{"id":1895,"date":"2019-10-07T22:45:02","date_gmt":"2019-10-07T13:45:02","guid":{"rendered":"http:\/\/idealive.jp\/blog\/?p=1895"},"modified":"2019-10-07T22:45:02","modified_gmt":"2019-10-07T13:45:02","slug":"pandasql%e3%81%8c%e3%82%82%e3%81%ae%e3%81%99%e3%81%94%e3%81%8f%e9%81%85%e3%81%8b%e3%81%a3%e3%81%9f%e4%bb%b6%e3%81%ab%e3%81%a4%e3%81%84%e3%81%a6","status":"publish","type":"post","link":"https:\/\/idealive.jp\/blog\/2019\/10\/07\/pandasql%e3%81%8c%e3%82%82%e3%81%ae%e3%81%99%e3%81%94%e3%81%8f%e9%81%85%e3%81%8b%e3%81%a3%e3%81%9f%e4%bb%b6%e3%81%ab%e3%81%a4%e3%81%84%e3%81%a6\/","title":{"rendered":"pandasql\u304c\u3082\u306e\u3059\u3054\u304f\u9045\u304b\u3063\u305f\u4ef6\u306b\u3064\u3044\u3066"},"content":{"rendered":"<p>\u3053\u3093\u3070\u3093\u306f sohnishi \u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u5148\u65e5\u3001\u3068\u3066\u3082\u9045\u3044\u306epandasql\u3092\u4fee\u6b63\u3059\u308b\u6a5f\u4f1a\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>AWS lambda\u3067\u52d5\u304b\u3057\u3066\u3044\u305f\u306e\u3067\u3001\u51e6\u7406\u6642\u9593\u306f15\u5206\u304c\u6700\u5927\u3067\u3059\u3002<\/p>\n<p>\u4f59\u88d5\u3067\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u98df\u3089\u3063\u3066\u307e\u3057\u305f\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u5f62\u5f0f\u306fcsv\u3067\u30c7\u30fc\u30bf\u91cf\u306f30\u4e07\u4ef6\u3067\u3059\u3002<\/p>\n<p>10\u4e07\u4ef6\u3092pandasql\u3067selectall\u3059\u308b\u3060\u3051\u3067\u52d5\u304d\u307e\u305b\u3093\u3002\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>pandasql\u3067\u3082\u9811\u5f35\u308c\u3070\u52d5\u304f\u3093\u3067\u3057\u3087\u3046\u3051\u3069\u3001<\/p>\n<p>\u305f\u304b\u304c10\u4e07\u4ef6\u306eselectall\u304c\u52d5\u304b\u306a\u3044\u6642\u70b9\u3067\u4f7f\u3046\u6c17\u306b\u3082\u306a\u3089\u306a\u3044\u306e\u3067\u3001<\/p>\n<p>pandasql\u3092\u4f7f\u308f\u305a\u306b\u306a\u3093\u3068\u304b\u306a\u3089\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u3082\u305d\u3082sql\u3092\u4f7f\u308f\u305a\u3068\u3082\u7c21\u5358\u306b\u30c7\u30fc\u30bf\u5206\u6790\u304c\u884c\u3048\u308b\u306e\u304cpandas\u306e\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4ed5\u69d8\u306f\u4e0b\u8a18\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3057\u305f\u3002<\/p>\n<p>\u30fb30\u4e07\u4ef6.csv\u306e\u30c7\u30fc\u30bf\u304b\u3089\u524a\u9664\u30ea\u30b9\u30c8.csv\u306b\u8f09\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u524a\u9664\u3059\u308b<\/p>\n<p>&nbsp;<\/p>\n<p>\u51e6\u7406\u306f\u4e0b\u8a18\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3057\u305f\u3002<\/p>\n<p>\u30fb30\u4e07\u4ef6.csv\u3068\u524a\u9664\u30ea\u30b9\u30c8.csv\u3092dataFrame\u578b\u306b\u5909\u63db\u3057\u3001<\/p>\n<p>pandasql\u3067\u524a\u9664\u30ea\u30b9\u30c8.csv\u306e\u30c7\u30fc\u30bf\u309230\u4e07\u4ef6.csv\u306e\u30c7\u30fc\u30bf\u304b\u3089\u7701\u3044\u3066select\u3057\u3001csv\u306b\u518d\u51fa\u529b\u3059\u308b<\/p>\n<p>\u4e0a\u8a18\u51e6\u7406\u306epandasql\u5b9f\u884c\u90e8\u5206\u304c\u3046\u3093\u3068\u3082\u3059\u3093\u3068\u3082\u8a00\u3044\u307e\u305b\u3093\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>pandasql\u3092\u5168\u64a4\u5ec3\u3057\u3001<\/p>\n<p>\u4e0b\u8a18\u306e\u3088\u3046\u306bdataFrame\u578b\u304b\u3089\u76f4\u63a5drop\u30e1\u30bd\u30c3\u30c9\u3067\u8a72\u5f53\u30c7\u30fc\u30bf\u3092\u524a\u9664\u3059\u308b\u3088\u3046\u306b\u5909\u66f4\u3059\u308b\u3053\u3068\u3067\u3001<\/p>\n<p>30\u4e07\u4ef6 * 20\u30d5\u30a1\u30a4\u30eb\u3067\u3082\u554f\u984c\u306a\u304f\u52d5\u4f5c\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"lang:default decode:true  \" title=\"lambda.py\">for i in range(0,len(del_df)):\r\n    df = df.drop(list(df[(df[\"\u30ab\u30e9\u30e01\"] == del_df[i, \"hoge\"]) &amp; df[\"\u30ab\u30e9\u30e02\"] == del_df[i, \"hoge2\"])].index))<\/pre>\n<p>pandas\u304c\u6163\u308c\u306a\u3044\u3046\u3061\u306fpandasql\u3082\u826f\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001<\/p>\n<p>pandas\u306b\u306f\u3068\u3066\u3082\u4fbf\u5229\u306a\u30e1\u30bd\u30c3\u30c9\u304c\u305f\u304f\u3055\u3093\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u82e6\u3057\u307e\u306a\u3044\u3088\u3046\u306b\u3001\u307f\u306a\u3055\u3093\u30e1\u30bd\u30c3\u30c9\u3092\u6709\u52b9\u6d3b\u7528\u3057\u307e\u3057\u3087\u3046\u301c<\/p>\n<p>\u305d\u308c\u3067\u306f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u3070\u3093\u306f sohnishi \u3067\u3059\u3002 &nbsp; \u5148\u65e5\u3001\u3068\u3066\u3082\u9045\u3044\u306epandasql\u3092\u4fee\u6b63\u3059\u308b\u6a5f\u4f1a\u304c\u3042\u308a\u307e\u3057\u305f\u3002 AWS lambda\u3067\u52d5\u304b\u3057\u3066\u3044\u305f\u306e\u3067\u3001\u51e6\u7406\u6642\u9593\u306f15\u5206\u304c\u6700\u5927\u3067\u3059\u3002 \u4f59\u88d5\u3067\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u98df\u3089\u3063\u3066\u307e\u3057\u305f\u3002&#8230;<a class=\"read-more-link button\" href=\"https:\/\/idealive.jp\/blog\/2019\/10\/07\/pandasql%e3%81%8c%e3%82%82%e3%81%ae%e3%81%99%e3%81%94%e3%81%8f%e9%81%85%e3%81%8b%e3%81%a3%e3%81%9f%e4%bb%b6%e3%81%ab%e3%81%a4%e3%81%84%e3%81%a6\/\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":3,"featured_media":1896,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-1895","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/idealive.jp\/blog\/wp-json\/wp\/v2\/posts\/1895"}],"collection":[{"href":"https:\/\/idealive.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/idealive.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/idealive.jp\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/idealive.jp\/blog\/wp-json\/wp\/v2\/comments?post=1895"}],"version-history":[{"count":1,"href":"https:\/\/idealive.jp\/blog\/wp-json\/wp\/v2\/posts\/1895\/revisions"}],"predecessor-version":[{"id":1897,"href":"https:\/\/idealive.jp\/blog\/wp-json\/wp\/v2\/posts\/1895\/revisions\/1897"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/idealive.jp\/blog\/wp-json\/wp\/v2\/media\/1896"}],"wp:attachment":[{"href":"https:\/\/idealive.jp\/blog\/wp-json\/wp\/v2\/media?parent=1895"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/idealive.jp\/blog\/wp-json\/wp\/v2\/categories?post=1895"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/idealive.jp\/blog\/wp-json\/wp\/v2\/tags?post=1895"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}