{"id":4307,"date":"2025-12-31T16:02:41","date_gmt":"2025-12-31T08:02:41","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=4307"},"modified":"2025-12-31T16:02:41","modified_gmt":"2025-12-31T08:02:41","slug":"a-comprehensive-analysis-of-aws-athena-pricing-a-practical-strategy-to-save-up-to-90-on-query-costs","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ja\/aws-athena\u306e\u4fa1\u683c\u8a2d\u5b9a\u306e\u5305\u62ec\u7684\u306a\u5206\u6790\u3001\u30af\u30a8\u30ea\u30b3\u30b9\u30c8\u3092\u6700\/","title":{"rendered":"AWS Athena \u306e\u6599\u91d1\u4f53\u7cfb\u3092\u5305\u62ec\u7684\u306b\u5206\u6790\uff1a\u30af\u30a8\u30ea\u30b3\u30b9\u30c8\u3092\u6700\u5927 90% \u7bc0\u7d04\u3059\u308b\u5b9f\u8df5\u7684\u306a\u6226\u7565"},"content":{"rendered":"

\u73fe\u4ee3\u306e\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u4f01\u696d\u3067\u306f\u3001Amazon S3 \u306b\u4fdd\u5b58\u3055\u308c\u305f\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u8fc5\u901f\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002AWS Athena \u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30af\u30a8\u30ea\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u57fa\u76e4\u3068\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u6a19\u6e96 SQL \u3092\u4f7f\u7528\u3057\u3066 S3 \u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001Athena \u306e\u30b3\u30b9\u30c8\u7ba1\u7406\u3068\u30af\u30a8\u30ea\u52b9\u7387\u306e\u6700\u9069\u5316\u306f\u3001\u4f01\u696d\u306b\u3068\u3063\u3066\u6700\u512a\u5148\u4e8b\u9805\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Athena \u306e\u6599\u91d1\u30e2\u30c7\u30eb\u3001\u30b3\u30b9\u30c8\u8981\u56e0\u3001\u305d\u3057\u3066\u6700\u9069\u5316\u6226\u7565\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7d4c\u8cbb\u3092\u524a\u6e1b\u3057\u306a\u304c\u3089\u30c7\u30fc\u30bf\u5206\u6790\u80fd\u529b\u3092\u5411\u4e0a\u3055\u305b\u308b\u304a\u624b\u4f1d\u3044\u3092\u3057\u307e\u3059\u3002<\/p>\n

AWS Athena \u3068\u306f\u4f55\u3067\u3059\u304b?<\/h4>\n

AWS Athena \u306f... \u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30af\u30a8\u30ea\u30b5\u30fc\u30d3\u30b9<\/strong>Athena \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001Amazon S3 \u3067\u76f4\u63a5 SQL \u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u3084\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u5206\u6790\u3067\u304d\u307e\u3059\u3002Athena \u306f\u6a19\u6e96 SQL \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001AWS Glue \u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u3068\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002Athena \u306f\u30af\u30a8\u30ea\u306b\u3088\u3063\u3066\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u305f\u30c7\u30fc\u30bf\u91cf\u306b\u57fa\u3065\u3044\u3066\u8ab2\u91d1\u3055\u308c\u308b\u305f\u3081\u3001\u30af\u30a8\u30ea\u306e\u52b9\u7387\u6027\u304c\u30b3\u30b9\u30c8\u306b\u76f4\u63a5\u5f71\u97ff\u3057\u307e\u3059\u3002<\/p>\n

<\/h4>\n

AWS Athena \u306e\u6599\u91d1\u4f53\u7cfb<\/h4>\n

Athena \u306e\u4fa1\u683c\u8a2d\u5b9a\u306f\u975e\u5e38\u306b\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002\u30af\u30a8\u30ea\u3054\u3068\u306b\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u91cf\u306b\u57fa\u3065\u3044\u3066\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002<\/strong>\u6a19\u6e96\u6599\u91d1\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u308b\u30c7\u30fc\u30bf1TB\u3042\u305f\u308a5\u30c9\u30eb\uff08\u6700\u4f4e\u6599\u91d1\u306f10MB\uff09\u3067\u3059\u3002\u30af\u30a8\u30ea\u4e2d\u306b\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u308b\u30c7\u30fc\u30bf\u91cf\u304c\u5897\u3048\u308b\u307b\u3069\u3001\u30b3\u30b9\u30c8\u306f\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u308b\u30c7\u30fc\u30bf\u91cf\u3092\u6e1b\u3089\u3059\u3088\u3046\u306b\u30af\u30a8\u30ea\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u304c\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u8ffd\u52a0\u30b3\u30b9\u30c8\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n

    \n
  • \n

    Amazon S3 \u30b9\u30c8\u30ec\u30fc\u30b8\u6599\u91d1<\/strong>\u6a19\u6e96\u30b9\u30c8\u30ec\u30fc\u30b8\u306f\u6708\u984d 0.023 \u30c9\u30eb\/GB \u3067\u3059\u3002GET \u30ea\u30af\u30a8\u30b9\u30c8\u3001PUT \u30ea\u30af\u30a8\u30b9\u30c8\u3001\u304a\u3088\u3073\u30c7\u30fc\u30bf\u8ee2\u9001\u306b\u306f S3 \u6a19\u6e96\u6599\u91d1\u304c\u9069\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n

  • \n

    AWS Glue \u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u6599\u91d1<\/strong>\u6700\u521d\u306e 100 \u4e07\u500b\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306f\u7121\u6599\u3067\u3059\u304c\u3001\u305d\u308c\u4ee5\u964d\u306f\u30c6\u30fc\u30d6\u30eb\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u306b\u4f7f\u7528\u3055\u308c\u308b\u30aa\u30d6\u30b8\u30a7\u30af\u30c8 10 \u4e07\u500b\u3054\u3068\u306b\u6708\u984d 1 \u30c9\u30eb\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n

  • \n

    \u5171\u540c\u30af\u30a8\u30ea\u306e\u30b3\u30b9\u30c8<\/strong>Lambda \u7d4c\u7531\u3067\u5916\u90e8\u30ea\u30bd\u30fc\u30b9 (RDS\u3001Redshift \u306a\u3069) \u3092\u30af\u30a8\u30ea\u3059\u308b\u3068\u3001Lambda \u306e\u8a08\u7b97\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n

  • \n

    \u30d7\u30ea\u30bb\u30c3\u30c8\u5bb9\u91cf<\/strong>\u5927\u898f\u6a21\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u4fa1\u683c\u8a2d\u5b9a\u3092\u63d0\u4f9b\u3057\u3066\u3001TB \u3042\u305f\u308a\u306e\u30b3\u30b9\u30c8\u3092\u3055\u3089\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n

     <\/p>\n

    Athena\u306e\u30b3\u30b9\u30c8\u4f8b<\/h4>\n

    \u3042\u308b\u4f1a\u793e\u304c 3 TB \u306e\u975e\u5727\u7e2e CSV \u8ca9\u58f2\u30c7\u30fc\u30bf\u3092\u4fdd\u6709\u3057\u3066\u3044\u308b\u3068\u3057\u307e\u3059\u3002<\/p>\n

    \n
    \n\n\n\n\n\n\n\n
    \u30c7\u30fc\u30bf\u5f62\u5f0f<\/th>\n\u30b9\u30ad\u30e3\u30f3\u30dc\u30ea\u30e5\u30fc\u30e0<\/th>\n\u30af\u30a8\u30ea\u30b3\u30b9\u30c8<\/th>\n<\/tr>\n<\/thead>\n
    CSV \u751f\u30c7\u30fc\u30bf<\/td>\n3TB<\/td>\n15\u30c9\u30eb<\/td>\n<\/tr>\n
    GZIP\u5727\u7e2e<\/td>\n1TB<\/td>\n5\u30c9\u30eb<\/td>\n<\/tr>\n
    Parquet \u5217\u8868\u73fe + \u5217\u9078\u629e\u306e\u307f<\/td>\n0.33 TB<\/td>\n1.67\u30c9\u30eb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n

    \u9069\u5207\u306a\u30c7\u30fc\u30bf\u5f62\u5f0f\u3068\u5217\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306e\u307f\u3092\u30b9\u30ad\u30e3\u30f3\u3067\u304d\u307e\u3059\u3002 \u7d0489%\u306e\u30b3\u30b9\u30c8\u524a\u6e1b<\/strong>\u3002<\/p>\n

    Athena \u30af\u30a8\u30ea\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b 5 \u3064\u306e\u6226\u7565<\/h4>\n
    1. \u5217\u6307\u5411\u30b9\u30c8\u30ec\u30fc\u30b8\u5f62\u5f0f\uff08Parquet\/ORC\uff09\u3092\u4f7f\u7528\u3059\u308b<\/h5>\n

    \u5217\u6307\u5411\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306f\u3001\u30af\u30a8\u30ea\u306b\u5fc5\u8981\u306a\u5217\u306e\u307f\u3092\u8aad\u307f\u8fbc\u3080\u305f\u3081\u3001\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u308b\u30c7\u30fc\u30bf\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001CSV\u3092Parquet\u306b\u5909\u63db\u3057\u3001\u30ad\u30fc\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u307f\u3092\u30af\u30a8\u30ea\u3059\u308b\u3053\u3068\u3067\u3001\u30b9\u30ad\u30e3\u30f3\u30b5\u30a4\u30ba\u30923TB\u304b\u30890.33TB\u306b\u3001\u30b3\u30b9\u30c8\u309215\u30c9\u30eb\u304b\u30891.67\u30c9\u30eb\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n

    SQL\u306e\u4f8b:<\/strong><\/p>\n

    \n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \u30c6\u30fc\u30d6\u30eb\u306e\u4f5c\u6210<\/span> \u30bb\u30fc\u30eb\u30b9\u30d1\u30fc\u30b1\u30c3\u30c8
    \n\u3068<\/span> (
    \n\u5f62\u5f0f =<\/span> \u300c\u5bc4\u6728\u7d30\u5de5\u300d<\/span>,
    \n\u5916\u90e8\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 =<\/span> 's3:\/\/your-bucket\/sales_parquet\/'<\/span>
    \n) \u3068\u3057\u3066<\/span>
    \n\u9078\u629e<\/span> *<\/span> \u304b\u3089<\/span> \u58f2\u4e0aCSV;
    \n<\/code><\/div>\n<\/div>\n
    2. \u30c7\u30fc\u30bf\u3092\u5206\u5272\u3059\u308b<\/h5>\n

    \u65e5\u4ed8\u3084\u5730\u57df\u306a\u3069\u306e\u5c5e\u6027\u5225\u306b\u30c7\u30fc\u30bf\u3092\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u5206\u5272\u3059\u308b\u3068\u3001Athena \u304c\u95a2\u9023\u3059\u308b\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u306e\u307f\u3092\u30b9\u30ad\u30e3\u30f3\u3059\u308b\u3088\u3046\u306b\u5236\u9650\u3067\u304d\u307e\u3059\u3002
    \u305f\u3068\u3048\u3070\u3001\u6708\u3054\u3068\u306b\u5206\u5272\u3055\u308c\u305f 1 TB \u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067 1 \u6708\u306e\u30c7\u30fc\u30bf\u3092\u30af\u30a8\u30ea\u3059\u308b\u3068\u3001\u7d04 83 GB \u306e\u307f\u304c\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u3001\u30b3\u30b9\u30c8\u306f\u7d04 0.42 \u30c9\u30eb\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

    SQL\u306e\u4f8b:<\/strong><\/p>\n

    \n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \u4f5c\u6210\u3059\u308b<\/span> \u5916\u90e8\u306e<\/span> \u30c6\u30fc\u30d6\u30eb<\/span> \u8ca9\u58f2\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\uff08
    \n\u58f2\u4e0a\u91d1\u984d \u30c0\u30d6\u30eb<\/span>
    \n)
    \n\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u5206\u5272 \u306b\u3088\u308b<\/span> (\u5e74<\/span> \u5f26\u3001 \u6708<\/span> \u5f26\uff09
    \n\u4fdd\u5b58\u6e08\u307f \u3068\u3057\u3066<\/span> \u5bc4\u6728\u7d30\u5de5
    \n\u4f4d\u7f6e 's3:\/\/your-bucket\/sales_partitioned\/'<\/span>;
    \n<\/code><\/div>\n<\/div>\n
    3. \u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u3092\u5727\u7e2e\u3059\u308b<\/h5>\n

    GZIP\u3084Snappy\u306a\u3069\u306e\u5727\u7e2e\u5f62\u5f0f\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002GZIP\u306e\u5727\u7e2e\u7387\u306f\u7d043:1\u3067\u3059\u304c\u3001Snappy\u306f\u30af\u30a8\u30ea\u901f\u5ea6\u304c\u9ad8\u901f\u3067\u3059\u3002\u5727\u7e2e\u306b\u3088\u308a\u3001\u30af\u30a8\u30ea\u3067\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u308b\u30c7\u30fc\u30bf\u91cf\u304c\u524a\u6e1b\u3055\u308c\u308b\u305f\u3081\u3001\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n

    4. EXPLAIN \u307e\u305f\u306f EXPLAIN ANALYZE \u3092\u4f7f\u7528\u3057\u3066\u30af\u30a8\u30ea\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002<\/h5>\n

    Athena \u306f\u30af\u30a8\u30ea\u30d7\u30e9\u30f3\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u305f\u30c7\u30fc\u30bf\u91cf\u3068\u5b9f\u884c\u30d7\u30e9\u30f3\u3092\u8868\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u975e\u52b9\u7387\u7684\u306a\u30af\u30a8\u30ea\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001WHERE \u53e5\u306b\u30d5\u30a3\u30eb\u30bf\u30fc\u6761\u4ef6\u3092\u8ffd\u52a0\u3059\u308b\u3068\u3001\u30b9\u30ad\u30e3\u30f3\u30b5\u30a4\u30ba\u304c 500 GB \u304b\u3089 50 GB \u306b\u524a\u6e1b\u3055\u308c\u3001\u30af\u30a8\u30ea\u3042\u305f\u308a\u7d04 2.25 \u30c9\u30eb\u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n

    5. Apache Iceberg\u30c6\u30fc\u30d6\u30eb\u306e\u6d3b\u7528<\/h5>\n

    Iceberg\u30c6\u30fc\u30d6\u30eb\u306fACID\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3001\u96a0\u3057\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u3001\u5217\u7d71\u8a08\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u308b\u30c7\u30fc\u30bf\u91cf\u3092\u524a\u6e1b\u3057\u3001\u30af\u30a8\u30ea\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u5217\u6307\u5411\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u5206\u5272\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30af\u30a8\u30ea\u30b3\u30b9\u30c8\u306f\u3055\u3089\u306b\u524a\u6e1b\u3055\u308c\u307e\u3059\u3002<\/p>\n

    SQL\u306e\u4f8b:<\/strong><\/p>\n

    \n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \u30c6\u30fc\u30d6\u30eb\u306e\u4f5c\u6210<\/span> \u8ca9\u58f2\u6c37\u5c71
    \n\u3068<\/span> (
    \n\u30c6\u30fc\u30d6\u30eb\u30bf\u30a4\u30d7 =<\/span> '\u6c37\u5c71'<\/span>,
    \n\u5f62\u5f0f =<\/span> \u300c\u5bc4\u6728\u7d30\u5de5\u300d<\/span>,
    \n\u4f4d\u7f6e =<\/span> 's3:\/\/your-bucket\/sales_iceberg\/'<\/span>
    \n) \u3068\u3057\u3066<\/span>
    \n\u9078\u629e<\/span> *<\/span> \u304b\u3089<\/span> \u58f2\u4e0aCSV;
    \n<\/code><\/div>\n<\/div>\n

     <\/p>\n

    \u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\uff1a\u5c0f\u58f2\u696d\u8005\u304c80%\u306e\u691c\u7d22\u30b3\u30b9\u30c8\u3092\u524a\u6e1b<\/h4>\n

    \u4e2d\u898f\u6a21\u306e\u5c0f\u58f2\u696d\u8005\u306f10TB\u306e\u58f2\u4e0a\u30c7\u30fc\u30bf\u3092\u4fdd\u6709\u3057\u3066\u304a\u308a\u3001\u30af\u30a8\u30ea1\u4ef6\u3042\u305f\u308a\u306e\u30b3\u30b9\u30c8\u306f\u6700\u592750\u30c9\u30eb\u306b\u3082\u306a\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u6226\u7565\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001<\/p>\n

      \n
    • \n

      Parquet \u5217\u6307\u5411\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u5909\u63db\u3059\u308b<\/p>\n<\/li>\n

    • \n

      \u65e5\u4ed8\u306b\u3088\u308b\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3<\/p>\n<\/li>\n

    • \n

      EXPLAIN ANALYZE \u3092\u4f7f\u7528\u3057\u3066\u30af\u30a8\u30ea\u3092\u6700\u9069\u5316\u3059\u308b<\/p>\n<\/li>\n<\/ul>\n

      \u30b9\u30ad\u30e3\u30f3\u30dc\u30ea\u30e5\u30fc\u30e0\u306f2TB\u306b\u524a\u6e1b\u3055\u308c\u3001\u30af\u30a8\u30ea\u3042\u305f\u308a\u306e\u30b3\u30b9\u30c8\u306f10\u30c9\u30eb\u306b\u307e\u3067\u4f4e\u4e0b\u3057\u3001\u7d0480%\u306e\u7bc0\u7d04\u306b\u3064\u306a\u304c\u308a\u307e\u3057\u305f\u3002AWS\u30b3\u30b9\u30c8\u7ba1\u7406\u30c4\u30fc\u30eb\u306b\u3088\u308b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u3088\u308a\u3001\u30af\u30a8\u30ea\u30b3\u30b9\u30c8\u3092\u5e38\u306b\u9069\u5207\u306b\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n

      \u3088\u304f\u3042\u308b\u8cea\u554f<\/h4>\n

      Q1: Athena \u30af\u30a8\u30ea\u3054\u3068\u306b\u3044\u304f\u3089\u304b\u304b\u308a\u307e\u3059\u304b?<\/strong><\/h5>\n
        \n
      • \n

        \u6599\u91d1\u306f\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u91cf\u306b\u57fa\u3065\u3044\u3066\u304a\u308a\u30011 TB \u3042\u305f\u308a 5 \u30c9\u30eb\u304b\u3089\u59cb\u307e\u308a\u3001\u6700\u5c0f\u30af\u30a8\u30ea \u30b5\u30a4\u30ba\u306f 10 MB \u3067\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n

        Q2: \u30af\u30a8\u30ea\u304c\u5931\u6557\u3057\u305f\u5834\u5408\u3001\u6599\u91d1\u306f\u767a\u751f\u3057\u307e\u3059\u304b?<\/strong><\/h5>\n
          \n
        • \n

          \u3044\u3044\u3048\u3001Athena \u306f DDL \u307e\u305f\u306f\u5931\u6557\u3057\u305f\u30af\u30a8\u30ea\u306b\u5bfe\u3057\u3066\u306f\u6599\u91d1\u3092\u8acb\u6c42\u3057\u307e\u305b\u3093\u3002<\/p>\n<\/li>\n<\/ul>\n

          Q3: Athena \u3067\u30b3\u30b9\u30c8\u524a\u6e1b\u3092\u6700\u5927\u5316\u3059\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u304b?<\/strong><\/h5>\n
            \n
          • \n

            \u5217\u5f62\u5f0f\uff08Parquet\/ORC\uff09\u3092\u4f7f\u7528\u3059\u308b<\/p>\n<\/li>\n

          • \n

            \u30c7\u30fc\u30bf\u3092\u5206\u5272\u3059\u308b<\/p>\n<\/li>\n

          • \n

            \u5727\u7e2e\u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb<\/p>\n<\/li>\n

          • \n

            EXPLAIN\/EXPLAIN ANALYZE \u3092\u4f7f\u7528\u3057\u3066\u30af\u30a8\u30ea\u3092\u6700\u9069\u5316\u3059\u308b<\/p>\n<\/li>\n

          • \n

            \u30a2\u30a4\u30b9\u30d0\u30fc\u30b0\u30c6\u30fc\u30d6\u30eb\u6a5f\u80fd\u306e\u4f7f\u7528<\/p>\n<\/li>\n<\/ul>\n

            <\/h4>\n

            \u8981\u7d04\u3059\u308b<\/h4>\n

            AWS Athena \u306f\u3001\u30b3\u30b9\u30c8\u3092\u6291\u5236\u3067\u304d\u308b\u900f\u660e\u6027\u306e\u9ad8\u3044\u30b9\u30ad\u30e3\u30f3\u5358\u4f4d\u306e\u8ab2\u91d1\u30e2\u30c7\u30eb\u3092\u5099\u3048\u305f\u3001\u67d4\u8edf\u306a\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30c7\u30fc\u30bf\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u5217\u6307\u5411\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30c7\u30fc\u30bf\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u3001\u5727\u7e2e\u3001Iceberg \u3068\u3044\u3063\u305f\u6700\u9069\u5316\u6226\u7565\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30af\u30a8\u30ea\u30b3\u30b9\u30c8\u3092\u6700\u5927 901 TP3T \u524a\u6e1b\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u624b\u6cd5\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u3067\u3001\u30af\u30a8\u30ea\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u3001\u4e88\u7b97\u3092\u52b9\u679c\u7684\u306b\u7ba1\u7406\u3057\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4fa1\u5024\u3092\u6700\u5927\u9650\u306b\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"

            \u73fe\u4ee3\u306e\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u4f01\u696d\u3067\u306f\u3001Amazon S3 \u306b\u4fdd\u5b58\u3055\u308c\u305f\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u8fc5\u901f\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002AWS Athena \u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30af\u30a8\u30ea\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u57fa\u76e4\u3068\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u6a19\u6e96 SQL \u3092\u4f7f\u7528\u3057\u3066 S3 \u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001Athena \u306e\u30b3\u30b9\u30c8\u7ba1\u7406\u3068\u30af\u30a8\u30ea\u52b9\u7387\u306e\u6700\u9069\u5316\u306f\u3001\u4f01\u696d\u306b\u3068\u3063\u3066\u6700\u512a\u5148\u4e8b\u9805\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Athena \u306e\u6599\u91d1\u30e2\u30c7\u30eb\u3001\u30b3\u30b9\u30c8\u8981\u56e0\u3001\u305d\u3057\u3066\u6700\u9069\u5316\u6226\u7565\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7d4c\u8cbb\u3092\u524a\u6e1b\u3057\u306a\u304c\u3089\u30c7\u30fc\u30bf\u5206\u6790\u80fd\u529b\u3092\u5411\u4e0a\u3055\u305b\u308b\u304a\u624b\u4f1d\u3044\u3092\u3057\u307e\u3059\u3002<\/p>","protected":false},"author":1,"featured_media":4308,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-4307","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts\/4307","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/comments?post=4307"}],"version-history":[{"count":2,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts\/4307\/revisions"}],"predecessor-version":[{"id":4311,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts\/4307\/revisions\/4311"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/media\/4308"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/media?parent=4307"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/categories?post=4307"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/tags?post=4307"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}