52a0\u6570\u636e\u3002<\/p>\n<pre class=\"post-pre\"><code>## ksql-client2 \u306e Pod\u306b\u63a5\u7d9a\u3057\u307e\u3059\r\n$ kubectl exec -it ksql-client2 -- \/bin\/bash\r\n[appuser@ksql-client2 ~]$ \r\n\r\n\r\n## stream001 \u306e\u72b6\u6cc1\r\n[appuser@ksql-client2 ~]$ ksql --execute \"DESCRIBE stream001 EXTENDED;\" -- http:\/\/ksqldb.akscfk231.svc.cluster.local:8088\r\nOpenJDK 64-Bit Server VM warning: Option UseConcMarkSweepGC was deprecated in version 9.0 and will likely be removed in a future release.\r\n\r\nName                 : STREAM001\r\nType                 : STREAM\r\nTimestamp field      : Not set - using &lt;ROWTIME&gt;\r\nKey format           : KAFKA\r\nValue format         : AVRO\r\nKafka topic          : topic001 (partitions: 1, replication: 3)\r\nStatement            : CREATE STREAM STREAM001 (ID STRING, CTID BIGINT, SECTION STRING, IOT_STATE STRING, VAL_1 DOUBLE, VAL_2 DOUBLE, CREATED_AT STRING) WITH (KAFKA_TOPIC='topic001', KEY_FORMAT='KAFKA', VALUE_FORMAT='AVRO');\r\n\r\n Field      | Type            \r\n------------------------------\r\n ID         | VARCHAR(STRING) \r\n CTID       | BIGINT          \r\n SECTION    | VARCHAR(STRING) \r\n IOT_STATE  | VARCHAR(STRING) \r\n VAL_1      | DOUBLE          \r\n VAL_2      | DOUBLE          \r\n CREATED_AT | VARCHAR(STRING) \r\n------------------------------\r\n\r\nSources that have a DROP constraint on this source\r\n--------------------------------------------------\r\nSTREAM002\r\n\r\nQueries that read from this STREAM\r\n-----------------------------------\r\nCSAS_STREAM002_1 (RUNNING) : CREATE STREAM STREAM002 WITH (KAFKA_TOPIC='topic002', PARTITIONS=1, REPLICAS=3, VALUE_FORMAT='JSON_SR') AS SELECT * FROM STREAM001 STREAM001 WHERE ((((STREAM001.SECTION = 'C') OR (STREAM001.SECTION = 'E')) OR (STREAM001.SECTION = 'F')) OR (STREAM001.SECTION = 'W')) EMIT CHANGES;\r\n\r\nFor query topology and execution plan please run: EXPLAIN &lt;QueryId&gt;\r\n\r\nRuntime statistics by host\r\n-------------------------\r\n Host                                             | Metric                    | Value      | Last Message             \r\n----------------------------------------------------------------------------------------------------------------------\r\n ksqldb-0.ksqldb.akscfk231.svc.cluster.local:8088 | consumer-messages-per-sec |          0 | 2022-08-18T15:15:46.583Z \r\n ksqldb-0.ksqldb.akscfk231.svc.cluster.local:8088 | consumer-total-bytes      |      15781 | 2022-08-18T15:15:46.583Z \r\n ksqldb-0.ksqldb.akscfk231.svc.cluster.local:8088 | consumer-total-messages   |         60 | 2022-08-18T15:15:46.583Z \r\n----------------------------------------------------------------------------------------------------------------------\r\n(Statistics of the local KSQL server interaction with the Kafka topic topic001)\r\n\r\n\r\n## stream002 \u306e\u72b6\u6cc1\r\n[appuser@ksql-client2 ~]$ ksql --execute \"DESCRIBE stream002 EXTENDED;\" -- http:\/\/ksqldb.akscfk231.svc.cluster.local:8088\r\nOpenJDK 64-Bit Server VM warning: Option UseConcMarkSweepGC was deprecated in version 9.0 and will likely be removed in a future release.\r\n\r\nName                 : STREAM002\r\nType                 : STREAM\r\nTimestamp field      : Not set - using &lt;ROWTIME&gt;\r\nKey format           : KAFKA\r\nValue format         : JSON_SR\r\nKafka topic          : topic002 (partitions: 1, replication: 3)\r\nStatement            : CREATE STREAM STREAM002 WITH (KAFKA_TOPIC='topic002', PARTITIONS=1, REPLICAS=3, VALUE_FORMAT='JSON_SR') AS SELECT *\r\nFROM STREAM001 STREAM001\r\nWHERE ((((STREAM001.SECTION = 'C') OR (STREAM001.SECTION = 'E')) OR (STREAM001.SECTION = 'F')) OR (STREAM001.SECTION = 'W'))\r\nEMIT CHANGES;\r\n\r\n Field      | Type            \r\n------------------------------\r\n ID         | VARCHAR(STRING) \r\n CTID       | BIGINT          \r\n SECTION    | VARCHAR(STRING) \r\n IOT_STATE  | VARCHAR(STRING) \r\n VAL_1      | DOUBLE          \r\n VAL_2      | DOUBLE          \r\n CREATED_AT | VARCHAR(STRING) \r\n------------------------------\r\n\r\nQueries that write from this STREAM\r\n-----------------------------------\r\nCSAS_STREAM002_1 (RUNNING) : CREATE STREAM STREAM002 WITH (KAFKA_TOPIC='topic002', PARTITIONS=1, REPLICAS=3, VALUE_FORMAT='JSON_SR') AS SELECT * FROM STREAM001 STREAM001 WHERE ((((STREAM001.SECTION = 'C') OR (STREAM001.SECTION = 'E')) OR (STREAM001.SECTION = 'F')) OR (STREAM001.SECTION = 'W')) EMIT CHANGES;\r\n\r\nFor query topology and execution plan please run: EXPLAIN &lt;QueryId&gt;\r\n\r\nRuntime statistics by host\r\n-------------------------\r\n Host                                             | Metric           | Value      | Last Message             \r\n-------------------------------------------------------------------------------------------------------------\r\n ksqldb-0.ksqldb.akscfk231.svc.cluster.local:8088 | messages-per-sec |          0 | 2022-08-18T15:15:46.577Z \r\n ksqldb-0.ksqldb.akscfk231.svc.cluster.local:8088 | total-messages   |         10 | 2022-08-18T15:15:46.577Z \r\n-------------------------------------------------------------------------------------------------------------\r\n(Statistics of the local KSQL server interaction with the Kafka topic topic002)\r\n\r\nConsumer Groups summary:\r\n\r\nConsumer Group       : _confluent-ksql-akscfk231.ksqldb_query_CSAS_STREAM002_1\r\n\r\nKafka topic          : topic001\r\nMax lag              : 0\r\n\r\n Partition | Start Offset | End Offset | Offset | Lag \r\n------------------------------------------------------\r\n 0         | 0            | 65         | 65     | 0   \r\n------------------------------------------------------\r\n<\/code><\/pre>\n<h3>\u786e\u8ba4Schme\u4fe1\u606f<\/h3>\n<p>\u4eceConfluent Control Center\u4e0b\u8f7d\u7684\u81ea\u52a8\u751f\u6210\u7684Schema\u4fe1\u606f\u901a\u8fc7\u4e24\u4e2a\u4e3b\u9898\u751f\u6210\uff0c\u5177\u4f53\u5982\u4e0b\uff1a<\/p>\n<h4>topic001\u7684Schema\u4fe1\u606f\u4f1a\u81ea\u52a8\u751f\u6210\u3002<\/h4>\n<pre class=\"post-pre\"><code>{\r\n  \"connect.name\": \"inferred_name__1785624689\",\r\n  \"fields\": [\r\n    {\r\n      \"name\": \"id\",\r\n      \"type\": \"string\"\r\n    },\r\n    {\r\n      \"name\": \"ctid\",\r\n      \"type\": \"long\"\r\n    },\r\n    {\r\n      \"name\": \"proc\",\r\n      \"type\": \"string\"\r\n    },\r\n    {\r\n      \"name\": \"section\",\r\n      \"type\": \"string\"\r\n    },\r\n    {\r\n      \"name\": \"iot_num\",\r\n      \"type\": \"string\"\r\n    },\r\n    {\r\n      \"name\": \"iot_state\",\r\n      \"type\": \"string\"\r\n    },\r\n    {\r\n      \"name\": \"val_1\",\r\n      \"type\": \"double\"\r\n    },\r\n    {\r\n      \"name\": \"val_2\",\r\n      \"type\": \"double\"\r\n    },\r\n    {\r\n      \"name\": \"created_at\",\r\n      \"type\": \"string\"\r\n    },\r\n    {\r\n      \"name\": \"_rid\",\r\n      \"type\": \"string\"\r\n    },\r\n    {\r\n      \"name\": \"_self\",\r\n      \"type\": \"string\"\r\n    },\r\n    {\r\n      \"name\": \"_etag\",\r\n      \"type\": \"string\"\r\n    },\r\n    {\r\n      \"name\": \"_attachments\",\r\n      \"type\": \"string\"\r\n    },\r\n    {\r\n      \"name\": \"_ts\",\r\n      \"type\": \"long\"\r\n    },\r\n    {\r\n      \"name\": \"_lsn\",\r\n      \"type\": \"long\"\r\n    }\r\n  ],\r\n  \"name\": \"inferred_name__1785624689\",\r\n  \"type\": \"record\"\r\n}\r\n<\/code><\/pre>\n<h4>\u81ea\u52a8\u751f\u6210\u7684topic002\u7684 Schema\u4fe1\u606f\u3002<\/h4>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n  <span class=\"nl\">\"properties\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"CREATED_AT\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"nl\">\"connect.index\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">6<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"nl\">\"oneOf\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"null\"<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"string\"<\/span>\r\n        <span class=\"p\">}<\/span>\r\n      <span class=\"p\">]<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"nl\">\"CTID\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"nl\">\"connect.index\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"nl\">\"oneOf\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"null\"<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"connect.type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"int64\"<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"integer\"<\/span>\r\n        <span class=\"p\">}<\/span>\r\n      <span class=\"p\">]<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"nl\">\"ID\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"nl\">\"connect.index\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">0<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"nl\">\"oneOf\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"null\"<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"string\"<\/span>\r\n        <span class=\"p\">}<\/span>\r\n      <span class=\"p\">]<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"nl\">\"IOT_STATE\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"nl\">\"connect.index\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">3<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"nl\">\"oneOf\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"null\"<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"string\"<\/span>\r\n        <span class=\"p\">}<\/span>\r\n      <span class=\"p\">]<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"nl\">\"SECTION\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"nl\">\"connect.index\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">2<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"nl\">\"oneOf\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"null\"<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"string\"<\/span>\r\n        <span class=\"p\">}<\/span>\r\n      <span class=\"p\">]<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"nl\">\"VAL_1\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"nl\">\"connect.index\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">4<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"nl\">\"oneOf\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"null\"<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"connect.type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"float64\"<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"number\"<\/span>\r\n        <span class=\"p\">}<\/span>\r\n      <span class=\"p\">]<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"nl\">\"VAL_2\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"nl\">\"connect.index\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">5<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"nl\">\"oneOf\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"null\"<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"connect.type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"float64\"<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"number\"<\/span>\r\n        <span class=\"p\">}<\/span>\r\n      <span class=\"p\">]<\/span>\r\n    <span class=\"p\">}<\/span>\r\n  <span class=\"p\">},<\/span>\r\n  <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"object\"<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<hr \/>\n<h2>\u603b\u7ed3<\/h2>\n<p>\u901a\u8fc7\u4f7f\u7528 Confluent for Kubernetes\uff08CFK\uff09\uff0c\u6211\u5728 Azure Kubernetes Service\uff08AKS\uff09\u4e0a\u90e8\u7f72\u4e86 Confluent Platform\uff0c\u5e76\u6210\u529f\u9a8c\u8bc1\u4e86\u6570\u636e\u6d41\u7684\u5b8c\u6574\u6027\uff0c\u5171\u8fdb\u884c\u4e86\u4e5d\u6b21\u786e\u8ba4\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u7b2c\uff11\u56de\uff1a#1 CP on AKS with CFK &#8211; \u6e96\u5099\u7de8<\/ul>\n<\/li>\n<\/ul>\n<p>\u7b2c\uff12\u56de\uff1a#2 CP on AKS with CFK &#8211; CCC\u8a8d\u8a3c\u7de8<\/p>\n<p>\u7b2c\uff13\u56de\uff1a#3 CP on AKS with CFK &#8211; Connector Plugin\u7de8<\/p>\n<p>\u7b2c\uff14\u56de\uff1a#4 CP on AKS with CFK &#8211; Topic\u4f5c\u6210\u7de8<\/p>\n<p>\u7b2c\uff15\u56de\uff1a#5 CP on AKS with CFK &#8211; Sink Connector\u4f5c\u6210\u7de8<\/p>\n<p>\u7b2c\uff16\u56de\uff1a#6 CP on AKS with CFK &#8211; Source Connector\u4f5c\u6210\u7de8<\/p>\n<p>\u7b2c\uff17\u56de\uff1a#7 CP on AKS with CFK &#8211; Simple\u30c6\u30b9\u30c8\u7de8<\/p>\n<p>\u7b2c\uff18\u56de\uff1a#8 CP on AKS with CFK &#8211; KSQL Stream \u4f5c\u6210\u7de8<\/p>\n<p>\u7b2c\uff19\u56de\uff1a#9 CP on AKS with CFK &#8211; \u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u7de8<\/p>\n<p>\u901a\u8fc7\u4f7f\u7528CFK\uff0c\u53ef\u4ee5\u4f7fConfluent\u5e73\u53f0\u5b9e\u73b0DevOps\uff08\u57fa\u7840\u8bbe\u65bd\u5373\u4ee3\u7801\u5316\uff09\u3002\u5982\u679c\u6709\u65f6\u95f4\u7684\u8bdd\uff0c\u6211\u60f3\u5c1d\u8bd5\u4e00\u4e0b\u3002<\/p>\n<h3>\u53c2\u8003\u4fe1\u606f<\/h3>\n<p>\u6211\u5df2\u7ecf\u53c2\u8003\u4e86\u60a8\u63d0\u4f9b\u7684\u4fe1\u606f\u3002\u975e\u5e38\u611f\u8c22\u3002<\/p>\n<p>\u5024\u8f6c\u6362\u5668\u548c\u952e\u8f6c\u6362\u5668\u7684\u6784\u6210<br \/>\n\u4f7f\u7528Kafka Connect\u4e0eSchema Registry<br \/>\nAvro\uff0cSchema Registry\u5165\u95e8<br \/>\n\u5173\u4e8eSchema Registry\u7684\u6587\u7ae0 \u4e00\uff1aConfluent Schema Registry<br \/>\nConfluent\u5e73\u53f0\u5907\u5fd8\u5f55-\uff083\uff09Schema Registry\u7b80\u6613\u6d4b\u8bd5<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u603b\u7ed3 Confluent for Kubernetes\uff08CFK\uff09\u662f\u4e00\u4e2a\u4e91\u539f\u751f\u63a7\u5236\u5e73\u9762\uff0c\u7528\u4e8e\u5728\u79c1\u6709\u4e91\u73af\u5883\uff08\u672c\u4f8b\u4e2d [&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-46934","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>\u6211\u5c1d\u8bd5\u4f7f\u7528 Kubernetes \u4e0a\u7684 Confluent for Kubernetes\uff0c\u5728 AKS \u4e0a\u914d\u7f6e Confluent Platform - \u6570\u636e\u6d41\u5904\u7406\u7248 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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