{"id":481,"date":"2024-12-24T00:14:46","date_gmt":"2024-12-23T16:14:46","guid":{"rendered":"https:\/\/www.laixuexila.com\/?p=481"},"modified":"2024-12-24T00:14:46","modified_gmt":"2024-12-23T16:14:46","slug":"amazon-athena%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.laixuexila.com\/index.php\/2024\/12\/24\/amazon-athena%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f\/","title":{"rendered":"Amazon Athena\u662f\u4ec0\u4e48\uff1f"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>Amazon Athena<\/strong> \u662f\u4e00\u79cd <strong>\u4ea4\u4e92\u5f0f\u67e5\u8be2\u670d\u52a1<\/strong>\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u6807\u51c6\u7684 SQL \u67e5\u8be2\u5b58\u50a8\u5728 <strong>Amazon S3<\/strong> \u4e2d\u7684\u7ed3\u6784\u5316\u3001\u534a\u7ed3\u6784\u5316\u6216\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u800c\u65e0\u9700\u52a0\u8f7d\u6216\u9884\u5904\u7406\u6570\u636e\u3002\u5b83\u5b8c\u5168\u6258\u7ba1\uff0c\u4e0d\u9700\u8981\u7ba1\u7406\u670d\u52a1\u5668\uff0c\u4e5f\u4e0d\u9700\u8981\u8fdb\u884cETL\uff08\u63d0\u53d6\u3001\u8f6c\u6362\u3001\u52a0\u8f7d\uff09\u64cd\u4f5c\uff0c\u652f\u6301\u6309\u9700\u67e5\u8be2\uff0c\u53ef\u4ee5\u5728\u6570\u636e\u91cf\u8f83\u5927\u65f6\u4f9d\u7136\u5feb\u901f\u54cd\u5e94\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Athena \u7684\u6838\u5fc3\u4f18\u52bf\u662f\u4f7f\u7528 <strong>Presto<\/strong> \u5f15\u64ce\uff0c\u8fd9\u662f\u4e00\u79cd\u5f00\u6e90\u5206\u5e03\u5f0f SQL \u67e5\u8be2\u5f15\u64ce\uff0c\u53ef\u4ee5\u9ad8\u6548\u5730\u67e5\u8be2\u5927\u6570\u636e\u96c6\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4e00\u3001Amazon Athena \u5173\u952e\u7279\u70b9<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">1\u3001<strong>\u65e0\u670d\u52a1\u5668\u67b6\u6784<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u65e0\u9700\u8bbe\u7f6e\u57fa\u7840\u8bbe\u65bd<\/strong>\uff1aAthena \u662f\u5b8c\u5168\u6258\u7ba1\u7684\uff0c\u65e0\u9700\u7ba1\u7406\u670d\u52a1\u5668\u6216\u96c6\u7fa4\u3002\u4f60\u53ea\u9700\u8981\u4e0a\u4f20\u6570\u636e\u5230 Amazon S3 \u4e2d\uff0c\u7136\u540e\u4f7f\u7528 Athena \u8fdb\u884c\u67e5\u8be2\u3002<\/li>\n\n\n\n<li><strong>\u6309\u9700\u4ed8\u8d39<\/strong>\uff1a\u4f60\u53ea\u9700\u4e3a\u67e5\u8be2\u7684\u6570\u636e\u626b\u63cf\u91cf\u4ed8\u8d39\uff0c\u6309\u67e5\u8be2\u7ed3\u679c\u7684\u5b57\u8282\u6570\u8ba1\u7b97\u8d39\u7528\u3002\u56e0\u6b64\uff0cAthena \u9002\u5408\u90a3\u4e9b\u67e5\u8be2\u4e0d\u9891\u7e41\u4f46\u6570\u636e\u91cf\u8f83\u5927\u7684\u5e94\u7528\u573a\u666f\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">2\u3001<strong>SQL \u67e5\u8be2\u652f\u6301<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Athena \u652f\u6301\u6807\u51c6\u7684 <strong>ANSI SQL<\/strong>\uff0c\u56e0\u6b64\u5982\u679c\u4f60\u719f\u6089 SQL \u8bed\u6cd5\uff0c\u4f7f\u7528 Athena \u67e5\u8be2\u6570\u636e\u975e\u5e38\u7b80\u5355\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528 <strong>JOIN<\/strong>\u3001<strong>GROUP BY<\/strong>\u3001<strong>ORDER BY<\/strong>\u3001<strong>WINDOW<\/strong> \u51fd\u6570\u7b49 SQL \u529f\u80fd\uff0c\u6267\u884c\u590d\u6742\u7684\u67e5\u8be2\u548c\u5206\u6790\u64cd\u4f5c\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">3\u3001<strong>\u652f\u6301\u591a\u79cd\u6570\u636e\u683c\u5f0f<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Athena \u652f\u6301\u591a\u79cd\u6570\u636e\u683c\u5f0f\uff0c\u5305\u62ec\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>CSV<\/strong><\/li>\n\n\n\n<li><strong>JSON<\/strong><\/li>\n\n\n\n<li><strong>Parquet<\/strong><\/li>\n\n\n\n<li><strong>ORC<\/strong><\/li>\n\n\n\n<li><strong>Avro<\/strong><\/li>\n\n\n\n<li><strong>Apache Logs<\/strong><\/li>\n\n\n\n<li><strong>TSV<\/strong><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u5bf9\u4e8e <strong>\u5217\u5f0f\u5b58\u50a8\u683c\u5f0f<\/strong>\uff08\u5982 Parquet \u548c ORC\uff09\uff0cAthena \u67e5\u8be2\u7684\u6548\u7387\u975e\u5e38\u9ad8\uff0c\u901a\u5e38\u6bd4\u884c\u5f0f\u5b58\u50a8\u683c\u5f0f\uff08\u5982 CSV \u548c JSON\uff09\u66f4\u8282\u7701\u5b58\u50a8\u548c\u67e5\u8be2\u6210\u672c\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">4\u3001<strong>\u9ad8\u5ea6\u96c6\u6210\u7684 AWS \u670d\u52a1<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Athena \u4e0e\u5176\u4ed6 AWS \u670d\u52a1\u7d27\u5bc6\u96c6\u6210\uff0c\u7279\u522b\u662f\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>AWS Glue<\/strong>\uff1a\u53ef\u4ee5\u5229\u7528 AWS Glue \u6570\u636e\u76ee\u5f55\u5b58\u50a8\u8868\u7684\u5143\u6570\u636e\u3002<\/li>\n\n\n\n<li><strong>Amazon QuickSight<\/strong>\uff1a\u53ef\u4ee5\u4e0e Athena \u914d\u5408\u4f7f\u7528\uff0c\u8fdb\u884c\u5feb\u901f\u7684\u53ef\u89c6\u5316\u5206\u6790\u3002<\/li>\n\n\n\n<li><strong>AWS Lambda<\/strong>\uff1a\u53ef\u4ee5\u901a\u8fc7 Athena \u4e0e Lambda \u51fd\u6570\u8fdb\u884c\u81ea\u52a8\u5316\u64cd\u4f5c\uff0c\u4f8b\u5982\u5f53\u67e5\u8be2\u5b8c\u6210\u65f6\u89e6\u53d1\u901a\u77e5\u3002<\/li>\n\n\n\n<li><strong>Amazon S3<\/strong>\uff1a\u6570\u636e\u5b58\u50a8\u5728 S3 \u4e2d\uff0c\u76f4\u63a5\u4ece S3 \u67e5\u8be2\uff0c\u65e0\u9700\u989d\u5916\u7684\u6570\u636e\u52a0\u8f7d\u6216\u5b58\u50a8\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">5\u3001<strong>\u81ea\u52a8\u6269\u5c55<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Athena \u6839\u636e\u67e5\u8be2\u7684\u590d\u6742\u6027\u548c\u6570\u636e\u91cf\uff0c\u81ea\u52a8\u8fdb\u884c\u6269\u5c55\uff0c\u4e0d\u9700\u8981\u7528\u6237\u624b\u52a8\u914d\u7f6e\u96c6\u7fa4\u5927\u5c0f\u6216\u5e76\u884c\u5ea6\u3002\u5176\u80cc\u540e\u7684\u5206\u5e03\u5f0f\u67e5\u8be2\u5f15\u64ce\uff08Presto\uff09\u53ef\u4ee5\u9ad8\u6548\u5730\u5206\u914d\u4efb\u52a1\uff0c\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">6\u3001<strong>\u652f\u6301\u5206\u533a\u548c\u5217\u5f0f\u5b58\u50a8<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5206\u533a\u652f\u6301<\/strong>\uff1a\u901a\u8fc7\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u533a\uff08\u4f8b\u5982\u6309\u65e5\u671f\u3001\u5730\u57df\u7b49\u7ef4\u5ea6\uff09\uff0c\u4f60\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u67e5\u8be2\u6027\u80fd\uff0c\u56e0\u4e3a Athena \u53ea\u4f1a\u626b\u63cf\u76f8\u5173\u7684\u5206\u533a\u6570\u636e\u3002<\/li>\n\n\n\n<li><strong>\u5217\u5f0f\u5b58\u50a8\u4f18\u5316<\/strong>\uff1a\u5b58\u50a8\u4e3a Parquet\u3001ORC \u7b49\u683c\u5f0f\u65f6\uff0cAthena \u80fd\u591f\u4f18\u5316\u8bfb\u53d6\u548c\u67e5\u8be2\u6027\u80fd\uff0c\u5c24\u5176\u9002\u7528\u4e8e\u5206\u6790\u7c7b\u67e5\u8be2\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">7\u3001<strong>\u517c\u5bb9\u6027\u548c\u6269\u5c55\u6027<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Athena \u63d0\u4f9b\u4e86\u4e0e <strong>Presto<\/strong> \u76f8\u540c\u7684 SQL \u529f\u80fd\uff0c\u5e76\u652f\u6301\u4e0e\u7b2c\u4e09\u65b9\u5de5\u5177\u548c\u5e94\u7528\u7684\u96c6\u6210\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7 <strong>JDBC\/ODBC<\/strong> \u8fde\u63a5 Athena\uff0c\u4ece\u800c\u4f7f\u7528 BI \u5de5\u5177\uff08\u5982 Tableau\u3001Excel\u3001Power BI \u7b49\uff09\u8fdb\u884c\u5206\u6790\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">8\u3001<strong>\u6570\u636e\u5b89\u5168<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AWS IAM<\/strong>\uff08Identity and Access Management\uff09\uff1aAthena \u652f\u6301\u57fa\u4e8e IAM \u89d2\u8272\u548c\u7b56\u7565\u8fdb\u884c\u7cbe\u7ec6\u5316\u7684\u6743\u9650\u63a7\u5236\u3002<\/li>\n\n\n\n<li><strong>S3 \u5b58\u50a8\u6876\u52a0\u5bc6<\/strong>\uff1a\u4f60\u53ef\u4ee5\u4e3a\u5b58\u50a8\u5728 S3 \u4e2d\u7684\u6570\u636e\u542f\u7528\u52a0\u5bc6\uff08\u5982\u4f7f\u7528 AWS KMS \u6216 S3 SSE\uff09\uff0c\u786e\u4fdd\u6570\u636e\u7684\u5b89\u5168\u6027\u3002<\/li>\n\n\n\n<li><strong>VPC \u8fde\u63a5<\/strong>\uff1aAthena \u652f\u6301\u5728 Amazon VPC \u5185\u8fd0\u884c\uff0c\u786e\u4fdd\u67e5\u8be2\u5728\u5b89\u5168\u7684\u7f51\u7edc\u73af\u5883\u4e2d\u8fdb\u884c\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">9\u3001<strong>\u652f\u6301\u591a\u79cd\u8f93\u51fa\u683c\u5f0f<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u67e5\u8be2\u7ed3\u679c\u53ef\u4ee5\u8f93\u51fa\u5230 S3\uff0c\u652f\u6301\u591a\u79cd\u683c\u5f0f\uff0c\u5982 CSV\u3001JSON \u6216 Parquet\u3002\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49\u67e5\u8be2\u7ed3\u679c\u7684\u683c\u5f0f\u548c\u8def\u5f84\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e8c\u3001<strong>Amazon Athena \u4f7f\u7528\u6d41\u7a0b<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">1\u3001<strong>\u4e0a\u4f20\u6570\u636e\u5230 S3<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c06\u4f60\u7684\u6570\u636e\u5b58\u50a8\u5728 Amazon S3 \u4e2d\uff0cAthena \u53ef\u4ee5\u76f4\u63a5\u67e5\u8be2\u8fd9\u4e9b\u6570\u636e\u3002\u6570\u636e\u53ef\u4ee5\u662f\u7ed3\u6784\u5316\u7684\uff08\u4f8b\u5982 CSV\u3001Parquet\uff09\u6216\u534a\u7ed3\u6784\u5316\u7684\uff08\u4f8b\u5982 JSON\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">2\u3001<strong>\u521b\u5efa\u6570\u636e\u5e93\u548c\u8868<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528 Athena \u521b\u5efa\u6570\u636e\u5e93\uff0c\u5e76\u5c06\u6570\u636e\u7ed3\u6784\u5b9a\u4e49\u4e3a\u8868\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7 <strong>CREATE DATABASE<\/strong> \u548c <strong>CREATE TABLE<\/strong> SQL \u8bed\u53e5\u6765\u5b9a\u4e49\u8868\u7684\u7ed3\u6784\uff0c\u6216\u8005\u4f7f\u7528 <strong>AWS Glue \u6570\u636e\u76ee\u5f55<\/strong> \u6765\u81ea\u52a8\u751f\u6210\u8868\u3002 \u793a\u4f8b\uff1a<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>   CREATE DATABASE my_database;\n\n   CREATE EXTERNAL TABLE my_table (\n       id INT,\n       name STRING,\n       age INT,\n       created_at STRING\n   )\n   ROW FORMAT DELIMITED\n   FIELDS TERMINATED BY ','\n   STORED AS TEXTFILE\n   LOCATION 's3:\/\/my-bucket\/my-data\/';<\/code><\/pre>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>\u67e5\u8be2\u6570\u636e<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528 SQL \u67e5\u8be2\u6570\u636e\u3002Athena \u652f\u6301\u5e38\u89c1\u7684 SQL \u64cd\u4f5c\uff0c\u5982 <code>SELECT<\/code>\u3001<code>JOIN<\/code>\u3001<code>GROUP BY<\/code>\u3001<code>HAVING<\/code> \u7b49\uff0c\u53ef\u4ee5\u6267\u884c\u590d\u6742\u7684\u6570\u636e\u67e5\u8be2\u4efb\u52a1\u3002 \u793a\u4f8b\uff1a<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>   SELECT * FROM my_table WHERE age &gt; 30;<\/code><\/pre>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li><strong>\u67e5\u770b\u67e5\u8be2\u7ed3\u679c<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u67e5\u8be2\u7ed3\u679c\u5c06\u8f93\u51fa\u5230 Athena \u63a7\u5236\u53f0\uff0c\u6216\u8005\u4f60\u53ef\u4ee5\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6307\u5b9a\u7684 S3 \u8def\u5f84\u4e2d\u3002\u67e5\u8be2\u7ed3\u679c\u53ef\u4ee5\u4fdd\u5b58\u4e3a CSV\u3001JSON \u6216 Parquet \u683c\u5f0f\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u4f60\u7684\u9700\u6c42\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e09\u3001<strong>Amazon Athena \u5b9a\u4ef7<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Athena \u7684\u5b9a\u4ef7\u975e\u5e38\u7b80\u5355\u4e14\u7075\u6d3b\uff0c\u57fa\u4e8e\u4f60\u626b\u63cf\u7684\u6570\u636e\u91cf\u8ba1\u8d39\u3002\u5176\u8d39\u7528\u6309\u7167\u6bcf\u6b21\u67e5\u8be2\u626b\u63cf\u7684\u6570\u636e\u91cf\uff08\u4ee5\u5b57\u8282\u4e3a\u5355\u4f4d\uff09\u6536\u8d39\uff0c\u56e0\u6b64\uff0c\u4f18\u5316\u67e5\u8be2\u548c\u6570\u636e\u683c\u5f0f\u975e\u5e38\u91cd\u8981\u3002\u6bcf\u67e5\u8be2 1TB \u6570\u636e\u7684\u8d39\u7528\u5927\u7ea6\u662f <strong>5 \u7f8e\u5143<\/strong>\uff082024\u5e74\u4ef7\u683c\uff09\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u4f18\u5316 Athena \u67e5\u8be2\u6210\u672c<\/strong>\uff1a<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f7f\u7528\u5217\u5f0f\u5b58\u50a8\u683c\u5f0f<\/strong>\uff1a\u4f8b\u5982 Parquet \u6216 ORC\uff0c\u8fd9\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u626b\u63cf\u7684\u6570\u636e\u91cf\u3002<\/li>\n\n\n\n<li><strong>\u5206\u533a\u6570\u636e<\/strong>\uff1a\u901a\u8fc7\u5c06\u6570\u636e\u6309\u67d0\u4e9b\u5b57\u6bb5\u5206\u533a\uff08\u4f8b\u5982\u65e5\u671f\u3001\u5730\u533a\u7b49\uff09\uff0c\u53ef\u4ee5\u51cf\u5c11\u67e5\u8be2\u65f6\u9700\u8981\u626b\u63cf\u7684\u6570\u636e\u91cf\u3002<\/li>\n\n\n\n<li><strong>\u538b\u7f29\u6570\u636e<\/strong>\uff1a\u538b\u7f29\u5b58\u50a8\u7684\u6570\u636e\uff08\u4f8b\u5982\u4f7f\u7528 Snappy \u6216 GZIP \u683c\u5f0f\uff09\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u51cf\u5c11\u626b\u63cf\u7684\u6570\u636e\u91cf\u3002<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u5408\u9002\u7684\u67e5\u8be2\u6761\u4ef6<\/strong>\uff1a\u786e\u4fdd\u67e5\u8be2\u6761\u4ef6\u80fd\u591f\u6709\u6548\u9650\u5236\u6570\u636e\u626b\u63cf\u7684\u8303\u56f4\uff08\u4f8b\u5982\u6309\u65e5\u671f\u8fc7\u6ee4\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u56db\u3001<strong>Amazon Athena \u5e38\u89c1\u5e94\u7528\u573a\u666f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">1\u3001<strong>\u65e5\u5fd7\u5206\u6790<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Athena \u975e\u5e38\u9002\u5408\u5206\u6790\u5b58\u50a8\u5728 Amazon S3 \u4e2d\u7684\u65e5\u5fd7\u6587\u4ef6\uff08\u5982 Apache\u3001Nginx\u3001CloudTrail \u7b49\uff09\u3002\u901a\u8fc7 Athena \u67e5\u8be2\u65e5\u5fd7\u6570\u636e\uff0c\u7528\u6237\u53ef\u4ee5\u5b9e\u65f6\u53d1\u73b0\u7cfb\u7edf\u95ee\u9898\u3001\u8fdb\u884c\u5b89\u5168\u5ba1\u8ba1\u7b49\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">2\u3001<strong>\u6570\u636e\u6e56\u67e5\u8be2<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u6570\u636e\u6e56\u67b6\u6784\u4e2d\uff0c\u6570\u636e\u5b58\u50a8\u5728 S3 \u4e2d\uff0cAthena \u4f7f\u5f97\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u5206\u6790\u5e08\u53ef\u4ee5\u76f4\u63a5\u5bf9\u6570\u636e\u6e56\u4e2d\u7684\u539f\u59cb\u6570\u636e\u8fdb\u884c\u67e5\u8be2\u5206\u6790\uff0c\u800c\u4e0d\u9700\u8981\u8fc1\u79fb\u6570\u636e\u5230\u4f20\u7edf\u7684\u5173\u7cfb\u6570\u636e\u5e93\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">3\u3001<strong>\u6309\u9700\u62a5\u544a\u751f\u6210<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Athena \u53ef\u4ee5\u7528\u4e8e\u5feb\u901f\u751f\u6210\u62a5\u544a\u6216\u5bf9 S3 \u4e2d\u7684\u5386\u53f2\u6570\u636e\u8fdb\u884c\u5b9a\u671f\u5206\u6790\uff0c\u9002\u5408\u5927\u89c4\u6a21\u3001\u5468\u671f\u6027\u62a5\u544a\u751f\u6210\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">4\u3001<strong>\u5546\u4e1a\u667a\u80fd\u548c\u6570\u636e\u5206\u6790<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Athena \u4e0e <strong>Amazon QuickSight<\/strong> \u96c6\u6210\uff0c\u80fd\u591f\u76f4\u63a5\u4ece S3 \u4e2d\u8bfb\u53d6\u6570\u636e\u8fdb\u884c\u5206\u6790\uff0c\u5e2e\u52a9\u4e1a\u52a1\u56e2\u961f\u5b9e\u65f6\u83b7\u53d6\u62a5\u8868\u548c\u53ef\u89c6\u5316\u5206\u6790\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">5\u3001<strong>\u6570\u636e\u8fc1\u79fb\u4e0e\u8f6c\u6362<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Athena \u652f\u6301\u901a\u8fc7 SQL \u67e5\u8be2\u5bf9\u5b58\u50a8\u5728 S3 \u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8f6c\u6362\uff0c\u5982\u4ece CSV \u8f6c\u6362\u4e3a Parquet \u6216 ORC \u683c\u5f0f\uff0c\u4ee5\u4f18\u5316\u540e\u7eed\u67e5\u8be2\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">6\u3001<strong>\u5927\u6570\u636e\u5206\u6790<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7531\u4e8e Athena \u662f\u57fa\u4e8e Presto \u5f15\u64ce\u7684\uff0c\u80fd\u591f\u9ad8\u6548\u5730\u5904\u7406\u5927\u6570\u636e\u96c6\uff0c\u56e0\u6b64\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u6570\u636e\u5206\u6790\u4efb\u52a1\uff0c\u5c24\u5176\u662f\u4e0e S3 \u6570\u636e\u96c6\u6210\u65f6\u7684\u5feb\u901f\u5206\u6790\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u603b\u7ed3<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Amazon Athena \u63d0\u4f9b\u4e86\u4e00\u79cd\u4fbf\u6377\u4e14\u9ad8\u6548\u7684\u65b9\u5f0f\u6765\u67e5\u8be2\u5b58\u50a8\u5728 Amazon S3 \u4e2d\u7684\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u3002\u5b83\u901a\u8fc7 SQL \u8bed\u6cd5\u652f\u6301\u5feb\u901f\u3001\u6309\u9700\u7684\u6570\u636e\u5206\u6790\uff0c\u5e76\u4e14\u5b8c\u5168\u6258\u7ba1\uff0c\u65e0\u9700\u7ba1\u7406\u57fa\u7840\u8bbe\u65bd\u3002Athena \u9002\u7528\u4e8e\u5404\u79cd\u573a\u666f\uff0c\u7279\u522b\u662f\u5728\u5927\u6570\u636e\u5206\u6790\u3001\u65e5\u5fd7\u5206\u6790\u3001\u6570\u636e\u6e56\u67e5\u8be2\u7b49\u65b9\u9762\uff0c\u5e2e\u52a9\u7528\u6237\u8f7b\u677e\u7ba1\u7406\u548c\u5206\u6790\u5927\u89c4\u6a21\u6570\u636e\u96c6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u51ed\u501f\u5176\u5f3a\u5927\u7684\u67e5\u8be2\u80fd\u529b\u3001\u4f4e\u6210\u672c\u3001\u9ad8\u5ea6\u96c6\u6210\u7684\u7279\u70b9\uff0cAthena \u662f\u73b0\u4ee3\u6570\u636e\u67b6\u6784\u4e2d\u975e\u5e38\u91cd\u8981\u7684\u4e00\u4e2a\u7ec4\u4ef6\uff0c\u5c24\u5176\u662f\u5728\u9700\u8981\u9891\u7e41\u67e5\u8be2\u5927\u91cf\u6570\u636e\u4f46\u4e0d\u5e0c\u671b\u7ba1\u7406\u590d\u6742\u57fa\u7840\u8bbe\u65bd\u7684\u573a\u666f\u4e0b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Amazon Athena \u662f\u4e00\u79cd \u4ea4\u4e92\u5f0f\u67e5\u8be2\u670d\u52a1\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u6807\u51c6\u7684 SQL \u67e5\u8be2\u5b58\u50a8\u5728 Amazo [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[36],"tags":[],"class_list":["post-481","post","type-post","status-publish","format-standard","hentry","category-sql"],"_links":{"self":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/481","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/comments?post=481"}],"version-history":[{"count":1,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/481\/revisions"}],"predecessor-version":[{"id":482,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/481\/revisions\/482"}],"wp:attachment":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/media?parent=481"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/categories?post=481"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/tags?post=481"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}