{"id":23056,"date":"2022-12-12T13:00:28","date_gmt":"2022-12-12T04:00:28","guid":{"rendered":"https:\/\/www.skyarch.net\/blog\/?p=23056"},"modified":"2022-12-12T16:08:15","modified_gmt":"2022-12-12T07:08:15","slug":"amazon-opensearch-serverless%e3%83%97%e3%83%ac%e3%83%93%e3%83%a5%e3%83%bc-%e3%81%abpython%e3%82%b9%e3%82%af%e3%83%aa%e3%83%97%e3%83%88%e3%81%8b%e3%82%89%e3%83%87%e3%83%bc%e3%82%bf%e6%8a%95%e5%85%a5","status":"publish","type":"post","link":"https:\/\/www.skyarch.net\/blog\/amazon-opensearch-serverless%e3%83%97%e3%83%ac%e3%83%93%e3%83%a5%e3%83%bc-%e3%81%abpython%e3%82%b9%e3%82%af%e3%83%aa%e3%83%97%e3%83%88%e3%81%8b%e3%82%89%e3%83%87%e3%83%bc%e3%82%bf%e6%8a%95%e5%85%a5\/","title":{"rendered":"Amazon OpenSearch Serverless(\u30d7\u30ec\u30d3\u30e5\u30fc) \u306bPython\u30b9\u30af\u30ea\u30d7\u30c8\u304b\u3089\u30c7\u30fc\u30bf\u6295\u5165\u3092\u3057\u3066\u307f\u307e\u3057\u305f"},"content":{"rendered":"<p>AWS re:Invent 2022\u306b\u3066\u767a\u8868\u3055\u308c\u305f\u3001Amazon OpenSearch Serverless \u30d7\u30ec\u30d3\u30e5\u30fc\u7248\u3092\u5229\u7528\u3057Python\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u306e\u30c7\u30fc\u30bf\u6295\u5165\u3001OpenSearch UI\u3067\u306e\u691c\u7d22\u3092\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u3002<br \/>\n\u7d9a\u3005\u3068\u5897\u3048\u308b\u300cServerless\u300d\u3092\u30b5\u30fc\u30d3\u30b9\u540d\u306b\u5165\u308c\u305f\u3088\u308a\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u9ad8\u304f\u3001\u30de\u30cd\u30fc\u30b8\u30c9\u9818\u57df\u306e\u5e83\u3044\u30b5\u30fc\u30d3\u30b9\u3001\u4eca\u5e74\u4e2d\u9803\u306eAuroraServerless v2\u3082\u597d\u611f\u89e6\u3067\u3057\u305f\u306e\u3067\u3001\u671f\u5f85\u3092\u8fbc\u3081\u3066\u89e6\u3063\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<h2>\u76ee\u6b21<\/h2>\n<ul>\n<li><a href=\"#introduction\">\u306f\u3058\u3081\u306b<\/a><\/li>\n<li><a href=\"#preparing\">\u5229\u7528\u6e96\u5099<\/a><\/li>\n<li><a href=\"#access-policy\">\u30a2\u30af\u30bb\u30b9\u30dd\u30ea\u30b7\u30fc\u8a2d\u5b9a<\/a><\/li>\n<li><a href=\"#access-ui\">UI\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u307f\u308b<\/a><\/li>\n<li><a href=\"#import-data\">\u30c7\u30fc\u30bf\u6295\u5165<\/a><\/li>\n<li><a href=\"#define-index\">Index\u5b9a\u7fa9<\/a><\/li>\n<li><a href=\"#query\">\u691c\u7d22\u30fb\u30af\u30a8\u30ea\u3057\u3066\u307f\u308b<\/a><\/li>\n<li><a href=\"#troubleshooting\">\u906d\u9047\u3057\u305f\u30c8\u30e9\u30d6\u30eb<\/a><\/li>\n<li><a href=\"#summery\">\u307e\u3068\u3081<\/a><\/li>\n<\/ul>\n<h2 id=\"introduction\">\u306f\u3058\u3081\u306b<\/h2>\n<p>\u4e0b\u8a182\u672c\u7acb\u3066\u3067\u304a\u9001\u308a\u3057\u307e\u3059<\/p>\n<ul>\n<li>Amazon OpenSearch Serverless(\u30d7\u30ec\u30d3\u30e5\u30fc) \u306bPython\u30b9\u30af\u30ea\u30d7\u30c8\u304b\u3089\u30c7\u30fc\u30bf\u6295\u5165\u3092\u3057\u3066\u307f\u307e\u3057\u305f (\u672c\u8a18\u4e8b)<\/li>\n<li><a href=\"https:\/\/www.skyarch.net\/blog\/?p=23102\">Amazon OpenSearch Serverless(\u30d7\u30ec\u30d3\u30e5\u30fc) \u304b\u3089Python\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u30c7\u30fc\u30bf\u53d6\u5f97\u3092\u3057\u3066\u307f\u307e\u3057\u305f<\/a><\/li>\n<\/ul>\n<p>\u4eca\u56de\u306e\u30d7\u30ec\u30d3\u30e5\u30fc\u7248\u5229\u7528\u306b\u3042\u305f\u308a\u53c2\u8003\u306b\u3057\u305f\/\u5229\u7528\u3057\u305f\u3082\u306e\u306f\u4e0b\u8a18\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u5185\u90e8\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u56f3\u542b\u3080\u5168\u5bb9\u306e\u53c2\u8003<\/h3>\n<ul>\n<li>Getting started with Amazon OpenSearch Serverless (Workshop)<br \/>\n<a href=\"https:\/\/catalog.us-east-1.prod.workshops.aws\/workshops\/f8d2c175-634d-4c5d-94cb-d83bbc656c6a\/en-US\">https:\/\/catalog.us-east-1.prod.workshops.aws\/workshops\/f8d2c175-634d-4c5d-94cb-d83bbc656c6a\/en-US<\/a><\/li>\n<\/ul>\n<h3>Python\u304b\u3089\u306e\u30c7\u30fc\u30bf\u6295\u5165\u30d7\u30ed\u30b0\u30e9\u30e0\u53c2\u8003<\/h3>\n<ul>\n<li>Amazon OpenSearch Serverless \u306b\u3088\u308b\u624b\u8efd\u306a\u30ed\u30b0\u5206\u6790<br \/>\n<a href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/log-analytics-the-easy-way-with-amazon-opensearch-serverless\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/log-analytics-the-easy-way-with-amazon-opensearch-serverless\/<\/a><\/li>\n<\/ul>\n<h3>\u6295\u5165\uff08\u30b5\u30f3\u30d7\u30eb)\u30c7\u30fc\u30bf\u3000<\/h3>\n<ul>\n<li>\u90f5\u4fbf\u756a\u53f7\u30c7\u30fc\u30bf<br \/>\n<a href=\"https:\/\/www.post.japanpost.jp\/zipcode\/download.html\">https:\/\/www.post.japanpost.jp\/zipcode\/download.html<\/a><br \/>\n\u524d\u8077\u3067\u304a\u4e16\u8a71\u306b\u306a\u3063\u305f\u30c7\u30fc\u30bf\u306710\u5e74\u3076\u308a\u4f4d\u306b\u89e6\u308c\u5408\u3044\u307e\u3057\u305f\u304c\u3001\u5909\u63db\u7b49\u4f7f\u3044\u56de\u3057\u306f\u4ee5\u524d\u3068\u5909\u308f\u3089\u305a\u3067\u3059\u306d\u3047...<\/li>\n<\/ul>\n<h2 id=\"preparing\">\u5229\u7528\u6e96\u5099<\/h2>\n<p>\u5f93\u6765\u7248\u306e\u30c9\u30e1\u30a4\u30f3\uff08\u30af\u30e9\u30b9\u30bf\u307f\u305f\u3044\u306a\u6982\u5ff5\uff09\u306b\u5f53\u305f\u308b\u90e8\u5206\u304c\u30b3\u30ec\u30af\u30b7\u30e7\u30f3(s)\u3068\u3044\u3046\u540d\u79f0\u306b\u306a\u3063\u305f\u3088\u3046\u3067\u3059\u3002<br \/>\n\u30bf\u30a4\u30d7\u3068\u3057\u3066\u3001\u6642\u7cfb\u5217(TimeSeries)\u3001\u5168\u6587\u691c\u7d22(Search)\u3092\u9078\u629e\u51fa\u6765\u308b\u3088\u3046\u3067\u3059\u304c\u3001\u5f8c\u8005\u3092\u9078\u629e\u3057\u3001\u30c6\u30b9\u30c8\u3092\u7c21\u6613\u7684\u306b\u5b9f\u65bd\u51fa\u6765\u308b\u3088\u3046\u306b\u53d6\u308a\u6025\u304ePublic\u3067\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<br \/>\nVPCType\u3067\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u7d4c\u7531\u30a2\u30af\u30bb\u30b9\u3082\u51fa\u6765\u305d\u3046\u3067\u3059\u306d\u3002<\/p>\n<p>Amazon OpenSearch Service (Serverless) \u3078\u30a2\u30af\u30bb\u30b9<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/001.Opensearch_serverless-1024x568.png\" alt=\"\" width=\"728\" height=\"404\" class=\"aligncenter size-large wp-image-23057\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/001.Opensearch_serverless-1024x568.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/001.Opensearch_serverless-300x166.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/001.Opensearch_serverless-768x426.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/001.Opensearch_serverless-1536x851.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/001.Opensearch_serverless-2048x1135.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/001.Opensearch_serverless-728x404.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/p>\n<p>\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u4f5c\u6210<br \/>\nType\u3068\u3057\u3066\u5168\u6587\u691c\u7d22(Search)\u3092\u9078\u629e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30a2\u30af\u30bb\u30b9\u30bf\u30a4\u30d7\u3067Public\u3092\u9078\u629e<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/002.create_collection-664x1024.png\" alt=\"\" width=\"664\" height=\"1024\" class=\"aligncenter size-large wp-image-23058\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/002.create_collection-664x1024.png 664w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/002.create_collection-195x300.png 195w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/002.create_collection-768x1184.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/002.create_collection-996x1536.png 996w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/002.create_collection-1328x2048.png 1328w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/002.create_collection-728x1122.png 728w\" sizes=\"auto, (max-width: 664px) 100vw, 664px\" \/><\/p>\n<p>\u4f5c\u6210\u3055\u308c\u305f\u4e8b\u3092\u78ba\u8a8d (\u4f5c\u6210\u306b5\u5206\u7a0b\u304b\u304b\u308a\u307e\u3057\u305f)<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-1024x242.png\" alt=\"\" width=\"728\" height=\"172\" class=\"aligncenter size-large wp-image-23059\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-1024x242.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-300x71.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-768x182.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-1536x363.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-2048x485.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-728x172.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/p>\n<h2 id=\"access-policy\">\u30a2\u30af\u30bb\u30b9\u30dd\u30ea\u30b7\u30fc\u8a2d\u5b9a<\/h2>\n<p>Security \u306e Data Access Policies\u3078\u30a2\u30af\u30bb\u30b9\u3057\u3001\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u30a2\u30af\u30bb\u30b9\u51fa\u6765\u308bIAM\u30e6\u30fc\u30b6\u3092\u8a2d\u5b9a<br \/>\n\u203b\u3053\u3061\u3089\u3092\u5b9f\u65bd\u3057\u306a\u3044\u3068\u3001UI\u306b\u30ed\u30b0\u30a4\u30f3\u3067\u304d\u3066\u3082\u30c7\u30fc\u30bf\u633f\u5165\u30fbRead\u7b49\u64cd\u4f5c\u304c\u884c\u3048\u307e\u305b\u3093\u306e\u3067\u8981\u6ce8\u610f<\/p>\n<p>\u4eca\u56de\u4f5c\u6210\u3057\u305f\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u5185\u306e\u5168\u3066\u306e\u30c7\u30fc\u30bf\u3078\u306e\u30d5\u30eb\u30a2\u30af\u30bb\u30b9\u3092\u8a31\u53ef<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/005.access_policy_settings-1024x817.png\" alt=\"\" width=\"728\" height=\"581\" class=\"aligncenter size-large wp-image-23066\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/005.access_policy_settings-1024x817.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/005.access_policy_settings-300x239.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/005.access_policy_settings-768x613.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/005.access_policy_settings-1536x1226.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/005.access_policy_settings-728x581.png 728w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/005.access_policy_settings.png 1682w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/p>\n<p>\u5bfe\u8c61\u306eIAM\u30e6\u30fc\u30b6\u3092\u8a2d\u5b9a\u6e08\u307f<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/006.access_policy_created-1024x563.png\" alt=\"\" width=\"728\" height=\"400\" class=\"aligncenter size-large wp-image-23067\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/006.access_policy_created-1024x563.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/006.access_policy_created-300x165.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/006.access_policy_created-768x422.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/006.access_policy_created-1536x845.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/006.access_policy_created-2048x1126.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/006.access_policy_created-728x400.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/p>\n<p>\u4f5c\u6210\u3055\u308c\u305fAccessPolicy<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/004.access_policy-1024x632.png\" alt=\"\" width=\"728\" height=\"449\" class=\"aligncenter size-large wp-image-23068\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/004.access_policy-1024x632.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/004.access_policy-300x185.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/004.access_policy-768x474.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/004.access_policy-1536x948.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/004.access_policy-2048x1264.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/004.access_policy-728x449.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/p>\n<h2 id=\"access-ui\">UI\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u307f\u308b<\/h2>\n<p>\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u4e00\u89a7\u753b\u9762\u304b\u3089\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9URL\u3078\u30a2\u30af\u30bb\u30b9\u3057\u3001\u30a2\u30af\u30bb\u30b9\u30dd\u30ea\u30b7\u30fc\u3067\u8a31\u53ef\u3057\u305f\u30e6\u30fc\u30b6\u306eIAMAccessKey\/SecretKey\u3092\u5229\u7528\u3057\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002<\/p>\n<p>\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u4e00\u89a7\u753b\u9762\u306eURL\u8a18\u8f09\u5834\u6240 (OpenSearch Dashboards URL)<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-1024x242.png\" alt=\"\" width=\"728\" height=\"172\" class=\"aligncenter size-large wp-image-23059\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-1024x242.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-300x71.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-768x182.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-1536x363.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-2048x485.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/003.created_collenction-728x172.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/p>\n<p>\u3053\u3061\u3089\u306e\u30ed\u30b0\u30a4\u30f3\u8a8d\u8a3c\u60c5\u5831\u3067\u3001\u30a2\u30af\u30bb\u30b9\u30dd\u30ea\u30b7\u30fc\u3067\u8a31\u53ef\u3057\u305f\u30e6\u30fc\u30b6\u306eIAMAccessKey\/SecretKey\u3092\u5229\u7528\u3057\u307e\u3059<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/010.OpenSearch_UI.png\" alt=\"\" width=\"760\" height=\"748\" class=\"aligncenter size-full wp-image-23071\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/010.OpenSearch_UI.png 760w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/010.OpenSearch_UI-300x295.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/010.OpenSearch_UI-728x717.png 728w\" sizes=\"auto, (max-width: 760px) 100vw, 760px\" \/><\/p>\n<p>\u8272\u3005\u3068\u6a5f\u80fd\u304c\u3042\u308a\u305d\u3046\u3067\u3001\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u8ffd\u52a0\u30fb\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u4f5c\u6210\u3082\u51fa\u6765\u305d\u3046\uff08\u3067\u3059\u304c\u3001Add data\u3067\u30a8\u30e9\u30fc\u304c\u51fa\u3066\u3057\u307e\u3063\u305f\u306e\u3067\u8a66\u305b\u3066\u304a\u308a\u307e\u305b\u3093\uff09<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/011.OpenSearch_UI_sampledata-1024x501.png\" alt=\"\" width=\"728\" height=\"356\" class=\"aligncenter size-large wp-image-23072\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/011.OpenSearch_UI_sampledata-1024x501.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/011.OpenSearch_UI_sampledata-300x147.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/011.OpenSearch_UI_sampledata-768x376.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/011.OpenSearch_UI_sampledata-1536x751.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/011.OpenSearch_UI_sampledata-2048x1001.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/011.OpenSearch_UI_sampledata-728x356.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/p>\n<h2 id=\"import-data\">\u30c7\u30fc\u30bf\u6295\u5165<\/h2>\n<p>\u4e0b\u8a18\u30d6\u30ed\u30b0\u306e\u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u53c2\u8003\u306b\u30c7\u30fc\u30bf\u6295\u5165\u3092\u3057\u3066\u307f\u307e\u3057\u305f\u3002<br \/>\n<a href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/log-analytics-the-easy-way-with-amazon-opensearch-serverless\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/log-analytics-the-easy-way-with-amazon-opensearch-serverless\/<\/a><\/p>\n<h3>\u90f5\u4fbf\u756a\u53f7\u30c7\u30fc\u30bf\u5909\u63db&amp;Python\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u30c7\u30fc\u30bf\u6295\u5165<\/h3>\n<h4>\u90f5\u4fbf\u756a\u53f7\u30c7\u30fc\u30bf\u3092\u5165\u624b\u3057\u5909\u63db<\/h4>\n<p>UTF-8\u306b\u5909\u63db\uff06\u534a\u89d2\u30ab\u30ca\u3092\u5168\u89d2\u30ab\u30ca\u306b\u5909\u63db<\/p>\n<pre>\n$ iconv -f SHIFT_JIS -t UTF-8 KEN_ALL.CSV > KEN_ALL_UTF8.csv\n$ uconv KEN_ALL_UTF8.CSV -x '\\p{katakana} Halfwidth-Fullwidth' -o KEN_ALL_UTF8_ZENKAKU.CSV\n<\/pre>\n<h4>Python\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u30c7\u30fc\u30bf\u6295\u5165<\/h4>\n<p>\u8a8d\u8a3c\u60c5\u5831\u306fDefault\u306e\u7269\u3092\u5229\u7528\u3057\u307e\u3059\u306e\u3067\u3001\u3054\u6ce8\u610f\u4e0b\u3055\u3044\u3002<\/p>\n<h5>requirements.txt<\/h5>\n<pre>\nopensearch-py\nrequests_aws4auth\nboto3\n<\/pre>\n<h5>import.py<\/h5>\n<pre class=\"brush: python; title: ; notranslate\" title=\"\">\r\nfrom opensearchpy import OpenSearch, RequestsHttpConnection\r\nfrom requests_aws4auth import AWS4Auth\r\nimport boto3\r\nimport json\r\nimport csv\r\n\r\nhost = '&#x5B;\u4f5c\u6210\u3057\u305f\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u5fdc\u3058\u305f\u8b58\u5225\u5b50].ap-northeast-1.aoss.amazonaws.com' # OpenSearch Serverless collection endpoint\r\nregion = 'ap-northeast-1' # e.g. us-west-2\r\n\r\nservice = 'aoss'\r\ncredentials = boto3.Session().get_credentials()\r\nawsauth = AWS4Auth(credentials.access_key, credentials.secret_key, region, service,\r\nsession_token=credentials.token)\r\n\r\n# Create an OpenSearch client\r\nclient = OpenSearch(\r\n    hosts = &#x5B;{'host': host, 'port': 443}],\r\n    http_auth = awsauth,\r\n    use_ssl = True,\r\n    verify_certs = True,\r\n    connection_class = RequestsHttpConnection\r\n)\r\n# Specify index name\r\nindex_name = 'zip-jp-index'\r\n\r\n# \u5217\u5b9a\u7fa9\r\nkeys = ('code', 'zip5digits', 'zip7digits','PrefKana','CityKana','TownKana','PrefName','CityName','TownName','flg0','flg1','flg2','flg3','flg4','flg5')\r\n\r\n# CSVtoJSON\r\ncount = 0\r\nwith open('KEN_ALL_UTF8_ZENKAKU.CSV', 'r') as f:\r\n    for row in csv.DictReader(f, keys):\r\n        count=count+1\r\n        json_document = &#x5B;]\r\n        json_document.append(row)\r\n\r\n        # Index Documents\r\n        print(json_document&#x5B;0])\r\n        response = client.index(\r\n            index = index_name,\r\n            body = json_document&#x5B;0]\r\n        )\r\n\r\n        # \u53d6\u308a\u6025\u304e\u5fc5\u8981\u306a\u5206\u306e\u30c7\u30fc\u30bf\u3060\u3051\u9001\u4fe1\r\n        if count &gt; 99:\r\n            exit()\r\n<\/pre>\n<h4>\u5b9f\u884c\u7d50\u679c<\/h4>\n<p>\u4e0b\u8a18\u306e\u3088\u3046\u306a\u611f\u3058\u3067\u3086\u308b\u3086\u308b\u3068\u30c7\u30fc\u30bf\u304c\u5165\u3063\u3066\u884c\u304d\u307e\u3059\u3002<br \/>\n\u672c\u6765\u3067\u3042\u308c\u3070\u3001Bulk\u3067\u5b9f\u65bd\u3059\u3079\u304d\u3067\u3059\u304c\u3001\u5358\u767a\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u3069\u306e\u304f\u3089\u3044\u306e\u79d2\u6570\u304c\u639b\u304b\u308b\u306e\u304b\u691c\u8a3c\u304c\u3066\u3089\u5b9f\u65bd\u3057\u3066\u307f\u305f\u6240\u30011\u30ec\u30b3\u30fc\u30c90.5\u79d2\u639b\u304b\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<pre>\n$ python3.10 import.py\n{'code': '01101', 'zip5digits': '060  ', 'zip7digits': '0600000', 'PrefKana': '\u30db\u30c3\u30ab\u30a4\u30c8\uff9e\u30a6', 'CityKana': '\u30b5\u30c3\u30db\uff9f\u30ed\u30b7\u30c1\u30e5\u30a6\u30aa\u30a6\u30af', 'TownKana': '\u30a4\u30ab\u30cb\u30b1\u30a4\u30b5\u30a4\u30ab\uff9e\u30ca\u30a4\u30cf\uff9e\u30a2\u30a4', 'PrefName': '\u5317\u6d77\u9053', 'CityName': '\u672d\u5e4c\u5e02\u4e2d\u592e\u533a', 'TownName': '\u4ee5\u4e0b\u306b\u63b2\u8f09\u304c\u306a\u3044\u5834\u5408', 'flg0': '0', 'flg1': '0', 'flg2': '0', 'flg3': '0', 'flg4': '0', 'flg5': '0'}\n...\n<\/pre>\n<h2 id=\"define-index\">Index\u5b9a\u7fa9<\/h2>\n<p>Index Patterns\u753b\u9762\u304b\u3089\u53d6\u308a\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u3092\u9078\u629e\u3057\u3066\u307f\u308b\u3068\u3001Index\u81ea\u52d5\u751f\u6210\u3092\u826f\u3044\u611f\u3058\u306b\u5b9f\u65bd\u3057\u3066\u304f\u308c\u308b\u3088\u3046\u3067\u3057\u305f\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/020.create-index-1024x769.png\" alt=\"\" width=\"728\" height=\"547\" class=\"aligncenter size-large wp-image-23079\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/020.create-index-1024x769.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/020.create-index-300x225.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/020.create-index-768x577.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/020.create-index-1536x1154.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/020.create-index-2048x1539.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/020.create-index-728x547.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/p>\n<p>Discover\u3088\u308a\u53d6\u308a\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u78ba\u8a8d\u304c\u3067\u304d\u307e\u3057\u305f<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/d9677cb38e2626d68538a7cfd38f1ca5-1024x785.png\" alt=\"\" width=\"728\" height=\"558\" class=\"aligncenter size-large wp-image-23080\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/d9677cb38e2626d68538a7cfd38f1ca5-1024x785.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/d9677cb38e2626d68538a7cfd38f1ca5-300x230.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/d9677cb38e2626d68538a7cfd38f1ca5-768x588.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/d9677cb38e2626d68538a7cfd38f1ca5-1536x1177.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/d9677cb38e2626d68538a7cfd38f1ca5-2048x1569.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/d9677cb38e2626d68538a7cfd38f1ca5-728x558.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/p>\n<h2 id=\"query\">\u691c\u7d22\u30fb\u30af\u30a8\u30ea\u3057\u3066\u307f\u308b<\/h2>\n<h3>\u4e0a\u8a18DiscoverUI\u3088\u308a\u5168\u6587\u691c\u7d22\u304c\u51fa\u6765\u308b\u4e8b\u3092\u78ba\u8a8d<\/h3>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/2e2114069578bad3d302fc4ea3d08daf-1024x834.png\" alt=\"\" width=\"728\" height=\"593\" class=\"aligncenter size-large wp-image-23081\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/2e2114069578bad3d302fc4ea3d08daf-1024x834.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/2e2114069578bad3d302fc4ea3d08daf-300x244.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/2e2114069578bad3d302fc4ea3d08daf-768x625.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/2e2114069578bad3d302fc4ea3d08daf-1536x1251.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/2e2114069578bad3d302fc4ea3d08daf-2048x1667.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/2e2114069578bad3d302fc4ea3d08daf-728x593.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/>\n<h3>Dev Tools\u691c\u7d22<\/h3>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nGET zip-jp-index\/_search\n{\n  &quot;query&quot;: {\n    &quot;match_all&quot;: {}\n  }\n}\n<\/pre>\n<p>Hit\u4ef6\u6570\u3092\u542b\u3081\u3001\u30c7\u30fc\u30bf\u304c\u8868\u793a\u3055\u308c\u307e\u3057\u305f\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/6a81b232e89ded53fc1fb7b549f58622-1024x928.png\" alt=\"\" width=\"728\" height=\"660\" class=\"aligncenter size-large wp-image-23083\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/6a81b232e89ded53fc1fb7b549f58622-1024x928.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/6a81b232e89ded53fc1fb7b549f58622-300x272.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/6a81b232e89ded53fc1fb7b549f58622-768x696.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/6a81b232e89ded53fc1fb7b549f58622-1536x1392.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/6a81b232e89ded53fc1fb7b549f58622-2048x1856.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/6a81b232e89ded53fc1fb7b549f58622-728x660.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/p>\n<h3>\u8868\u793a\u9805\u76ee\u3092\u7d5e\u308a\u691c\u7d22<\/h3>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nGET zip-jp-index\/_search\n{\n  &quot;_source&quot;: {\n  &quot;includes&quot;: &#x5B;\n    &quot;zip7digits&quot;,\n    &quot;PrefName&quot;,\n    &quot;CityName&quot;,\n    &quot;TownName&quot;\n    ]\n  }\n}\n<\/pre>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/fd7dc36efe9fd909e35d5e3d7f55000c-1024x776.png\" alt=\"\" width=\"728\" height=\"552\" class=\"aligncenter size-large wp-image-23085\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/fd7dc36efe9fd909e35d5e3d7f55000c-1024x776.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/fd7dc36efe9fd909e35d5e3d7f55000c-300x227.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/fd7dc36efe9fd909e35d5e3d7f55000c-768x582.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/fd7dc36efe9fd909e35d5e3d7f55000c-1536x1164.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/fd7dc36efe9fd909e35d5e3d7f55000c-2048x1552.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/fd7dc36efe9fd909e35d5e3d7f55000c-728x552.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/>\n<h3>\u30af\u30a8\u30ea\u3092\u6307\u5b9a\u3057\u691c\u7d22<\/h3>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nGET zip-jp-index\/_search\n{\n  &quot;_source&quot;: {\n  &quot;includes&quot;: &#x5B;\n    &quot;zip7digits&quot;,\n    &quot;PrefName&quot;,\n    &quot;CityName&quot;,\n    &quot;TownName&quot;\n    ]\n  },\n  &quot;query&quot;: {\n    &quot;query_string&quot;: {\n      &quot;default_field&quot;: &quot;CityName&quot;,\n      &quot;query&quot;: &quot;\u4e2d\u592e\u533a&quot;\n    }\n  }\n}\n<\/pre>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/0dfcd0d03203baaa02a1d12a63ef0081-1024x843.png\" alt=\"\" width=\"728\" height=\"599\" class=\"aligncenter size-large wp-image-23084\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/0dfcd0d03203baaa02a1d12a63ef0081-1024x843.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/0dfcd0d03203baaa02a1d12a63ef0081-300x247.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/0dfcd0d03203baaa02a1d12a63ef0081-768x632.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/0dfcd0d03203baaa02a1d12a63ef0081-1536x1265.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/0dfcd0d03203baaa02a1d12a63ef0081-2048x1686.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/0dfcd0d03203baaa02a1d12a63ef0081-728x599.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/>\n<h2 id=\"troubleshooting\">\u906d\u9047\u3057\u305f\u30c8\u30e9\u30d6\u30eb<\/h2>\n<p>\u3057\u3070\u3089\u304f\u6642\u9593\u3092\u7f6e\u3044\u305f\u5f8c\u306b\u30c7\u30fc\u30bf\u6295\u5165\u3092\u8a66\u3059\u3068\u3001\u4e0b\u8a18\u30a8\u30e9\u30fc\u306b\u906d\u9047\u3057\u307e\u3057\u305f\u3002<br \/>\nTimeout\u306e\u5909\u66f4\u8a2d\u5b9a\u304c\u3059\u3050\u306b\u306f\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u518d\u5b9f\u884c\u3067\u6b63\u5e38\u306b\u30c7\u30fc\u30bf\u6295\u5165\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nopensearchpy.exceptions.ConnectionTimeout: ConnectionTimeout caused by - ReadTimeout(HTTPSConnectionPool(host=&#039;xxx.ap-northeast-1.aoss.amazonaws.com&#039;, port=443): Read timed out. (read timeout=10))\n<\/pre>\n<p>\u305d\u306e\u4ed6\u3001OpenSearch Serverless\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u4e0b\u8a18\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c8\u30da\u30fc\u30b8\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>Troubleshooting Amazon OpenSearch Service<br \/>\n<a href=\"https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/handling-errors.html\">https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/handling-errors.html<\/a><\/li>\n<\/ul>\n<h2 id=\"summery\">\u307e\u3068\u3081<\/h2>\n<p>\u5b9f\u969b\u306e\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u904b\u7528\u3057\u3066\u3044\u304f\u4e8b\u304c\u91cd\u8981\u3068\u8003\u3048\u3066\u304a\u308a\u307e\u3059\u304c\u3001\u307e\u3060Preview\u3068\u3044\u3046\u4e8b\u3082\u3042\u308a\u3001\u53d6\u308a\u6025\u304e\u30c7\u30fc\u30bf\u3092\u8caf\u3081\u308b\u5834\u6240\u306e\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u633f\u5165\u3001\u30c7\u30fc\u30bf\u691c\u7d22\u3092\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u3002<br \/>\n\u672c\u30ea\u30bd\u30fc\u30b9\u306e\u4f5c\u6210\u306b\u3042\u305f\u308a\u3001\u5f53\u7136\u3067\u3059\u304cEC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3084S3\u30d0\u30b1\u30c3\u30c8\u7b49\u306e\u95a2\u9023\u30ea\u30bd\u30fc\u30b9\u306f\u4f5c\u6210\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002<br \/>\n\u307e\u305f\u3001\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u6bce\u306b\u30e2\u30cb\u30bf\u30da\u30fc\u30b8\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6570\u3001\u30c7\u30fc\u30bf\u4f7f\u7528\u91cf\u7b49\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/099.Monitor-1024x653.png\" alt=\"\" width=\"728\" height=\"464\" class=\"aligncenter size-large wp-image-23090\" srcset=\"https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/099.Monitor-1024x653.png 1024w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/099.Monitor-300x191.png 300w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/099.Monitor-768x490.png 768w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/099.Monitor-1536x979.png 1536w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/099.Monitor-2048x1306.png 2048w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/099.Monitor-360x230.png 360w, https:\/\/www.skyarch.net\/blog\/wp-content\/uploads\/2022\/12\/099.Monitor-728x464.png 728w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/p>\n<p>\u6c17\u8efd\u306b\u5229\u7528\u51fa\u6765\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306a\u5168\u6587\u691c\u7d22\u57fa\u76e4\u3068\u3066\u3082\u3042\u308a\u304c\u305f\u3044\u3067\u3059\u306d\uff01<br \/>\n\u307e\u305f\u3001\u30d7\u30ec\u30d3\u30e5\u30fc\u304c\u53d6\u308cGA\u306b\u306a\u308a\u307e\u3057\u305f\u3089\u8272\u3005\u3068\u8a66\u3057\u3066\u307f\u3088\u3046\u3068\u601d\u3044\u307e\u3059\uff01\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AWS re:Invent 2022\u306b\u3066\u767a\u8868\u3055\u308c\u305f\u3001Amazon OpenSearch Serverless \u30d7\u30ec\u30d3\u30e5\u30fc\u7248\u3092\u5229\u7528\u3057Python\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u306e\u30c7\u30fc\u30bf\u6295\u5165\u3001OpenSearch UI\u3067\u306e\u691c\u7d22\u3092\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u3002&#8230;<\/p>\n","protected":false},"author":2,"featured_media":23087,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_locale":"ja","_original_post":"https:\/\/www.skyarch.net\/blog\/?p=23056","footnotes":""},"categories":[20,1188,276],"tags":[],"class_list":{"0":"post-23056","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-aws","8":"category-aws-reinvent-2022","9":"category-serverless","10":"ja"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/23056","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/comments?post=23056"}],"version-history":[{"count":24,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/23056\/revisions"}],"predecessor-version":[{"id":23116,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/posts\/23056\/revisions\/23116"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/media\/23087"}],"wp:attachment":[{"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/media?parent=23056"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/categories?post=23056"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.skyarch.net\/blog\/wp-json\/wp\/v2\/tags?post=23056"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}