{"id":63800,"date":"2023-07-04T16:11:46","date_gmt":"2023-07-04T07:11:46","guid":{"rendered":"https:\/\/smilegate.ai\/?p=63800"},"modified":"2023-07-04T16:14:19","modified_gmt":"2023-07-04T07:14:19","slug":"%ed%8c%8c%ec%9d%bc-%eb%b2%88%ec%97%ad-%eb%aa%a8%eb%8d%b8%eb%a7%81%eb%b3%b4%eb%8b%a4%eb%8a%94-%ec%84%9c%eb%b9%84%ec%8a%a4-%ea%b4%80%ec%a0%90%ec%97%90%ec%84%9c%ec%9d%98-%ec%97%94%ec%a7%80%eb%8b%88","status":"publish","type":"post","link":"https:\/\/smilegate.ai\/cn\/2023\/07\/04\/%ed%8c%8c%ec%9d%bc-%eb%b2%88%ec%97%ad-%eb%aa%a8%eb%8d%b8%eb%a7%81%eb%b3%b4%eb%8b%a4%eb%8a%94-%ec%84%9c%eb%b9%84%ec%8a%a4-%ea%b4%80%ec%a0%90%ec%97%90%ec%84%9c%ec%9d%98-%ec%97%94%ec%a7%80%eb%8b%88\/","title":{"rendered":"\ud30c\uc77c \ubc88\uc5ed: \ubaa8\ub378\ub9c1\ubcf4\ub2e4\ub294 \uc11c\ube44\uc2a4 \uad00\uc810\uc5d0\uc11c\uc758 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1"},"content":{"rendered":"<p>[\uac00\uc0c1\uc0dd\uba85\uc5f0\uad6c\ud300 \uae40\uc11d\uacb8] \uc774 \uae00\uc5d0\uc11c \uc18c\uac1c \ub4dc\ub9b4 \ud504\ub85c\uc81d\ud2b8\uc758 \uc8fc\uc81c\ub294 &#8220;\ud30c\uc77c \ubc88\uc5ed&#8221; \uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubc88\uc5ed \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uae30 \uc55e\uc11c \uae30\uc874\uc5d0 \uc11c\ube44\uc2a4 \uc911\uc778 \ubc88\uc5ed \uc11c\ube44\uc2a4\ub4e4\uc744 \uc0b4\ud3b4 \ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uadf8 \uc911\uc5d0 \ub208\uc5d0 \ub748 \uac83\uc774 &#8220;\ud30c\uc77c \ubc88\uc5ed&#8221; \uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\ud30c\uc77c \ubc88\uc5ed\uc740 \uc5b4\ub5a4 \uc11c\ube44\uc2a4\uc778\uac00?<\/h3>\n\n\n\n<p>\ud30c\uc77c \ubc88\uc5ed\uc740 \ubb38\uc11c\ud654\ub41c \uc6cc\ub4dc \ud30c\uc77c, \uc5d1\uc140 \ud30c\uc77c \ud639\uc740 ppt \ud30c\uc77c\uc744 \uc785\ub825\uc73c\ub85c \ubc1b\uc544\uc11c \ubaa9\ud45c\ub85c \ud558\ub294 \uc5b8\uc5b4\ub85c \ubc88\uc5ed\ud558\uace0 \uc774\ubbf8\uc9c0\ub098 \ud45c, \uae00\uc758 \uc2a4\ud0c0\uc77c \ub4f1\uc740 \uc720\uc9c0\ud558\ub294 \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4. (\ubc30\uce58\ub85c \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \ub364\ud504\uc6a9 \ud30c\uc77c\uc774 \uc544\ub2d9\ub2c8\ub2e4.)<\/p>\n\n\n\n<p>\uc5b4\ub5a4 \uc11c\ube44\uc2a4\uc778\uc9c0\ub294 \ubcf4\uc5ec \ub4dc\ub9ac\ub294 \uac8c \uac00\uc7a5 \uc9c1\uad00\uc801\uc774\ub77c \uc544\ub798 \uc601\uc0c1\uc744 \ucc38\uc870\ud574 \uc8fc\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/07\/\u1112\u116a\u1106\u1167\u11ab-\u1100\u1175\u1105\u1169\u11a8-2023-06-30-\u110b\u1169\u1112\u116e-3.20.08.mov\"><\/video><\/figure>\n\n\n\n<p>\uc704 \uc0ac\uc774\ud2b8\ub294 NLP \uad00\ub828 API \ub4e4\uc744 \uc0ac\uc6a9\ud574 \ubcfc \uc218 \uc788\ub294 \ub370\ubaa8 \ubaa8\uc74c \uc0ac\uc774\ud2b8 \ub0b4\uc5d0\uc11c \ud30c\uc77c \ubc88\uc5ed \ud398\uc774\uc9c0\uc785\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\ud604\uc7ac\ub294 \ud55c &lt;-&gt; \uc601 \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uace0, \ud30c\uc77c \ud3ec\ub9f7\uc740 \uc6cc\ub4dc\uc640 \uc5d1\uc140 \ud30c\uc77c\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\uc6a9\uc5b4\uc9d1 \uae30\ub2a5\uc740 placeholding \ud1a0\ud070\uc744 \ud559\uc2b5 \ubb38\uc7a5\uc5d0 \ubc18\uc601\ud574\uc11c \ud544\uc694\uc5d0 \ub530\ub77c \ud2b9\uc815 \uc6a9\uc5b4 \ub9e4\ud551\uc744 \ud559\uc2b5\uc5d0 \ubc18\uc601\ud558\uc9c0 \uc54a\uace0\ub3c4 \ucd94\ub860 \uc2dc \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc2a4\ub9c8\uc77c\uac8c\uc774\ud2b8\uc640 \uac19\uc774 \uac8c\uc784 \uc5c5\uacc4\ub294 \uce90\ub9ad\ud130 \ud639\uc740 \uc2a4\ud0ac\ucc98\ub7fc \uc0c8\ub85c\uc6b4 \ub2e8\uc5b4\ub4e4\uc774 \uc790\uc8fc \ub098\ud0c0\ub098\ub2e4 \ubcf4\ub2c8 \uc774\ub97c \ub9e4\ubc88 \ud559\uc2b5\ud558\ub294 \uac83\ubcf4\ub2e4\ub294 \uc6a9\uc5b4\uc9d1 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\ub294 \uac83\uc774 \ub354 \ud6a8\uc728\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub2e4\uc74c\uc740 \uc774\ubc88 \uac1c\ubc1c\uc744 \ud558\uba74\uc11c \uc5b4\ub824\uc6e0\ub358 \uc810\ub4e4 \uc704\uc8fc\ub85c \uc5b4\ub5bb\uac8c \ud574\uacb0\ud588\ub294\uc9c0 \ud480\uc5b4\ubcf4\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\ubb34\uc5c7\uc774 \uc5b4\ub824\uc6e0\ub098?<\/h3>\n\n\n\n<h4 class=\"has-light-gray-color has-text-color wp-block-heading\">1. \ub2e8\uc5f0 \uc2a4\ud0c0\uc77c \ubcf5\uc81c<\/h4>\n\n\n\n<p>\ud30c\uc77c \ubc88\uc5ed\uc758 \ud575\uc2ec\uc740 \uc2a4\ud0c0\uc77c\uc744 \ubcf5\uc81c\ud55c\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \ubb38\uc81c\ub294 \uc6cc\ub4dc\ub098 \uc5d1\uc140\uc744 \uc644\ubcbd\ud558\uac8c \ud30c\uc2f1\ud558\uace0 \ub2e4\uc2dc \ud30c\uc77c\uc744 \uad6c\uc131\ud560 \uc218 \uc788\ub294 \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\uc6cc\ub4dc \ud30c\uc77c\uc744 \uc704\ud574\uc11c\ub294 <strong>python-docx<\/strong> \ub97c, \uc5d1\uc140 \ud30c\uc77c\uc744 \uc704\ud574\uc11c\ub294 <strong>openpyxl<\/strong> \uc744 \uc0ac\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4\ub9cc \ub458 \ub2e4 \uac01 \ud30c\uc77c\uc744 \ucc98\ub9ac\ud558\ub294\ub370 \uc81c\ud55c\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud30c\uc77c\uc758 \uc11c\ube0c \ucef4\ud3ec\ub10c\ud2b8\ub97c \ud558\ub098\uc529 \ubcf5\uc81c\ud574\uc11c \uc2a4\ud0c0\uc77c\uc744 \ubd99\uc774\ub294 \uac83\uc774 \ub418\ub294 \uac83\ub3c4 \uc788\uace0 \uc544\ub2cc \uac83\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<h5 class=\"has-text-color wp-block-heading\" style=\"color:#003eb1\">\ubc14\uafc0 \ubd80\ubd84\ub9cc \ubc14\uafb8\uc790 <\/h5>\n\n\n\n<p>\ub9ac\uc561\ud2b8\ub97c \ubc30\uc6b8 \ub54c \ubcf4\ub2c8 virtual DOM \uc774\ub77c\ub294 \uac1c\ub150\uc744 \uc811\ud558\uc600\uc2b5\ub2c8\ub2e4. \uac00\uc0c1\uc758 DOM \uc744 \ub744\uc6b0\uace0 \ubc14\ub010 \ubd80\ubd84\ub9cc \ubcc0\uacbd\ud558\uc5ec \uc804\uccb4\ub97c \ub9ac\ub85c\ub529\ud558\ub294 \uc218\uace0\ub97c \uc904\uc5ec\uc900\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\uadf8 \ubaa9\uc801\uc774 \ub2e4\ub974\uae34 \ud558\uc9c0\ub9cc \ubc14\ub00c\uc9c0 \uc54a\ub294 \ubd80\ubd84\uc5d0 \ub300\ud574\uc11c\ub294 \ubc14\uafb8\uc9c0 \uc54a\uae30 \uc704\ud574\uc11c \uc785\ub825\ud55c \ud30c\uc77c\uc744 \uae30\uc900\uc73c\ub85c \uc785\ub825 \ud30c\uc77c \ubcc0\uc218\uc640 \ucd9c\ub825 \ud30c\uc77c \ubcc0\uc218\ub97c \ubbf8\ub9ac \uc0dd\uc131\ud574\ub450\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc785\ub825 \ud30c\uc77c \uc778\uc2a4\ud134\uc2a4\uc5d0\uc11c \ubc88\uc5ed\ud560 \ud14d\uc2a4\ud2b8\ub97c \ucc3e\uc544 \ucd9c\ub825 \ud30c\uc77c \uc778\uc2a4\ud134\uc2a4\uc5d0 \ubcc0\uacbd\ud560 \ubd80\ubd84\ub9cc \uad50\uccb4\ud558\uace0 \ub098\uba38\uc9c0\ub294 \uadf8\ub300\ub85c \ub450\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\uc774 \ubc29\ubc95\uc774 \uc798 \uba39\ud788\ub294 \ubd80\ubd84\uc774 \uc788\uace0 \uc548 \ub418\ub294 \ubd80\ubd84\ub3c4 \uc788\uc9c0\ub9cc \uae30\ubcf8\uc801\uc73c\ub85c\ub294 \uac1c\ubc1c \ubd80\ub2f4\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub2e4\uc74c\uc740 \uc5d1\uc140 \ud30c\uc77c \uc608\uc2dc\uc785\ub2c8\ub2e4. (\uc6cc\ub4dc \ud30c\uc77c\ub3c4 \ub3d9\uc77c\ud558\uac8c \uc9c4\ud589\ud588\uc2b5\ub2c8\ub2e4.)<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from openpyxl import load_workbook\n\nin_wb = load_workbook(input_file)\nout_wb = load_workbook(input_file)<\/code><\/pre>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\ub610 \ub2e4\ub978 \uc2a4\ud0c0\uc77c \ubcf5\uc81c \ubb38\uc81c\ub294 \uac19\uc740 \ubb38\ub2e8\uc5d0\uc11c \ub2e4\ub978 \uc2a4\ud0c0\uc77c\uc744 \uc801\uc6a9\ud55c \uac83\uc774 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uba74 &#8220;\uc548\ub155\ud558\uc138\uc694 \uc800\ub294 <strong>\uae40\uc11d\uacb8<\/strong> \uc785\ub2c8\ub2e4.&#8221; \uc5d0\uc11c &#8220;\uae40\uc11d\uacb8&#8221;\uc5d0\ub9cc \ubcfc\ub4dc\uccb4\uac00 \uc801\uc6a9\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\ubcfc\ub4dc\uccb4 \ubd80\ubd84\uc744 \uad6c\ubd84\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \ubc88\uc5ed\uc744 \ubb38\uc7a5 \uc804\uccb4\ub85c \ud558\uc9c0 \uc54a\uc73c\uba74 \uc804\ud600 \ub2e4\ub978 \uc758\ubbf8\uc758 \ubc88\uc5ed\ubb38\uc774 \ub098\uc62c \uc218 \uc788\uc5b4\uc11c \ubc88\uc5ed\uc740 \ubb38\uc7a5 \ud639\uc740 \ubb38\ub2e8 \ub2e8\uc704\ub85c \uc9c4\ud589\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \ubb38\uc81c\ub294 \ubc88\uc5ed\uc740 \uc804\uccb4\ub85c \uc9c4\ud589\ud558\ub294\ub370 \uc2a4\ud0c0\uc77c \ubcf5\uc81c\ub9cc \ubd80\ubd84\uc73c\ub85c \ud558\ub294 \uac83\uc774 \uaf64\ub098 \uae4c\ub2e4\ub85c\uc6b4 \uc791\uc5c5\uc774\ub77c\ub294 \uac83 \uc785\ub2c8\ub2e4. \uc704\uc758 \uc608\uc81c\ub294 \uadf8\ub098\ub9c8 \uba85\uc0ac\ub85c \ub418\uc5b4 \uc788\uc5b4\uc11c \ubc88\uc5ed \uc2dc\uc5d0 \ucc3e\uc744 \uc218\ub3c4 \uc788\uaca0\uc9c0\ub9cc \uadf8 \uc678\uc758 \ud488\uc0ac\ub294 \ubc88\uc5ed\ubb38\uc73c\ub85c \uc815\ud655\ud788 \uad6c\ubd84\ud558\uae30 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\uc774 \ubb38\uc81c\uc5d0 \ub300\ud574\uc11c \ud574\uacb0\ubcf4\ub2e4\ub294 \uc808\ucda9\uc548\uc744 \uc120\ud0dd\ud588\uc2b5\ub2c8\ub2e4.  \uc608\ub97c \ub4e4\uc5b4,  \uc6cc\ub4dc \ud30c\uc77c\uc758 paragraph \uc548\uc758 run \ub2e8\uc704\ub85c \ubc88\uc5ed\uc744 \ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c paragraph \ub2e8\uc704\ub85c \ubc88\uc5ed\uc744 \ud558\uace0 \uc2a4\ud0c0\uc77c\uc740 \uccab \ubc88\uc9f8 run\uc758 \uc2a4\ud0c0\uc77c\uc744 \ud574\ub2f9 paragraph\uc5d0 \uc801\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. <\/p>\n\n\n\n<p>(paragraph \uc758 \ud558\uc704 \ucef4\ud3ec\ub10c\ud2b8\ub294 run \uc774\uace0, run\uc740 \ub3d9\uc77c\ud55c \uc2a4\ud0c0\uc77c\uc744 \uac00\uc9c4\ub2e4.)<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"has-light-gray-color has-text-color wp-block-heading\">2. \ud615\ud0dc\ubcc4 \uc21c\uc11c \uc9c0\ud0a4\uae30<\/h4>\n\n\n\n<p>\uc774 \uc560\ub85c\uc0ac\ud56d\uc740 \uc6cc\ub4dc \ud30c\uc77c\uc5d0 \ub300\ud55c \ubd80\ubd84\uc785\ub2c8\ub2e4. Document \uc778\uc2a4\ud134\uc2a4\uc758 \uc8fc\uc694 \ucef4\ud3ec\ub10c\ud2b8\ub294 \ubb38\ub2e8(Document.paragraphs)\uacfc \ud14c\uc774\ube14(Document.tables) \uc785\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\ubb38\ub2e8 \ucef4\ud3ec\ub10c\ud2b8\uc640 \ud14c\uc774\ube14 \ucef4\ud3ec\ub10c\ud2b8\ub294 \ud55c \ubc88\uc5d0 \uc21c\uc11c\ub300\ub85c \ub0b4\uc6a9\uc744 \uad6c\ubcc4\ud560 \uc218 \uc788\ub294 \uba54\uc11c\ub4dc\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\ubb38\uc81c\ub294 \ubb38\ub2e8\uacfc \ud14c\uc774\ube14\uc774 \uc11e\uc778 \uc6cc\ub4dc \ud30c\uc77c\uc744 \uc55e \ubd80\ubd84\uc5d4 \ubb38\ub2e8\ub9cc, \ub4b7 \ubd80\ubd84\uc5d4 \ud14c\uc774\ube14\ub9cc \uc784\uc758\ub85c \ubc30\uce58\ud558\uba74 \ud30c\uc77c \ubc88\uc5ed\uc758 \ucde8\uc9c0\uc5d0 \ubc97\uc5b4\ub098\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h5 class=\"has-text-color wp-block-heading\" style=\"color:#003eb1\">\ub2e4 \ud569\uccd0\uc11c id\ub85c \uc815\ub82c\ud558\uae30<\/h5>\n\n\n\n<pre class=\"wp-block-code\"><code>from docx import Document\nfrom docx.table import Table\nfrom docx.text.paragraph import Paragraph\n\ninput_doc = Document(input_file)\n\n# \ub9ac\uc2a4\ud2b8\ub85c \ud569\uce58\uae30\nin_elements = input_doc.paragraphs + input_doc.tables\n\n# elements\ub97c \ubb38\uc11c\uc5d0\uc11c\uc758 \uc21c\uc11c\ub300\ub85c \uc815\ub82c\nin_elements.sort(key=lambda x: x._element.getparent().index(x._element))\n\n# \uc21c\uc11c\ub300\ub85c \ud655\uc778\nfor in_element in in_elements:\n    if isinstance(in_element, Paragraph):\n         (\ucf54\ub4dc)\n    elif isinstance(in_element, Table):\n         (\ucf54\ub4dc)<\/code><\/pre>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"has-light-gray-color has-text-color wp-block-heading\">3. \ucc98\ub9ac \uc18d\ub3c4<\/h4>\n\n\n\n<p>\uc21c\uc11c\ub300\ub85c \ucc98\ub9ac\ud558\ub294 \ud504\ub85c\uc138\uc2a4\ub2e4 \ubcf4\ub2c8 \ubc88\uc5ed\uc5d0 \uc18c\uc694\ub418\ub294 \uc2dc\uac04\uc774 \ub9ce\uc774 \ub4e4\uc5b4\uac14\uc2b5\ub2c8\ub2e4. \uadf8\ub098\ub9c8 \uc6cc\ub4dc \ud30c\uc77c\uc740 paragraph \ub2e8\uc704\ub85c \ubc88\uc5ed\ud558\uc5ec \ucd94\ub860 \uc2dc\uac04\uc774 \uc9e7\uc740\ub370 \ube44\ud574 \uc5d1\uc140 \ud30c\uc77c\uc740 \ucc98\uc74c\uc5d0 \uc140 \ub2e8\uc704\ub85c \ubc88\uc5ed\uc744 \ud558\ub2c8 \ucd94\ub860 \uc2dc\uac04\uc774 \uc624\ub798 \uac78\ub838\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<h5 class=\"has-text-color wp-block-heading\" style=\"color:#003eb1\">\ud589 \ub2e8\uc704 \ubc30\uce58 \ucc98\ub9ac<\/h5>\n\n\n\n<p>\uc81c\uac00 \ub9cc\ub4e0 \ubc88\uc5ed \ubaa8\ub378\uc740 \ubc30\uce58\ub85c \uc785\ub825\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \uc5d1\uc140\uc758 \ud589 \ub2e8\uc704\ub85c \ub370\uc774\ud130\ub97c \ubc30\uce58\ub85c \ubc1b\uc544\uc11c \ucc98\ub9ac\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"has-light-gray-color has-text-color wp-block-heading\">4. \ud558\uc774\ud37c\ub9c1\ud06c<\/h4>\n\n\n\n<p>\uc6cc\ub4dc\uc5d0\uc11c \ud558\uc774\ud37c\ub9c1\ud06c \ucd94\ucd9c\uc740 python-docx\uac00 \uacf5\uc2dd\uc801\uc73c\ub85c \uc9c0\uc6d0\ud558\ub294 \ubd80\ubd84\uc740 \uc544\ub2d9\ub2c8\ub2e4. \ub2e4\ub9cc xml \uc744 \uac00\uc838\uc624\ub294 \ubd80\ubd84\uc744 \ud1b5\ud574 \ub9c1\ud06c\ub97c \ucd94\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub2e4\uc74c\uc740 \ub2e4\uc591\ud55c \uc0c1\ud669\uc5d0\uc11c \uc4f0\uc77c \uc218 \uc788\uac8c \uc5ec\ub7ec \ud568\uc218\ub97c \uc18c\uac1c\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 class=\"has-text-color wp-block-heading\" style=\"color:#003eb1\">1. paragraph\uc5d0 \ud558\uc774\ud37c\ub9c1\ud06c\uac00 \uc788\ub294\uc9c0 \ud655\uc778\ud558\ub294 \ud568\uc218<\/h5>\n\n\n\n<pre class=\"wp-block-code\"><code>import xml.etree.ElementTree as ET\n\ndef contains_hyperlink(paragraph):\n    xml = ET.fromstring(paragraph._p.xml)\n    return bool(xml.find('{http:\/\/schemas.openxmlformats.org\/wordprocessingml\/2006\/main}hyperlink'))\n<\/code><\/pre>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 class=\"has-text-color wp-block-heading\" style=\"color:#003eb1\">2. \ud558\uc774\ud37c\ub9c1\ud06c\uac00 \ud3ec\ud568\ub41c paragraph\uc5d0 \uc788\ub294 text\uc640 url \uc744 \ucd94\ucd9c\ud558\ub294 \ud568\uc218<\/h5>\n\n\n\n<pre class=\"wp-block-code\"><code>def extract_text_and_links(paragraph):\n    result = &#91;]\n    hyperlink = &#91;]\n    # \ubaa8\ub4e0 \uc790\uc2dd \uc694\uc18c\ub97c \uc21c\ud658\ud55c\ub2e4\n    for element in paragraph._element.getchildren():\n        # hyperlink\uac00 \uc788\ub294\uc9c0 \ud655\uc778\ud558\uace0 \uc788\uc73c\uba74 url\uacfc text\ub97c \ub9ac\uc2a4\ud2b8\uc5d0 \ucd94\uac00\ud55c\ub2e4.\n        if \"{http:\/\/schemas.openxmlformats.org\/wordprocessingml\/2006\/main}hyperlink\" in element.tag:\n            hyperlink_text = \"\".join(&#91;e.text for e in element.iter() if \"{http:\/\/schemas.openxmlformats.org\/wordprocessingml\/2006\/main}t\" in e.tag])\n            r_id = element.get(\"{http:\/\/schemas.openxmlformats.org\/officeDocument\/2006\/relationships}id\")\n            hyperlink.append(paragraph.part.rels&#91;r_id]._target)\n            result.append(hyperlink_text)\n            \n        # \ud14d\uc2a4\ud2b8\ub9cc \uc788\ub294 \uacbd\uc6b0 \ud14d\uc2a4\ud2b8\ub9cc \ucd94\uac00\ud55c\ub2e4.\n        elif \"{http:\/\/schemas.openxmlformats.org\/wordprocessingml\/2006\/main}r\" in element.tag:\n            for sub_element in element:\n                if \"{http:\/\/schemas.openxmlformats.org\/wordprocessingml\/2006\/main}t\" in sub_element.tag:\n                    result.append(sub_element.text)\n    # \ud14d\uc2a4\ud2b8\uc640 URL \ubc18\ud658\n    # \ud14d\uc2a4\ud2b8 \ub9ac\uc2a4\ud2b8\ub294 \ud558\ub098\uc758 \ud14d\uc2a4\ud2b8 \uc2dc\ud000\uc2a4\ub85c \ubc18\ud658\n    return \"\".join(result), hyperlink<\/code><\/pre>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 class=\"has-text-color wp-block-heading\" style=\"color:#003eb1\">3. paragraph\uc5d0 \ud558\uc774\ud37c\ub9c1\ud06c\uac00 \ud3ec\ud568\ub41c run \ucd94\uac00\ud558\ub294 \ud568\uc218<\/h5>\n\n\n\n<pre class=\"wp-block-code\"><code>def add_hyperlink(paragraph, url, text, color=\"blue\", underline=True):\n    \n    # This gets access to the document.xml.rels file and gets a new relation id value\n    part = paragraph.part\n    r_id = part.relate_to(url, docx.opc.constants.RELATIONSHIP_TYPE.HYPERLINK, is_external=True)\n\n    # Create the w:hyperlink tag and add needed values\n    hyperlink = docx.oxml.shared.OxmlElement('w:hyperlink')\n    hyperlink.set(docx.oxml.shared.qn('r:id'), r_id, )\n\n    # Create a w:r element\n    new_run = docx.oxml.shared.OxmlElement('w:r')\n\n    # Create a new w:rPr element\n    rPr = docx.oxml.shared.OxmlElement('w:rPr')\n\n    # Add color if it is given\n    if color:\n        c = docx.oxml.shared.OxmlElement('w:color')\n        c.set(docx.oxml.shared.qn('w:val'), color)\n        rPr.append(c)\n\n    # Remove underlining if it is requested\n    if underline:\n        u = docx.oxml.shared.OxmlElement('w:u')\n        u.set(docx.oxml.shared.qn('w:val'), 'single')\n        rPr.append(u)\n\n    # Join all the xml elements together add add the required text to the w:r element\n    new_run.append(rPr)\n    new_run.text = text\n    hyperlink.append(new_run)\n    paragraph._p.append(hyperlink)\n\n    return hyperlink<\/code><\/pre>\n\n\n\n<p>\ub514\ud14c\uc77c\ud558\uac8c\ub294 \ub2e4\ub978 \ubb38\uc81c\ub4e4\ub3c4 \ub9ce\uc558\uc9c0\ub9cc \uc911\uc694\ud558\ub2e4\uace0 \uc0dd\uac01\ud558\ub294 \ubd80\ubd84\uc740 \uc704\uc640 \uac19\uc558\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"has-dark-gray-color has-text-color wp-block-heading\">\ub9c8\uce68<\/h3>\n\n\n\n<p>\ubaa8\ub378\ub9c1 \uc704\uc8fc\ub85c \uc791\uc5c5\ud558\ub2e4\uac00 \uc774\ub7f0 \uc2e4\uc6a9\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uac1c\ubc1c\ud558\uba74\uc11c \uc5d4\ub4dc \uc720\uc800\uc758 \ud3b8\uc758\uc131 \uc99d\ub300\ub294 \ubaa8\ub378 \uc131\ub2a5\ub9cc\uc774 \ub2e4\uac00 \uc544\ub2c8\ub77c\ub294 \uc810\uc744 \ub290\uaf08\uc2b5\ub2c8\ub2e4. \uc704 \uc791\uc5c5\uc744 \ud558\uba74\uc11c \uc81c\ub300\ub85c \ub41c \ub808\ud37c\ub7f0\uc2a4\uac00 \uc5c6\uc5b4\uc11c \ub09c\uac10\ud55c \uc801\uc774 \uc5ec\ub7ec \ubc88 \uc788\uc5c8\ub294\ub370 \ubc88\uc5ed\uc774 \uc544\ub2c8\ub354\ub77c\ub3c4 \uc6cc\ub4dc \ud30c\uc77c \ub4f1\uc744 \ub2e4\ub8e8\uba74\uc11c \uc5b4\ub824\uc6c0\uc744 \ub290\ub07c\uc2dc\ub294 \ubd84\ub4e4\uaed8 \ub3c4\uc6c0\uc774 \ub418\ub294 \uae00\uc774\uc5c8\uc73c\uba74 \ud569\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\uac10\uc0ac\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u53c2\u8003<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/python-docx.readthedocs.io\/en\/latest\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/python-docx.readthedocs.io\/en\/latest\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/openpyxl.readthedocs.io\/en\/stable\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/openpyxl.readthedocs.io\/en\/stable\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/wikidocs.net\/91661\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/wikidocs.net\/91661<\/a><\/li>\n<\/ul>\n<div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_63800\"  data-site_id=\"5f255b28943ec9a60bed08fd\"  data-lang=\"ko\"  data-dislike_enabled=\"false\"  data-icon_dislike_show=\"false\"  data-tooltip_enabled=\"false\"  data-white_label=\"true\"  data-rich_snippet=\"true\"  data-popup_disabled=\"true\"  data-i18n_like=\"Like\"  data-style=\"\"  data-unlike_allowed=\"\"  data-show_copyright=\"\"  data-item_url=\"https:\/\/smilegate.ai\/cn\/2023\/07\/04\/%ed%8c%8c%ec%9d%bc-%eb%b2%88%ec%97%ad-%eb%aa%a8%eb%8d%b8%eb%a7%81%eb%b3%b4%eb%8b%a4%eb%8a%94-%ec%84%9c%eb%b9%84%ec%8a%a4-%ea%b4%80%ec%a0%90%ec%97%90%ec%84%9c%ec%9d%98-%ec%97%94%ec%a7%80%eb%8b%88\/\"  data-item_title=\"\ud30c\uc77c \ubc88\uc5ed: \ubaa8\ub378\ub9c1\ubcf4\ub2e4\ub294 \uc11c\ube44\uc2a4 \uad00\uc810\uc5d0\uc11c\uc758 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\"  data-item_image=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/07\/\ud30c\uc77c\ubc88\uc5ed_\ube14\ub85c\uadf8_\ub300\ud45c\uc774\ubbf8\uc9c0.png\"  data-item_date=\"2023-07-04T16:11:46+09:00\"  data-engine=\"WordPress\"  data-plugin_v=\"2.6.55\"  data-prx=\"https:\/\/smilegate.ai\/wp-admin\/admin-ajax.php?action=likebtn_prx\"  data-event_handler=\"likebtn_eh\" ><\/span><!-- LikeBtn.com END --><\/div>","protected":false},"excerpt":{"rendered":"<p>[\uac00\uc0c1\uc0dd\uba85\uc5f0\uad6c\ud300 \uae40\uc11d\uacb8] \uc774 \uae00\uc5d0\uc11c \uc18c\uac1c \ub4dc\ub9b4 \ud504\ub85c\uc81d\ud2b8\uc758 \uc8fc\uc81c\ub294 &#8220;\ud30c\uc77c \ubc88\uc5ed&#8221; \uc785\ub2c8\ub2e4. \ubc88\uc5ed \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uae30 \uc55e\uc11c \uae30\uc874\uc5d0 \uc11c\ube44\uc2a4 \uc911\uc778 \ubc88\uc5ed \uc11c\ube44\uc2a4\ub4e4\uc744 \uc0b4\ud3b4 \ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uadf8 \uc911\uc5d0 \ub208\uc5d0 \ub748 \uac83\uc774 &#8220;\ud30c\uc77c \ubc88\uc5ed&#8221; \uc785\ub2c8\ub2e4. \ud30c\uc77c \ubc88\uc5ed\uc740 \uc5b4\ub5a4 \uc11c\ube44\uc2a4\uc778\uac00? \ud30c\uc77c \ubc88\uc5ed\uc740 \ubb38\uc11c\ud654\ub41c \uc6cc\ub4dc \ud30c\uc77c, \uc5d1\uc140 \ud30c\uc77c \ud639\uc740 ppt \ud30c\uc77c\uc744 \uc785\ub825\uc73c\ub85c \ubc1b\uc544\uc11c \ubaa9\ud45c\ub85c \ud558\ub294 \uc5b8\uc5b4\ub85c \ubc88\uc5ed\ud558\uace0 \uc774\ubbf8\uc9c0\ub098 \ud45c, \uae00\uc758 \uc2a4\ud0c0\uc77c \ub4f1\uc740&hellip;<\/p>\n<div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_63800\"  data-site_id=\"5f255b28943ec9a60bed08fd\"  data-lang=\"ko\"  data-dislike_enabled=\"false\"  data-icon_dislike_show=\"false\"  data-tooltip_enabled=\"false\"  data-white_label=\"true\"  data-rich_snippet=\"true\"  data-popup_disabled=\"true\"  data-i18n_like=\"Like\"  data-style=\"\"  data-unlike_allowed=\"\"  data-show_copyright=\"\"  data-item_url=\"https:\/\/smilegate.ai\/cn\/2023\/07\/04\/%ed%8c%8c%ec%9d%bc-%eb%b2%88%ec%97%ad-%eb%aa%a8%eb%8d%b8%eb%a7%81%eb%b3%b4%eb%8b%a4%eb%8a%94-%ec%84%9c%eb%b9%84%ec%8a%a4-%ea%b4%80%ec%a0%90%ec%97%90%ec%84%9c%ec%9d%98-%ec%97%94%ec%a7%80%eb%8b%88\/\"  data-item_title=\"\ud30c\uc77c \ubc88\uc5ed: \ubaa8\ub378\ub9c1\ubcf4\ub2e4\ub294 \uc11c\ube44\uc2a4 \uad00\uc810\uc5d0\uc11c\uc758 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\"  data-item_image=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/07\/\ud30c\uc77c\ubc88\uc5ed_\ube14\ub85c\uadf8_\ub300\ud45c\uc774\ubbf8\uc9c0.png\"  data-item_date=\"2023-07-04T16:11:46+09:00\"  data-engine=\"WordPress\"  data-plugin_v=\"2.6.55\"  data-prx=\"https:\/\/smilegate.ai\/wp-admin\/admin-ajax.php?action=likebtn_prx\"  data-event_handler=\"likebtn_eh\" ><\/span><!-- LikeBtn.com END --><\/div>","protected":false},"author":1,"featured_media":63803,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[532,19,196],"tags":[682,683,684,685,686,687],"class_list":["post-63800","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-nlp","category-tech04","category-code","tag-682","tag-683","tag-684","tag-685","tag-python-docx","tag-openpyxl","category-532","category-19","category-196","description-off"],"_links":{"self":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/63800","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/comments?post=63800"}],"version-history":[{"count":11,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/63800\/revisions"}],"predecessor-version":[{"id":63814,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/63800\/revisions\/63814"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media\/63803"}],"wp:attachment":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media?parent=63800"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/categories?post=63800"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/tags?post=63800"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}