{"id":47132,"date":"2023-02-28T23:59:28","date_gmt":"2023-05-22T12:51:40","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e4%bd%bf%e7%94%a8aiven%e7%9a%84%e5%85%83%e6%95%b0%e6%8d%ae%e8%a7%a3%e6%9e%90%e5%99%a8%e6%9d%a5%e7%90%86%e8%a7%a3%e6%95%b0%e6%8d%ae%e7%9a%84%e6%b5%81%e7%a8%8b%e3%80%82\/"},"modified":"2024-04-29T16:47:42","modified_gmt":"2024-04-29T08:47:42","slug":"%e8%ae%a9%e6%88%91%e4%bb%ac%e4%bd%bf%e7%94%a8aiven%e7%9a%84%e5%85%83%e6%95%b0%e6%8d%ae%e8%a7%a3%e6%9e%90%e5%99%a8%e6%9d%a5%e7%90%86%e8%a7%a3%e6%95%b0%e6%8d%ae%e7%9a%84%e6%b5%81%e7%a8%8b%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9%e6%88%91%e4%bb%ac%e4%bd%bf%e7%94%a8aiven%e7%9a%84%e5%85%83%e6%95%b0%e6%8d%ae%e8%a7%a3%e6%9e%90%e5%99%a8%e6%9d%a5%e7%90%86%e8%a7%a3%e6%95%b0%e6%8d%ae%e7%9a%84%e6%b5%81%e7%a8%8b%e3%80%82\/","title":{"rendered":"\u8ba9\u6211\u4eec\u4f7f\u7528Aiven\u7684\u5143\u6570\u636e\u89e3\u6790\u5668\u6765\u7406\u89e3\u6570\u636e\u7684\u6d41\u7a0b"},"content":{"rendered":"<p>\u4f7f\u7528Aiven\u7684\u5143\u6570\u636e\u89e3\u6790\u5668\u6765\u4e86\u89e3\u6570\u636e\u6d41\u5411<\/p>\n<p>2022\u5e748\u67084\u65e5 &#8211; \u00e8r \u00e8r \u00e8r b\u0101 yu\u00e8 s\u00ec r\u00ec.<\/p>\n<h1>\u4e3a\u4e86\u7406\u89e3\u6570\u636e\u7684\u6d41\u52a8\uff0c\u4f7f\u7528Aiven\u7684\u5143\u6570\u636e\u89e3\u6790\u5668\u3002<\/h1>\n<p>\u968f\u7740\u6570\u636e\u8d44\u4ea7\u548c\u76f8\u5173\u6280\u672f\u7684\u589e\u52a0\uff0c\u7406\u89e3\u5b83\u4eec\u4e4b\u95f4\u7684\u5173\u8054\u6027\u53d8\u5f97\u56f0\u96be\u3002\u8ba9\u6211\u4eec\u63a2\u7d22\u4e00\u4e0b\u80fd\u591f\u63d0\u4f9b\u6709\u7528\u6d1e\u5bdf\u7684\u65b0\u5de5\u5177\u3002<\/p>\n<h2>\u7528 Aiven \u7684\u5143\u6570\u636e\u89e3\u6790\u5668\u6765\u7ba1\u7406\u6570\u636e\u8d44\u4ea7\u3002<\/h2>\n<p>\u73b0\u4ee3\u4f01\u4e1a\u4e2d\u6570\u636e\u7684\u6d41\u52a8\u901a\u5e38\u9700\u8981\u7ecf\u8fc7\u4e00\u7cfb\u5217\u8de8\u8d8a\u4e0d\u540c\u6280\u672f\u7684\u6b65\u9aa4\u6765\u5b9e\u73b0\u3002\u4ece\u540e\u7aef\u6570\u636e\u5e93\u5b58\u50a8\u7684\u6e90\u5e94\u7528\u7a0b\u5e8f\uff0c\u901a\u8fc7\u6279\u5904\u7406\u6216\u6d41\u5f0f\u6280\u672f\u8fdb\u884c\u8f6c\u6362\u548c\u4f20\u8f93\uff0c\u6570\u636e\u8d44\u4ea7\u6700\u7ec8\u62b5\u8fbe\u76ee\u6807\u7cfb\u7edf\uff0c\u5728\u90a3\u91cc\u88ab\u7528\u4e8e\u51b3\u7b56\u8fc7\u7a0b\uff0c\u6216\u8005\u53cd\u5411ETL\uff08\u62bd\u53d6\u3001\u8f6c\u6362\u548c\u52a0\u8f7d\uff09\u573a\u666f\u4e2d\u5411\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u53cd\u9988\u3002<\/p>\n<p>\u8ffd\u8e2a\u8fd9\u4e2a\u788e\u7247\u5316\u573a\u666f\u7684\u6bcf\u4e2a\u6b65\u9aa4\u662f\u4e00\u4e2a\u590d\u6742\u7684\u8fc7\u7a0b\uff0c\u901a\u5e38\u9700\u8981\u624b\u52a8\u5b8c\u6210\uff0c\u4f5c\u4e3a\u6587\u6863\u5316\u5de5\u4f5c\u7684\u4e00\u90e8\u5206\u3002\u7136\u800c\uff0c\u7531\u4e8e\u5b58\u5728\u8bb8\u591a\u5feb\u901f\u53d8\u52a8\u7684\u90e8\u5206\uff0c\u5f88\u5bb9\u6613\u5931\u53bb\u5168\u5c40\u89c6\u89d2\u3002\u5982\u679c\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\uff0c\u4f01\u4e1a\u53ef\u80fd\u4f1a\u9762\u4e34\u91cd\u590d\u52aa\u529b\u3001GDPR\u8fdd\u89c4\u3001\u5b89\u5168\u95ee\u9898\u7b49\u98ce\u9669\u3002<\/p>\n<p>\u56de\u7b54\u8fd9\u6837\u7684\u95ee\u9898\u5e94\u8be5\u5728\u51e0\u79d2\u949f\u6216\u51e0\u5206\u949f\u5185\u4ece\u67e5\u8be2\u4e2d\u5f97\u51fa\uff0c\u800c\u4e0d\u662f\u4eba\u4eec\u6d4f\u89c8\u8d85\u8fc7200\u9875\u7684\u6587\u6863\u3002\u56e0\u6b64\uff0c\u6709\u5fc5\u8981\u5c3d\u53ef\u80fd\u81ea\u52a8\u5316\u5730\u4ee5\u5171\u540c\u7684\u53ef\u67e5\u8be2\u683c\u5f0f\u6536\u96c6\u6570\u636e\u8d44\u4ea7\u7684\u8fdb\u7a0b\u3002<\/p>\n<h3>\u9690\u85cf\u7684\u5143\u6570\u636e\u8d22\u5bcc<\/h3>\n<p>\u5982\u4f55\u81ea\u52a8\u63d0\u53d6\u5173\u4e8e\u6570\u636e\u7684\u4fe1\u606f\uff1f\u8fd9\u4e9b\u4fe1\u606f\u7684\u5927\u90e8\u5206\u5b9e\u9645\u4e0a\u5b58\u5728\u4e8e\u5143\u6570\u636e\u4e2d\uff01<\/p>\n<p>\u4ee5PostgreSQL\u00ae\u4e3a\u4f8b\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u626b\u63cfinformation_schema\u8868\u6765\u5b8c\u6210\u8bb8\u591a\u4efb\u52a1\u3002\u901a\u8fc7\u67e5\u8be2columns\u3001pg_tables\u3001pg_user\u3001role_table_grants\u8868\uff0c\u4f60\u53ef\u4ee5\u4e86\u89e3\u54ea\u4e2a\u7528\u6237\u53ef\u4ee5\u67e5\u770b\u54ea\u4e2a\u8868\u7684\u54ea\u4e9b\u5b57\u6bb5\u7684\u6982\u8981\u3002\u901a\u8fc7\u6dfb\u52a0\u5bf9pg_views\u8868\u7684description\u5b57\u6bb5\u7684\u667a\u80fd\u89e3\u6790\uff0c\u4f60\u53ef\u4ee5\u8fdb\u4e00\u6b65\u8ffd\u8e2a\u6570\u636e\u5e93\u4e2d\u53d1\u751f\u7684\u6570\u636e\u8f6c\u6362\u3002<\/p>\n<p>\u901a\u8fc7\u4e3b\u9898\u63cf\u8ff0\u3001ACL\u3001\u6a21\u5f0f\u5b9a\u4e49\u548c\u8fde\u63a5\u5668\u8bbe\u7f6e\u4e2d\u5b58\u50a8\u7684\u5143\u6570\u636e\uff0c\u53ef\u4ee5\u521b\u5efa\u6570\u636e\u7684\u6765\u6e90\u548c\u76ee\u6807\u7684\u6620\u5c04\u3002\u540c\u65f6\uff0cApache Flink\u00ae\u80fd\u591f\u7406\u89e3\u6bcf\u4e2a\u6570\u636e\u6d41\u7684\u6e90\u548c\u76ee\u6807\u3002<\/p>\n<h4>\u4e0d\u540c\u7684\u6280\u672f\uff0c\u4e0d\u540c\u7684\u8bed\u8a00<\/h4>\n<p>\u5982\u679c\u6240\u6709\u7684\u6570\u636e\u65c5\u7a0b\u90fd\u9650\u5236\u5728\u5355\u4e00\u7684\u6280\u672f\u4e2d\uff0c\u95ee\u9898\u5c31\u4f1a\u5f97\u5230\u89e3\u51b3\uff01\u53ea\u9700\u8981\u5728\u5355\u4e00\u7684\u76ee\u5f55\u89c6\u56fe\/\u8868\u4e0a\u7a0d\u5fae\u5206\u6790\u4e00\u4e0b\u5143\u6570\u636e\uff0c\u5b8c\u6574\u7684\u7aef\u5230\u7aef\u6620\u5c04\u5c31\u5b8c\u6210\u4e86\u3002\u7136\u800c\uff0c\u901a\u5e38\u60c5\u51b5\u4e0b\u5e76\u4e0d\u662f\u8fd9\u6837\u3002\u4f8b\u5982\uff0c\u5728PostgreSQL\u4e2d\u662f\u8868\u683c\u548c\u5217\uff0c\u5728Apache Kafka\u4e2d\u662f\u4e3b\u9898\u3001\u6a21\u5f0f\u3001\u8fde\u63a5\u5668\uff0c\u5728OpenSearch\u00ae\u4e2d\u662f\u547d\u540d\u7a7a\u95f4\u548c\u7d22\u5f15\u3002<\/p>\n<h3>\u5171\u540c\u7684\u62bd\u8c61\u5316\uff1a\u56fe\u8bba<\/h3>\n<p>\u56e0\u6b64\uff0c\u8981\u6536\u96c6\u3001\u5408\u5e76\u5e76\u4f7f\u5177\u6709\u4e0d\u540c\u5f62\u72b6\u7684\u5143\u6570\u636e\u53ef\u7528\uff0c\u9700\u8981\u4ece\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u62bd\u8c61\u5316\u6570\u636e\u8d44\u4ea7\u7684\u5b9a\u4e49\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u56fe\u8bba\u975e\u5e38\u6709\u7528\uff0c\u53ef\u4ee5\u5c06\u6bcf\u4e2a\u5bf9\u8c61\u5b9a\u4e49\u4e3a\u8282\u70b9\uff0c\u5bf9\u8c61\u4e4b\u95f4\u7684\u8fde\u63a5\u5b9a\u4e49\u4e3a\u8fb9\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff1f\u30ce\u30fc\u30c9\u3067\u3059\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\">\u30c6\u30fc\u30d6\u30eb\uff1f\u30ce\u30fc\u30c9\uff0b\u6240\u5c5e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u30a8\u30c3\u30b8\u3067\u3059\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\">\u30ab\u30e9\u30e0\uff1f\u30ce\u30fc\u30c9\uff0b\u6240\u5c5e\u3059\u308b\u30c6\u30fc\u30d6\u30eb\u3078\u306e\u30a8\u30c3\u30b8\u3067\u3059\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\">\u30e6\u30fc\u30b6\u30fc\uff1f\u30ce\u30fc\u30c9 + \u305d\u306e\u30ce\u30fc\u30c9\u304c\u5c5e\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u30a8\u30c3\u30b8 + \u305d\u306e\u30ce\u30fc\u30c9\u304c\u30af\u30a8\u30ea\u30fc\/\u30d3\u30e5\u30fc\/\u7de8\u96c6\u3067\u304d\u308b\u3059\u3079\u3066\u306e\u30ce\u30fc\u30c9\u3078\u306e\u30a8\u30c3\u30b8\u3067\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Apache Kafka\u30bd\u30fc\u30b9\u30b3\u30cd\u30af\u30bf\u30fc\uff1f\u30ce\u30fc\u30c9\uff0b\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u5bfe\u3059\u308b\u30a8\u30c3\u30b8\uff0b\u3059\u3079\u3066\u306e\u5b9b\u5148\u30c8\u30d4\u30c3\u30af\u306b\u5bfe\u3059\u308b\u30a8\u30c3\u30b8\u3067\u3042\u308b\u3002<\/ul>\n<p>\u901a\u8fc7\u5c06\u8d44\u4ea7\u5b58\u50a8\u4e3a\u8282\u70b9\/\u8fb9\u7f18\u7684\u5f62\u5f0f\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u5bf9\u8c61\u5c5e\u6027\uff0c\u5982\u4e3b\u9898\u4fdd\u7559\u65f6\u95f4\u548c\u6570\u636e\u5e93\u89c6\u56fe\u7684SQL\u5b9a\u4e49\uff0c\u4e3a\u6bcf\u4e2a\u5b9e\u4f53\u6dfb\u52a0\u81ea\u5b9a\u4e49\u5c5e\u6027\u3002\u6b64\u5916\uff0c\u60a8\u8fd8\u53ef\u4ee5\u8fde\u63a5\u4e0d\u540c\u6280\u672f\u4e4b\u95f4\u7684\u8282\u70b9\uff01\u4f8b\u5982\uff0c\u60a8\u53ef\u4ee5\u5c06Apache Flink\u00ae\u4f5c\u4e1a\u83b7\u53d6\u7684\u6570\u636e\u8868\u548c\u8f6c\u6362\u540e\u7684\u8d44\u4ea7\u5b58\u50a8\u4e3aApache Kafka\u4e3b\u9898\uff0c\u5e76\u8fdb\u884c\u94fe\u63a5\u3002\u5982\u679c\u8ba4\u771f\u4f7f\u7528Avro\u548cKarapace\u6a21\u5f0f\u6ce8\u518c\u8868\uff0c\u60a8\u8fd8\u53ef\u4ee5\u8fde\u63a5\u6e90\u548c\u76ee\u6807\u5217\uff0c\u4ee5\u5b9e\u73b0\u5b8c\u6574\u7684\u6570\u636e\u8840\u7edf\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7c8b913a08637a69cbd1\/18-0.5\" alt=\"PostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30c6\u30fc\u30d6\u30eb\u3068\u30ab\u30e9\u30e0\u3001Kafka Connect\u30b3\u30cd\u30af\u30bf\u3001Apache Kafka\u3001Flink\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u683c\u7d0d\u3059\u308b\u30b0\u30e9\u30d5\u306e\u4f8b\" \/><\/div>\n<h3>\u770b\u8d77\u6765\u5f88\u96be\uff0c\u600e\u4e48\u505a\u5462\uff1f\u6b22\u8fce\u6765\u5230\u5143\u6570\u636e\u89e3\u6790\u5668\u3002<\/h3>\n<p>\u8981\u8c03\u7528RESTAPI\u7684\u7ec8\u7aef\u70b9\uff0c\u67e5\u8be2\u6570\u636e\u5e93\u8868\uff0c\u53d1\u9001HTTP\u8bf7\u6c42\u5e76\u5408\u5e76\u8f93\u51fa\uff0c\u9700\u8981\u7f16\u5199\u5927\u91cf\u4ee3\u7801\u3002\u4f7f\u7528\u5728Aiven\u5ba2\u6237\u7aef\u4e0a\u6784\u5efa\u7684\u5f00\u6e90\u9879\u76ee\u5143\u6570\u636e\u89e3\u6790\u5668\uff0c\u53ef\u4ee5\u5206\u6790\u5c5e\u4e8eAiven\u9879\u76ee\u7684\u670d\u52a1\uff0c\u5e76\u521b\u5efa\u6570\u636e\u8d44\u4ea7\u7684\u7f51\u7edc\u5730\u56fe\u3002<\/p>\n<h4>\u8fd0\u884c\u5143\u6570\u636e\u89e3\u6790\u5668\u3002<\/h4>\n<p>\u5728\u9879\u76ee\u4e2d\u8fd0\u884c\u5143\u6570\u636e\u89e3\u6790\u5668\u9700\u8981\u6ee1\u8db3\u4ee5\u4e0b\u524d\u63d0\u6761\u4ef6\uff1a<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Python 3.7<\/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\">\u6709\u52b9\u306aAiven\u30a2\u30ab\u30a6\u30f3\u30c8<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u89e3\u6790\u3057\u305f\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u540d\u524d<\/ul>\n<p>\u8bf7\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u8fdb\u884c\uff0c\u4e00\u65e6\u6536\u96c6\u5230\u4e0a\u8ff0\u5185\u5bb9\uff1a<\/p>\n<p>\u5c06metadata-parser\u5b58\u50a8\u5e93\u514b\u9686\u5e76\u79fb\u52a8\u5230metadata-parser\u6587\u4ef6\u5939\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code>git clone https:\/\/github.com\/aiven\/metadata-parser.git\r\ncd metadata-parser`\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u306b\u30b3\u30d4\u30fc\u3059\u308b\r\n<\/code><\/pre>\n<p>\u5b89\u88c5\u5fc5\u8981\u7684\u5e93\u3002<\/p>\n<pre class=\"post-pre\"><code>`pip install -r requirements.txt`\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u306b\u30b3\u30d4\u30fc\u3059\u308b\u3002\r\n<\/code><\/pre>\n<p>3. \u5c06conf\u6587\u4ef6\u5939\u5185\u7684conf.env.sample\u6587\u4ef6\u590d\u5236\u4e3aconf.env\u3002\u5728TOKEN\u548cPROJECT\u53c2\u6570\u4e2d\u6dfb\u52a0\u6709\u6548\u7684\u8ba4\u8bc1\u4ee4\u724c\u548c\u89e3\u6790\u7684\u9879\u76ee\u540d\u3002<br \/>\n4. \u5982\u679c\u9879\u76ee\u6ca1\u6709\u6b63\u5728\u8fd0\u884c\u7684\u670d\u52a1\uff0c\u53ef\u4ee5\u4f7f\u7528scripts\/create_services.sh\u811a\u672c\u521b\u5efa\u4e34\u65f6\u7684\u6d4b\u8bd5\u670d\u52a1\uff08\u4e3a\u4e86\u6b63\u786e\u521b\u5efa\u6570\u636e\u8d44\u4ea7\uff0c\u9700\u8981\u989d\u5916\u7684\u5de5\u5177\uff0c\u5982ksql\u3001psql\u3001mysql\u7b49\uff09\u3002<\/p>\n<p>\u4e3a\u4e86\u4ece\u9879\u76ee\u4e2d\u6536\u96c6\u5143\u6570\u636e\uff0c\u6267\u884c main.py \u6587\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code>`python main.py`\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u306b\u30b3\u30d4\u30fc\u3059\u308b\r\n<\/code><\/pre>\n<p>\u4f7f\u7528\u4e0a\u8ff0\u7684\u547d\u4ee4\u5bf9\u9879\u76ee\u8fdb\u884c\u5206\u6790\u5e76\u521b\u5efa\u3002<\/p>\n<ul class=\"post-ul\">\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30fb\u30b0\u30e9\u30d5\u3092\u542b\u3080\u30d5\u30a1\u30a4\u30eb nx.html.<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7c8b913a08637a69cbd1\/34-0.5\" alt=\"Graph in action\" \/><\/div>\n<p>DOT\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u60c5\u5831\u3092\u542b\u3080 graph_data.dot \u30d5\u30a1\u30a4\u30eb\u3002<\/p>\n<p>GML\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u60c5\u5831\u3092\u542b\u3080 graph_data.gml \u30d5\u30a1\u30a4\u30eb\u3002<\/p>\n<p>\u5982\u679c\u60f3\u8981\u62e5\u6709\u4e00\u79cd\u80fd\u591f\u7b5b\u9009\u4e00\u4e2a\u8282\u70b9\u5e76\u68c0\u67e5\u6240\u6709\u4f9d\u5b58\u5173\u7cfb\u7684\u4ea4\u4e92\u5f0f\u89c6\u56fe\u7684\u8bdd\uff0c\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c\uff1a<\/p>\n<pre class=\"post-pre\"><code>`python app.py`\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u306b\u30b3\u30d4\u30fc\u3059\u308b\r\n<\/code><\/pre>\n<p>app.py\u4f1a\u52a0\u8f7d\u4e4b\u524d\u6b65\u9aa4\u751f\u6210\u7684graph_data.gml\u6587\u4ef6\uff0c\u5e76\u4f7f\u7528[Plotly](https:\/\/plot.ly\/python\/)\u548c[Dash](https:\/\/plot.ly\/dash\/)\u521b\u5efa\u54cd\u5e94\u5f0f\u7684Web\u5e94\u7528\u7a0b\u5e8f\uff0c\u53ef\u4ee5\u5206\u6790\u56fe\u5f62\uff0c\u7b5b\u9009\u7279\u5b9a\u8282\u70b9\u7684\u7c7b\u578b\u6216\u540d\u79f0\u3002\u5f53\u5e94\u7528\u7a0b\u5e8f\u8fdb\u884c\u7b5b\u9009\u65f6\uff0c\u5c06\u663e\u793a\u4e0e\u8be5\u8282\u70b9\u8fde\u63a5\u7684\u5b50\u56fe\u3002\u53ef\u4ee5\u901a\u8fc7\u8bbf\u95ee http:\/\/127.0.0.1:8050\/ \u6765\u8bbf\u95eeDash\u5e94\u7528\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7c8b913a08637a69cbd1\/39-0.gif\" alt=\"\u30ce\u30fc\u30c9\u306e\u30ab\u30b9\u30bf\u30e0\u30fb\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3092\u53ef\u80fd\u306b\u3059\u308bDash\u30a2\u30d7\u30ea\u306e\u52d5\u4f5c\" \/><\/div>\n<p>\u606d\u559c\uff01\u73b0\u5728\u6211\u4eec\u80fd\u591f\u83b7\u53d6\u4e00\u5f20\u8de8\u8d8a\u5404\u79cd\u6280\u672f\u7684\u6570\u636e\u8d44\u4ea7\u7684\u5b8c\u6574\u5730\u56fe\uff0c\u4ee5\u67e5\u8be2\u4e3a\u57fa\u7840\u7684\u56fe\u5f62\u5f62\u5f0f\uff01<\/p>\n<p>\u5982\u679c\u60a8\u60f3\u5220\u9664\u5728\u7b2c4\u6b65\u4e2d\u521b\u5efa\u7684\u6d4b\u8bd5\u670d\u52a1\uff0c\u53ea\u9700\u6267\u884c scripts\/delete_services.sh \u3002<\/p>\n<h3>\u54c7\uff0c\u8fd9\u4e2a\u80fd\u7528\u5417\uff1f<\/h3>\n<p>\u73b0\u5728\uff0c\u8ba9\u6211\u4eec\u6765\u601d\u8003\u4e00\u4e0b\u5173\u4e8e\u8fd9\u4e2a\u95ee\u9898\uff1a<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u3053\u306e\u5217\u306f\u3069\u3053\u304b\u3089\u6765\u305f\u306e\u304b\uff1f<\/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\">GDPR\u306e\u8a55\u4fa1 &#8211; \u8ab0\u304c\u3053\u306e\u30c7\u30fc\u30bf\u3092\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304b\uff1f\u30c7\u30fc\u30bf\u306f\u3069\u306e\u3088\u3046\u306b\u64cd\u4f5c\u3055\u308c\u308b\u306e\u304b\uff1f<\/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\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u67fb &#8211; \u3069\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7de8\u96c6\u3067\u304d\u307e\u3059\u304b\uff1f<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u5f71\u97ff\u8a55\u4fa1 &#8211; X\u3092\u524a\u9664\u3057\u305f\u3089\u3069\u3046\u306a\u308b\u304b\uff1f<\/ul>\n<p>\u901a\u8fc7\u5206\u6790\u5143\u6570\u636e\u5e76\u4f7f\u7528\u4e00\u4e9b\u7f51\u7edc\u67e5\u8be2\u751f\u6210\u7684\u56fe\u8868\uff0c\u53ef\u4ee5\u56de\u7b54\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n<p>\u5143\u6570\u636e\u89e3\u6790\u5668\u662f\u4e00\u4e2a\u5b8c\u5168\u5f00\u6e90\u7684\u9879\u76ee\uff0c\u6b22\u8fce\u8d21\u732e\uff01\u7531\u4e8e\u8be5\u9879\u76ee\u4ecd\u5904\u4e8e\u65e9\u671f\u9636\u6bb5\uff0c\u56e0\u6b64\u53ef\u4ee5\u6db5\u76d6\u66f4\u591a\u5de5\u5177\uff0c\u6df1\u5165\u6316\u6398\u73b0\u6709\u5de5\u5177\u6216\u8005\u63a2\u7d22\u5206\u6790\u548c\u7ed3\u679c\u5c55\u793a\u7684\u5176\u4ed6\u65b9\u6cd5\u3002<\/p>\n<p>\u4ee5\u4e0b\u94fe\u63a5\u53ef\u80fd\u4f1a\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n<p>\u30b0\u30e9\u30d5\u7406\u8ad6\uff1a\u7570\u306a\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u304c\u30ce\u30fc\u30c9\u3001\u5c5e\u6027\u3001\u30a8\u30c3\u30b8\u3068\u3057\u3066\u3069\u306e\u3088\u3046\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3055\u308c\u308b\u304b\u3092\u7406\u89e3\u3059\u308b\u3002<\/p>\n<p>Aiven Command Line Interface: Python\u3067\u66f8\u304b\u308c\u305fAiven CLI\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u3092\u63a2\u7d22\u3057\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>Aiven API documentation: Aiven Command Line Interface\u3067\u4f7f\u7528\u3055\u308c\u308bAPI\u306e\u30ea\u30b9\u30c8\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<p>\u30e1\u30bf\u30c7\u30fc\u30bf\u30fb\u30d1\u30fc\u30b5\u30fc\u8ca2\u732e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3: \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3078\u306e\u8ca2\u732e\u65b9\u6cd5\u3092\u7406\u89e3\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f7f\u7528Aiven\u7684\u5143\u6570\u636e\u89e3\u6790\u5668\u6765\u4e86\u89e3\u6570\u636e\u6d41\u5411 2022\u5e748\u67084\u65e5 &#8211; \u00e8r \u00e8r \u00e8r b\u0101 yu\u00e8 [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-47132","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>\u8ba9\u6211\u4eec\u4f7f\u7528Aiven\u7684\u5143\u6570\u636e\u89e3\u6790\u5668\u6765\u7406\u89e3\u6570\u636e\u7684\u6d41\u7a0b - 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\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u8ba9\u6211\u4eec\u4f7f\u7528aiven\u7684\u5143\u6570\u636e\u89e3\u6790\u5668\u6765\u7406\u89e3\u6570\u636e\u7684\u6d41\u7a0b\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u8ba9\u6211\u4eec\u4f7f\u7528Aiven\u7684\u5143\u6570\u636e\u89e3\u6790\u5668\u6765\u7406\u89e3\u6570\u636e\u7684\u6d41\u7a0b\" \/>\n<meta property=\"og:description\" content=\"\u4f7f\u7528Aiven\u7684\u5143\u6570\u636e\u89e3\u6790\u5668\u6765\u4e86\u89e3\u6570\u636e\u6d41\u5411 2022\u5e748\u67084\u65e5 &#8211; \u00e8r \u00e8r \u00e8r b\u0101 yu\u00e8 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u8ba9\u6211\u4eec\u4f7f\u7528aiven\u7684\u5143\u6570\u636e\u89e3\u6790\u5668\u6765\u7406\u89e3\u6570\u636e\u7684\u6d41\u7a0b\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-22T12:51:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T08:47:42+00:00\" \/>\n<meta property=\"og:image\" 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