{"id":12305,"date":"2023-02-20T14:13:03","date_gmt":"2023-02-20T05:13:03","guid":{"rendered":"https:\/\/prodskill.com\/?p=12305"},"modified":"2023-02-24T23:00:26","modified_gmt":"2023-02-24T14:00:26","slug":"word-extractor-v0-41-dbschema_freq-added","status":"publish","type":"post","link":"https:\/\/prodskill.com\/ko\/word-extractor-v0-41-dbschema_freq-added\/","title":{"rendered":"\ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c v0.41 \ubc30\ud3ec: \ub2e8\uc5b4\uc758 DBSchema \ubc1c\uc0dd \ube48\ub3c4 \ud56d\ubaa9\uc744 \ucd94\uac00"},"content":{"rendered":"\n<p class=\"has-background\" style=\"background-color:#fcb90047\">* \ubc84\uadf8\ub97c \uc218\uc815\ud558\uc5ec \uc0c8\ub85c \ubc30\ud3ec\ud55c v0.42\ub3c4 \ud568\uaed8 \ucc38\uc870\ud558\uae30 \ubc14\ub780\ub2e4.<br><a href=\"https:\/\/prodskill.com\/ko\/word-extractor-v0-42-bug-fix-for-dbschema\/\">\ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c v0.42 \ubc30\ud3ec: Bug fix &#8211; \uc0dd\uc0b0\uc131 Skill (prodskill.com)<\/a><\/p>\n\n\n\n<p>\uae30\uc874\uc5d0 \ubc30\ud3ec\ud55c \ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c(v0.40)\uc5d0\uc11c \ub2e8\uc5b4\uc758 DBSchema \ubc1c\uc0dd \ube48\ub3c4 \ud56d\ubaa9\uc744 \ucd94\uac00\ud558\uc5ec \ucd94\ucd9c\ud558\ub3c4\ub85d \uae30\ub2a5\uc744 \ubcf4\uc644\ud558\uc5ec \ubc30\ud3ec\ud55c\ub2e4. DBSchema_Freq \ud56d\ubaa9\uc740 \ud574\ub2f9 \ub2e8\uc5b4\uc758 \ucd9c\ucc98\uac00 \uba87 \uac1c\uc758 DB-Schema\uc5d0 \ubd84\ud3ec\ud574 \uc788\ub294\uc9c0 \uc54c\ub824\uc900\ub2e4.<\/p>\n\n\n\n<p>\ucc38\uace0: <a href=\"https:\/\/prodskill.com\/word-extractor-overview\/\">\ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c(1): \ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c \uac1c\uc694<\/a><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/StockSnap_ELRF6CYOHI_small.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/StockSnap_ELRF6CYOHI_small.jpg\" alt=\"Dictionary Page\" class=\"wp-image-12309\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/StockSnap_ELRF6CYOHI_small.jpg 800w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/StockSnap_ELRF6CYOHI_small-300x200.jpg 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/StockSnap_ELRF6CYOHI_small-768x512.jpg 768w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/StockSnap_ELRF6CYOHI_small-18x12.jpg 18w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/StockSnap_ELRF6CYOHI_small-24x16.jpg 24w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/StockSnap_ELRF6CYOHI_small-36x24.jpg 36w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/StockSnap_ELRF6CYOHI_small-48x32.jpg 48w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/a><figcaption class=\"wp-element-caption\">Dictionary Page<br>\ucd9c\ucc98: <a href=\"https:\/\/stocksnap.io\/photo\/dictionary-page-ELRF6CYOHI\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/stocksnap.io\/photo\/dictionary-page-ELRF6CYOHI<\/a><\/figcaption><\/figure>\n<\/div>\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">&lt;&lt;\ubaa9\ucc28&gt;&gt;<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\ubaa9\ucc28 \ud1a0\uae00\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/prodskill.com\/ko\/word-extractor-v0-41-dbschema_freq-added\/#1_%EB%8B%A8%EC%96%B4_%EC%B6%94%EC%B6%9C_%EB%8F%84%EA%B5%AC_%EA%B2%B0%EA%B3%BC_%EB%B3%80%EA%B2%BD_%EB%82%B4%EC%9A%A9\" >1. \ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c \uacb0\uacfc \ubcc0\uacbd \ub0b4\uc6a9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/prodskill.com\/ko\/word-extractor-v0-41-dbschema_freq-added\/#2_%EC%86%8C%EC%8A%A4_%EC%BD%94%EB%93%9C_%EB%B3%80%EA%B2%BD_%EB%82%B4%EC%9A%A9\" >2. \uc18c\uc2a4 \ucf54\ub4dc \ubcc0\uacbd \ub0b4\uc6a9<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/prodskill.com\/ko\/word-extractor-v0-41-dbschema_freq-added\/#21_get_db_comment_text_%ED%95%A8%EC%88%98_%EB%B3%80%EA%B2%BD\" >2.1. get_db_comment_text \ud568\uc218 \ubcc0\uacbd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/prodskill.com\/ko\/word-extractor-v0-41-dbschema_freq-added\/#22_get_word_list_%ED%95%A8%EC%88%98_%EB%B3%80%EA%B2%BD\" >2.2. get_word_list \ud568\uc218 \ubcc0\uacbd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/prodskill.com\/ko\/word-extractor-v0-41-dbschema_freq-added\/#23_main_%ED%95%A8%EC%88%98_%EB%B3%80%EA%B2%BD\" >2.3. main \ud568\uc218 \ubcc0\uacbd<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/prodskill.com\/ko\/word-extractor-v0-41-dbschema_freq-added\/#231_%EB%B3%80%EA%B2%BD_%EC%A0%84_main_%ED%95%A8%EC%88%98_%EB%82%B4%EC%9A%A9\" >2.3.1. \ubcc0\uacbd \uc804 main \ud568\uc218 \ub0b4\uc6a9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/prodskill.com\/ko\/word-extractor-v0-41-dbschema_freq-added\/#232_%EB%B3%80%EA%B2%BD_%ED%9B%84_main_%ED%95%A8%EC%88%98_%EB%82%B4%EC%9A%A9\" >2.3.2. \ubcc0\uacbd \ud6c4 main \ud568\uc218 \ub0b4\uc6a9<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/prodskill.com\/ko\/word-extractor-v0-41-dbschema_freq-added\/#24_v041%EC%97%90%EC%84%9C_%EB%8B%AC%EB%9D%BC%EC%A7%84_%EC%86%8C%EC%8A%A4%EC%BD%94%EB%93%9C_%EC%A0%84%EC%B2%B4_%EC%83%81%EC%84%B8%EB%B3%B4%EA%B8%B0\" >2.4. v0.41\uc5d0\uc11c \ub2ec\ub77c\uc9c4 \uc18c\uc2a4\ucf54\ub4dc \uc804\uccb4 \uc0c1\uc138\ubcf4\uae30<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/prodskill.com\/ko\/word-extractor-v0-41-dbschema_freq-added\/#3_%EB%8B%A8%EC%96%B4_%EC%B6%94%EC%B6%9C_%EB%8F%84%EA%B5%ACv041_%EB%8B%A4%EC%9A%B4%EB%A1%9C%EB%93%9C%EC%99%80_%EC%8B%A4%ED%96%89\" >3. \ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c(v0.41) \ub2e4\uc6b4\ub85c\ub4dc\uc640 \uc2e4\ud589<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%EB%8B%A8%EC%96%B4_%EC%B6%94%EC%B6%9C_%EB%8F%84%EA%B5%AC_%EA%B2%B0%EA%B3%BC_%EB%B3%80%EA%B2%BD_%EB%82%B4%EC%9A%A9\"><\/span>1. \ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c \uacb0\uacfc \ubcc0\uacbd \ub0b4\uc6a9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\uc774\uc804\uc5d0 \ubc30\ud3ec\ud588\ub358 \ub3c4\uad6c\uc758 \ub2e8\uc5b4 \ucd94\ucd9c \uacb0\uacfc \uc608\uc2dc\ub294 \ub2e4\uc74c\uacfc \uac19\ub2e4.<\/p>\n\n\n\n<p>\u25bc \ubcc0\uacbd\uc804 &#8220;\ub2e8\uc5b4\ube48\ub3c4&#8221; \uc2dc\ud2b8 \uc608\uc2dc (v0.40)<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-regular\" style=\"font-size:15px\"><table><tbody><tr><td><strong>\ub2e8\uc5b4<\/strong><\/td><td><strong>Freq<\/strong><\/td><td><strong>Source<\/strong><\/td><\/tr><tr><td><strong>\ucf54\ub4dc<\/strong><\/td><td>110<\/td><td>DB1.OWNER1.COMTCADMINISTCODE.ADMINIST_ZONE_CODE(\ud589\uc815\uad6c\uc5ed\ucf54\ub4dc)<br>DB1.OWNER1.COMTCADMINISTCODERECPTNLOG.CHANGE_SE_CODE(\ubcc0\uacbd\uad6c\ubd84\ucf54\ub4dc)<br>DB1.OWNER1.COMTCADMINISTCODERECPTNLOG.CTPRVN_CODE(\uc2dc\ub3c4\ucf54\ub4dc)<br>\u2026<\/td><\/tr><tr><td><strong>\ubc88\ud638<\/strong><\/td><td>103<\/td><td>DB1.OWNER1.COMTCADMINISTCODERECPTNLOG.OPERT_SN(\uc791\uc5c5\uc77c\ub828\ubc88\ud638)<br>DB1.OWNER1.COMTCZIP.ZIP(\uc6b0\ud3b8\ubc88\ud638)<br>DB1.OWNER1.COMTHCONFMHISTORY.CONFM_NO(\uc2b9\uc778\ubc88\ud638)<br>\u2026<\/td><\/tr><tr><td><strong>\uba85<\/strong><\/td><td>88<\/td><td>DB1.OWNER1.COMTNADBKMANAGE.ADBK_NM(\uc8fc\uc18c\ub85d\uba85)<br>DB1.OWNER1.COMTCCMMNCLCODE.CL_CODE_NM(\ubd84\ub958\ucf54\ub4dc\uba85)<br>DB1.OWNER1.COMTCCMMNDETAILCODE.CODE_NM(\ucf54\ub4dc\uba85)<br>\u2026<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">\ubcc0\uacbd \uc804 &#8220;\ub2e8\uc5b4\ube48\ub3c4&#8221; \uc2dc\ud2b8 \uc608\uc2dc<\/figcaption><\/figure>\n\n\n\n<p>v0.41\uc5d0\uc11c \ucd94\ucd9c\ud55c \uacb0\uacfc\uc5d0\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 DBSchema_Freq \ud56d\ubaa9\uc774 \ucd94\uac00\ub41c\ub2e4.<\/p>\n\n\n\n<p>\u25bc \ubcc0\uacbd \ud6c4 &#8220;\ub2e8\uc5b4\ube48\ub3c4&#8221; \uc2dc\ud2b8 \uc608\uc2dc (v0.41)<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-regular\" style=\"font-size:15px\"><table><tbody><tr><td><strong>\ub2e8\uc5b4<\/strong><\/td><td><strong>Freq<\/strong><\/td><td><strong>Source<\/strong><\/td><td class=\"has-text-align-right\" data-align=\"right\"><strong><mark style=\"background-color:#ffff00\" class=\"has-inline-color\">DBSchema_Freq<\/mark><\/strong><\/td><\/tr><tr><td><strong>\ucf54\ub4dc<\/strong><\/td><td>110<\/td><td>DB1.OWNER1.COMTCADMINISTCODE.ADMINIST_ZONE_CODE(\ud589\uc815\uad6c\uc5ed\ucf54\ub4dc)<br>DB1.OWNER1.COMTCADMINISTCODERECPTNLOG.CHANGE_SE_CODE(\ubcc0\uacbd\uad6c\ubd84\ucf54\ub4dc)<br>DB1.OWNER1.COMTCADMINISTCODERECPTNLOG.CTPRVN_CODE(\uc2dc\ub3c4\ucf54\ub4dc)<br>\u2026<\/td><td class=\"has-text-align-right\" data-align=\"right\">10<\/td><\/tr><tr><td><strong>\ubc88\ud638<\/strong><\/td><td>103<\/td><td>DB1.OWNER1.COMTCADMINISTCODERECPTNLOG.OPERT_SN(\uc791\uc5c5\uc77c\ub828\ubc88\ud638)<br>DB1.OWNER1.COMTCZIP.ZIP(\uc6b0\ud3b8\ubc88\ud638)<br>DB1.OWNER1.COMTHCONFMHISTORY.CONFM_NO(\uc2b9\uc778\ubc88\ud638)<br>\u2026<\/td><td class=\"has-text-align-right\" data-align=\"right\">9<\/td><\/tr><tr><td><strong>\uba85<\/strong><\/td><td>88<\/td><td>DB1.OWNER1.COMTNADBKMANAGE.ADBK_NM(\uc8fc\uc18c\ub85d\uba85)<br>DB1.OWNER1.COMTCCMMNCLCODE.CL_CODE_NM(\ubd84\ub958\ucf54\ub4dc\uba85)<br>DB1.OWNER1.COMTCCMMNDETAILCODE.CODE_NM(\ucf54\ub4dc\uba85)<br>\u2026<\/td><td class=\"has-text-align-right\" data-align=\"right\">5<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">\ubcc0\uacbd \ud6c4 &#8220;\ub2e8\uc5b4\ube48\ub3c4&#8221; \uc2dc\ud2b8 \uc608\uc2dc<\/figcaption><\/figure>\n\n\n\n<p>DBSchema_Freq \ud56d\ubaa9\uc740 \ud574\ub2f9 \ub2e8\uc5b4\uc758 \ucd9c\ucc98\uac00 \uba87 \uac1c\uc758 DB-Schema\uc5d0 \ubd84\ud3ec\ud574 \uc788\ub294\uc9c0 \uc54c\ub824\uc900\ub2e4. \ud45c\uc900 \ub2e8\uc5b4 \ud6c4\ubcf4\uad70\uc744 \uc120\ubcc4\ud558\ub294\ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc870\uae08 \ub354 \uc0c1\uc138\ud558\uac8c \uc81c\uacf5\ud574 \uc904 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ube48\ub3c4(Freq)\ub294 \ub192\uc73c\ub098 DBSchema \ube48\ub3c4(DBSchema_Freq)\ub294 \ub0ae\uc740 \uacbd\uc6b0\n<ul class=\"wp-block-list\">\n<li>\ud574\ub2f9 \ub2e8\uc5b4\ub294 \ud2b9\uc815 DB-Schema\uc5d0\ub9cc \uc9d1\uc911\uc801\uc73c\ub85c \ubc1c\uc0dd\ud558\uace0 \uc788\uc74c<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\ube48\ub3c4(Freq)\uc640 DBSchema \ube48\ub3c4(DBSchema_Freq)\uac00 \ubaa8\ub450 \ub192\uc740 \uacbd\uc6b0\n<ul class=\"wp-block-list\">\n<li>\ud574\ub2f9 \ub2e8\uc5b4\ub294 \uc804\uccb4 DB-Schema\uc5d0 \uace8\uace0\ub8e8 \ubd84\ud3ec\ub418\uc5b4 \uc788\uc74c<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\ube48\ub3c4(Freq)\ub294 \ub0ae\uc73c\ub098 DBSchema \ube48\ub3c4(DBSchema_Freq)\uac00 \uc0c1\ub300\uc801\uc73c\ub85c \ub192\uc740 \uacbd\uc6b0\n<ul class=\"wp-block-list\">\n<li>\ud574\ub2f9 \ub2e8\uc5b4\ub294 \ud45c\uc900 \ub2e8\uc5b4 \ud6c4\ubcf4\uc5d0 \uc81c\uc678\ud558\uc9c0 \uc54a\uace0 \ud3ec\ud568 \uac80\ud1a0<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%EC%86%8C%EC%8A%A4_%EC%BD%94%EB%93%9C_%EB%B3%80%EA%B2%BD_%EB%82%B4%EC%9A%A9\"><\/span>2. \uc18c\uc2a4 \ucf54\ub4dc \ubcc0\uacbd \ub0b4\uc6a9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\uc138 \uac1c \ud568\uc218\uc5d0 \ubcc0\uacbd\uc774 \uc788\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"21_get_db_comment_text_%ED%95%A8%EC%88%98_%EB%B3%80%EA%B2%BD\"><\/span>2.1. get_db_comment_text \ud568\uc218 \ubcc0\uacbd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>343\ud589 \ucd94\uac00: \ud14d\uc2a4\ud2b8 \ucd94\ucd9c\uacb0\uacfc\ub97c \ub2f4\uace0 \uc788\ub294 dataframe \ubcc0\uc218 df_text\uc5d0 DBSchema \uceec\ub7fc\uc744 \ub9cc\ub4e4\uace0 \uac12\uc744 \uc0dd\uc131<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"343\" data-enlighter-title=\"\" data-enlighter-group=\"\">    df_text['DBSchema'] = df_text['DB'] + '.' + df_text['Schema']  # DB.Schema \uac12 \uc0dd\uc131(2023-02-19)<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_get_word_list_%ED%95%A8%EC%88%98_%EB%B3%80%EA%B2%BD\"><\/span>2.2. get_word_list \ud568\uc218 \ubcc0\uacbd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>104, 111\ud589 \ucd94\uac00: \ub2e8\uc5b4 \ucd94\ucd9c\uacb0\uacfc dataframe\uc5d0 DBSchema \uac12 \ucd94\uac00<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"104, 111\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"88\" data-enlighter-title=\"\" data-enlighter-group=\"\">            if len(words) >= 1:\n                # print(nouns, text)\n                for word in words:\n                    # print(noun, '\\t', text)\n                    if not is_db:\n                        # sr_text = Series([file_name, file_type, page, text, word],\n                        #                  index=['FileName', 'FileType', 'Page', 'Text', 'Word'])\n                        df_word = DataFrame(\n                            {'FileName': [file_name], 'FileType': [file_type], 'Page': [page], 'Text': [text],\n                             'Word': [word], 'Source': [source]})\n                    elif is_db_table:\n                        # sr_text = Series([file_name, file_type, page, text, word, db, schema, table],\n                        #                  index=['FileName', 'FileType', 'Page', 'Text', 'Word', 'DB', 'Schema', 'Table'])\n                        df_word = DataFrame(\n                            {'FileName': [file_name], 'FileType': [file_type], 'Page': [page], 'Text': [text],\n                             'Word': [word], 'DB': [db], 'Schema': [schema], 'Table': [table \u201c\u201d not found \/]<br \/>\n, 'Source': [source],\n                             'DBSchema': [db_schema]})\n                    elif is_db_column:\n                        # sr_text = Series([file_name, file_type, page, text, word, db, schema, table, column],\n                        #                  index=['FileName', 'FileType', 'Page', 'Text', 'Word', 'DB', 'Schema', 'Table', 'Column'])\n                        df_word = DataFrame(\n                            {'FileName': [file_name], 'FileType': [file_type], 'Page': [page], 'Text': [text],\n                             'Word': [word], 'DB': [db], 'Schema': [schema], 'Table': [table \u201c\u201d not found \/]<br \/>\n, 'Column': [column],\n                             'Source': [source], 'DBSchema': [db_schema]})<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"23_main_%ED%95%A8%EC%88%98_%EB%B3%80%EA%B2%BD\"><\/span>2.3. main \ud568\uc218 \ubcc0\uacbd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"231_%EB%B3%80%EA%B2%BD_%EC%A0%84_main_%ED%95%A8%EC%88%98_%EB%82%B4%EC%9A%A9\"><\/span>2.3.1. \ubcc0\uacbd \uc804 main \ud568\uc218 \ub0b4\uc6a9<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"479\" data-enlighter-title=\"\" data-enlighter-group=\"\">    # df_group = pd.DataFrame(df_result.groupby(by='Word').size().sort_values(ascending=False))\n    df_result_subset = df_result[['Word', 'Source']]  # \ube48\ub3c4\uc218\ub97c \uad6c\ud558\uae30 \uc704\ud574 \ud544\uc694\ud55c column\ub9cc \ucd94\ucd9c\n    # df_group = df_result_subset.groupby(by='Word').agg(['count', lambda x: list(x)])\n    df_group = df_result_subset.groupby(by='Word').agg(['count', lambda x: '\\n'.join(list(x)[:10])])\n    df_group.index.name = 'Word'  # index\uba85 \uc7ac\uc9c0\uc815\n    df_group.columns = ['Freq', 'Source']  # column\uba85 \uc7ac\uc9c0\uc815<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"232_%EB%B3%80%EA%B2%BD_%ED%9B%84_main_%ED%95%A8%EC%88%98_%EB%82%B4%EC%9A%A9\"><\/span>2.3.2. \ubcc0\uacbd \ud6c4 main \ud568\uc218 \ub0b4\uc6a9<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"482\" data-enlighter-title=\"\" data-enlighter-group=\"\">    df_group = df_result.groupby('Word').agg({\n        'Word': 'count',\n        'Source': lambda x: '\\n'.join(list(x)[:10]),\n        'DBSchema': 'nunique'\n    }).rename(columns={\n        'Word': 'Freq',\n        'Source': 'Source',\n        'DBSchema': 'DBSchema_Freq'\n    })<\/pre>\n\n\n\n<p>\uc774 \ucf54\ub4dc\ub294 \ub2e8\uc5b4 \ucd94\ucd9c\uacb0\uacfc dataframe \ubcc0\uc218\uc778 df_result\uc5d0\uc11c Word(\ub2e8\uc5b4)\ub85c \ubb36\uace0(groupby) DBSchema \uac12\uc758 \uc911\ubcf5\uc744 \uc81c\uac70\ud55c \uac1c\uc218(nunique)\ub97c \uad6c\ud558\uc5ec \uadf8 \ud56d\ubaa9\uc758 \uba85\uce6d\uc744 DBSchema_Freq\ub85c \uba85\uba85\ud55c\ub2e4.<\/p>\n\n\n\n<p>\ucc38\uace0\ub85c, \uc774 \ucf54\ub4dc\ub294 \uc791\uc131\ud55c \ud14c\uc2a4\ud2b8 \ucf54\ub4dc\ub97c <a href=\"https:\/\/chat.openai.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">ChatGPT<\/a>\uc5d0\uac8c \uc8fc\uace0, \ub2e8\uc21c\ud654(simplification) \ud574\ub2ec\ub77c\uace0 \uc694\uccad\ud558\uc5ec \ubc1b\uc740 \ucf54\ub4dc\uc774\ub2e4. \ub2e8\uc21c\ud654 \uc804\uc5d0\ub294 \ub450 \uac1c\uc758 dataframe\uc73c\ub85c \ub098\ub204\uc5b4\uc11c \uac01\uac01 lambda\uc640 nunique\ub97c \uc801\uc6a9\ud55c \ub2e4\uc74c \ub2e4\uc2dc \ud558\ub098\ub85c merge\ud558\ub294 \ubcf5\uc7a1\ud55c \ucf54\ub4dc\uc600\ub2e4. \uc694\uc998 <a href=\"https:\/\/chat.openai.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">ChatGPT<\/a> \ub2a5\ub825\uc5d0 \uac10\ud0c4\ud558\ub294 \uc911\uc774\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"24_v041%EC%97%90%EC%84%9C_%EB%8B%AC%EB%9D%BC%EC%A7%84_%EC%86%8C%EC%8A%A4%EC%BD%94%EB%93%9C_%EC%A0%84%EC%B2%B4_%EC%83%81%EC%84%B8%EB%B3%B4%EA%B8%B0\"><\/span>2.4. v0.41\uc5d0\uc11c \ub2ec\ub77c\uc9c4 \uc18c\uc2a4\ucf54\ub4dc \uc804\uccb4 \uc0c1\uc138\ubcf4\uae30<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\uc544\ub798 github \ub9c1\ud06c\uc5d0\uc11c \ubcc0\uacbd\ub41c \ub0b4\uc6a9\uc744 \uc0c1\uc138\ud558\uac8c \ud655\uc778\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p style=\"font-size:14px\"><a href=\"https:\/\/github.com\/DAToolset\/ToolsForDataStandard\/commit\/b4b241b87f8cbf702087a33ad76302535640cf37?diff=split\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/DAToolset\/ToolsForDataStandard\/commit\/b4b241b87f8cbf702087a33ad76302535640cf37?diff=split<\/a><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/word_extractor_v0.41_change.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"631\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/word_extractor_v0.41_change-1024x631.png\" alt=\"v0.41\uc5d0\uc11c \ub2ec\ub77c\uc9c4 \uc18c\uc2a4\ucf54\ub4dc \ub0b4\uc6a9\" class=\"wp-image-12311\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/word_extractor_v0.41_change-1024x631.png 1024w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/word_extractor_v0.41_change-300x185.png 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/word_extractor_v0.41_change-768x473.png 768w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/word_extractor_v0.41_change-1536x946.png 1536w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/word_extractor_v0.41_change-18x12.png 18w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/word_extractor_v0.41_change-24x15.png 24w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/word_extractor_v0.41_change-36x22.png 36w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/word_extractor_v0.41_change-48x30.png 48w, https:\/\/prodskill.com\/wp-content\/uploads\/2023\/02\/word_extractor_v0.41_change.png 1609w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\">v0.41\uc5d0\uc11c \ub2ec\ub77c\uc9c4 \uc18c\uc2a4\ucf54\ub4dc \ub0b4\uc6a9<\/figcaption><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%EB%8B%A8%EC%96%B4_%EC%B6%94%EC%B6%9C_%EB%8F%84%EA%B5%ACv041_%EB%8B%A4%EC%9A%B4%EB%A1%9C%EB%93%9C%EC%99%80_%EC%8B%A4%ED%96%89\"><\/span>3. \ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c(v0.41) \ub2e4\uc6b4\ub85c\ub4dc\uc640 \uc2e4\ud589<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\uc544\ub798 \ub9c1\ud06c\uc5d0\uc11c \ubcc0\uacbd\ub41c word_extractor.py \ud30c\uc77c\uc744 \ud655\uc778\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/DAToolset\/ToolsForDataStandard\/blob\/main\/WordExtractor\/word_extractor.py\">ToolsForDataStandard\/word_extractor.py at main \u00b7 DAToolset\/ToolsForDataStandard (github.com)<\/a><\/p>\n\n\n\n<p>\uc2e4\ud589\ubc29\ubc95\uc740 v0.40\uacfc \ub3d9\uc77c\ud558\ub2e4. \uc544\ub798 \ub0b4\uc6a9\uc744 \ucc38\uace0\ud558\uae30 \ubc14\ub780\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-\uc0dd\uc0b0\uc131-skill wp-block-embed-\uc0dd\uc0b0\uc131-skill\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"gqOObYoK6Q\"><a href=\"https:\/\/prodskill.com\/ko\/word-extractor-run-and-check-result\/\">\ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c(3): \ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c \uc2e4\ud589 \ubc29\ubc95\uacfc \uacb0\uacfc \ud655\uc778 \ubc29\ubc95<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;\ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c(3): \ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c \uc2e4\ud589 \ubc29\ubc95\uacfc \uacb0\uacfc \ud655\uc778 \ubc29\ubc95&#8221; &#8212; \uc0dd\uc0b0\uc131 Skill\" src=\"https:\/\/prodskill.com\/ko\/word-extractor-run-and-check-result\/embed\/#?secret=2r84qIiqtO#?secret=gqOObYoK6Q\" data-secret=\"gqOObYoK6Q\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c v0.41\uc740 \ucda9\ubd84\ud788 \ud14c\uc2a4\ud2b8\ub418\uc9c0 \uc54a\uc544\uc11c \uc624\ub958 \ub610\ub294 \ubc84\uadf8\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\ub2e4. \uc0ac\uc6a9\uc911 \uc624\ub958, \ubc84\uadf8, \ubb38\uc758 \ub4f1\uc740 \ub313\uae00\ub85c \ub0a8\uaca8\uc8fc\uae30 \ubc14\ub780\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>* \ubc84\uadf8\ub97c \uc218\uc815\ud558\uc5ec \uc0c8\ub85c \ubc30\ud3ec\ud55c v0.42\ub3c4 \ud568\uaed8 \ucc38\uc870\ud558\uae30 \ubc14\ub780\ub2e4.\ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c v0.42 \ubc30\ud3ec: Bug fix &#8211; \uc0dd\uc0b0\uc131 Skill (prodskill.com) \uae30\uc874\uc5d0 \ubc30\ud3ec\ud55c \ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c(v0.40)\uc5d0\uc11c \ub2e8\uc5b4\uc758 DBSchema \ubc1c\uc0dd \ube48\ub3c4 \ud56d\ubaa9\uc744 \ucd94\uac00\ud558\uc5ec \ucd94\ucd9c\ud558\ub3c4\ub85d \uae30\ub2a5\uc744 \ubcf4\uc644\ud558\uc5ec \ubc30\ud3ec\ud55c\ub2e4. DBSchema_Freq \ud56d\ubaa9\uc740 \ud574\ub2f9 \ub2e8\uc5b4\uc758 \ucd9c\ucc98\uac00 \uba87&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":12309,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[15,83,84],"class_list":["post-12305","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-word-extractor","tag-python","tag-83","tag-word-extractor"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c v0.41 \ubc30\ud3ec: \ub2e8\uc5b4\uc758 DBSchema \ubc1c\uc0dd \ube48\ub3c4 \ud56d\ubaa9\uc744 \ucd94\uac00 - \uc0dd\uc0b0\uc131 Skill<\/title>\n<meta name=\"description\" content=\"\uae30\uc874\uc5d0 \ubc30\ud3ec\ud55c \ub2e8\uc5b4 \ucd94\ucd9c \ub3c4\uad6c(v0.40)\uc5d0\uc11c \ub2e8\uc5b4\uc758 DBSchema \ubc1c\uc0dd \ube48\ub3c4 \ud56d\ubaa9\uc744 \ucd94\uac00\ud558\uc5ec \ucd94\ucd9c\ud558\ub3c4\ub85d \uae30\ub2a5\uc744 \ubcf4\uc644\ud558\uc5ec \ubc30\ud3ec\ud55c\ub2e4. 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