{"id":2320,"date":"2024-01-10T13:54:24","date_gmt":"2024-01-10T04:54:24","guid":{"rendered":"https:\/\/gotocloud.co.kr\/?p=2320"},"modified":"2024-01-12T13:08:10","modified_gmt":"2024-01-12T04:08:10","slug":"%ea%b0%80%ec%83%81%eb%a8%b8%ec%8b%a0vm-docker-%ec%bb%a8%ed%85%8c%ec%9d%b4%eb%84%88-apptainer-%ec%bb%a8%ed%85%8c%ec%9d%b4%eb%84%88-%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ea%b0%80%ec%83%81%ed%99%98%ea%b2%bd","status":"publish","type":"post","link":"https:\/\/gotocloud.co.kr\/?p=2320","title":{"rendered":"\uac00\uc0c1\uba38\uc2e0(VM), Docker \ucee8\ud14c\uc774\ub108, Apptainer \ucee8\ud14c\uc774\ub108, \ud30c\uc774\uc36c \uac00\uc0c1\ud658\uacbd"},"content":{"rendered":"<p>\uc544\ub798\uc640 \uac19\uc774 Skype\uc758 Bing\uc5d0\uac8c \ubb3c\uc5b4\ubd24\uc2b5\ub2c8\ub2e4.<\/p>\n<blockquote><p>1. \uac00\uc0c1 \uba38\uc2e0(Virtual Machine), Docker \ucee8\ud14c\uc774\ub108(Container), Apptainer \ucee8\ud14c\uc774\ub108(Container), \ud30c\uc774\uc36c \uac00\uc0c1\ud658\uacbd(Python venv) \uac01\uac01\uc758 \uc815\uc758\ub97c \ud55c\ub2e8\ub77d\uc73c\ub85c \uc124\uba85\ud574\uc918<\/p>\n<p>2. \uac01\uac01\uc758 \ud2b9\uc9d5\uacfc \uc8fc\uc694 \ud65c\uc6a9\ubd84\uc57c, \uc608\ub97c \ub4e4\uc5b4 \uc778\ud130\ub137 \uc11c\ube44\uc2a4, HPC \uc5b4\ud50c\ub9ac\ucf00\uc774\uc158 \ub4f1\uc744 \uc124\uba85\ud574\uc918<\/p><\/blockquote>\n<p>Skype\uc758 Bing GPT\uac00 \uc544\ub798\uc640 \uac19\uc774 \ub2f5\ubcc0\uc744 \uc8fc\ub124\uc694.<\/p>\n<blockquote><p>\uac00\uc0c1 \uba38\uc2e0 (Virtual Machine)\uc740 \ucef4\ud4e8\ud130 \ud658\uacbd\uc744 \uac00\uc0c1\ud654\ud558\uc5ec \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub85c \uad6c\ud604\ud55c \uac83\uc785\ub2c8\ub2e4. \uac00\uc0c1 \uba38\uc2e0\uc740 \ud558\uc774\ud37c\ubc14\uc774\uc800\ub77c\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \ud1b5\ud574 \ub2e4\ub978 \uc6b4\uc601\uccb4\uc81c\ub098 \uc804\uccb4 \ucef4\ud4e8\ud305 \ud658\uacbd\uc744 \uc708\ub3c4\uc6b0 \uc548\uc5d0\uc11c \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac00\uc0c1 \uba38\uc2e0\uc740 \uaca9\ub9ac, \ubcf4\uc548, \uc774\uc2dd\uc131, \ud6a8\uc728\uc131 \ub4f1\uc758 \uc7a5\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac00\uc0c1 \uba38\uc2e0\uc740 \ud074\ub77c\uc6b0\ub4dc \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c \ubc0f \ubc30\ud3ec, \uc0c8\ub85c\uc6b4 \uc6b4\uc601\uccb4\uc81c \uc2dc\ud5d8, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud14c\uc2a4\ud2b8, \ub808\uac70\uc2dc \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc9c0\uc6d0 \ub4f1 \ub2e4\uc591\ud55c \ubaa9\uc801\uc73c\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>Docker \ucee8\ud14c\uc774\ub108 (Docker Container)\ub294 \ucf54\ub4dc\uc640 \ubaa8\ub4e0 \uc758\uc874\uc131\uc744 \ud328\ud0a4\uc9d5\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ub2e4\ub978 \ucef4\ud4e8\ud305 \ud658\uacbd\uc5d0\uc11c\ub3c4 \ube60\ub974\uace0 \uc548\uc815\uc801\uc73c\ub85c \uc2e4\ud589\ub420 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub2e8\uc704\uc785\ub2c8\ub2e4. Docker \ucee8\ud14c\uc774\ub108 \uc774\ubbf8\uc9c0\ub294 \ucf54\ub4dc, \ub7f0\ud0c0\uc784, \uc2dc\uc2a4\ud15c \ub3c4\uad6c, \uc2dc\uc2a4\ud15c \ub77c\uc774\ube0c\ub7ec\ub9ac, \uc124\uc815 \ub4f1 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc2e4\ud589\ud558\ub294 \ub370 \ud544\uc694\ud55c \ubaa8\ub4e0 \uac83\uc744 \ud3ec\ud568\ud558\ub294 \uacbd\ub7c9, \ub3c5\ub9bd\uc801, \uc2e4\ud589 \uac00\ub2a5\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud328\ud0a4\uc9c0\uc785\ub2c8\ub2e4. Docker \ucee8\ud14c\uc774\ub108\ub294 Open Container Initiative (OCI) \ud45c\uc900\uacfc \ud638\ud658\ub418\ub294 Docker Engine\uc5d0\uc11c \uc2e4\ud589\ub429\ub2c8\ub2e4. Docker \ucee8\ud14c\uc774\ub108\ub294 \ud45c\uc900\ud654, \uacbd\ub7c9\ud654, \ubcf4\uc548, \ud1b5\ud569 \ub4f1\uc758 \uc7a5\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Docker \ucee8\ud14c\uc774\ub108\ub294 \ub2e4\ub978 \ud50c\ub7ab\ud3fc\uacfc \ud658\uacbd\uc5d0\uc11c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac1c\ubc1c, \ubc30\ud3ec, \uc2e4\ud589\ud558\ub294 \ub370 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>Apptainer \ucee8\ud14c\uc774\ub108 (Apptainer Container)\ub294 \uc548\uc804\ud558\uace0, \uc774\uc2dd\uc131\uc774 \ub192\uace0, \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 \ucee8\ud14c\uc774\ub108 \uc2dc\uc2a4\ud15c\uc73c\ub85c, \uc808\ub300\uc801\uc778 \uc2e0\ub8b0\uc131\uacfc \uc7ac\ud604\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Apptainer \ucee8\ud14c\uc774\ub108\ub294 \uc774\uc804\uc758 Singularity \ud504\ub85c\uc81d\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \ud558\uba70, \uace0\uc131\ub2a5 \ucef4\ud4e8\ud305 (HPC) \ud074\ub7ec\uc2a4\ud130\uc5d0\uc11c \ubcf5\uc7a1\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac04\ub2e8\ud558\uace0, \uc774\uc2dd\uc131 \uc788\uace0, \uc7ac\ud604 \uac00\ub2a5\ud55c \ubc29\uc2dd\uc73c\ub85c \uc2e4\ud589\ud558\uae30 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. Apptainer \ucee8\ud14c\uc774\ub108 \uc774\ubbf8\uc9c0\ub294 \uc554\ud638\ud654 \uc11c\uba85\uacfc \uc554\ud638\ud654\ub97c \uc9c0\uc6d0\ud558\ub294 \ub2e8\uc77c \ud30c\uc77c \ud615\uc2dd\uc785\ub2c8\ub2e4. Apptainer \ucee8\ud14c\uc774\ub108\ub294 100% OCI \ud638\ud658\ub418\ub294 Apptainer Engine\uc5d0\uc11c \uc2e4\ud589\ub429\ub2c8\ub2e4. Apptainer \ucee8\ud14c\uc774\ub108\ub294 \uac80\uc99d \uac00\ub2a5\ud55c \uc7ac\ud604\uc131, \uaca9\ub9ac\ubcf4\ub2e4 \ud1b5\ud569, \uc554\ud638\ud654, \ucef4\ud4e8\ud305 \uc774\ub3d9\uc131, \ub8e8\ud2b8 \uc5c6\ub294 \uc2e4\ud589 \ub4f1\uc758 \ud2b9\uc9d5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Apptainer \ucee8\ud14c\uc774\ub108\ub294 \uc0b0\uc5c5\uacfc \ud559\uacc4\uc5d0\uc11c \ub2e4\uc591\ud55c \ubd84\uc57c\uc758 \uc791\uc5c5\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\ud30c\uc774\uc36c \uac00\uc0c1\ud658\uacbd (Python Virtual Environment)\uc740 \uc2dc\uc2a4\ud15c\uc5d0 \uc124\uce58\ub41c \ud30c\uc774\uc36c\uacfc \ubcc4\ub3c4\ub85c \ud30c\uc774\uc36c \ud504\ub85c\uc81d\ud2b8\ub97c \uc791\uc5c5\ud560 \uc218 \uc788\ub294 \uaca9\ub9ac\ub41c \uacf5\uac04\uc785\ub2c8\ub2e4. \ud30c\uc774\uc36c \uac00\uc0c1\ud658\uacbd\uc740 venv \ubaa8\ub4c8\uc774\ub098 \ub2e4\ub978 \ub3c4\uad6c\ub4e4 (\uc608: virtualenv, conda)\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud30c\uc774\uc36c \uac00\uc0c1\ud658\uacbd\uc740 \ud3f4\ub354 \uad6c\uc870, \uaca9\ub9ac\ub41c \ud30c\uc774\uc36c \uc124\uce58, pyvenv.cfg \ud30c\uc77c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \ud30c\uc774\uc36c \uac00\uc0c1\ud658\uacbd\uc740 \uc2dc\uc2a4\ud15c \uc624\uc5fc\uc744 \ud53c\ud558\uace0, \uc758\uc874\uc131 \ucda9\ub3cc\uc744 \ud68c\ud53c\ud558\uace0, \uc7ac\ud604\uc131 \ubb38\uc81c\ub97c \ucd5c\uc18c\ud654\ud558\uace0, \uc124\uce58 \uad8c\ud55c \uc7a0\uae08\uc744 \ud53c\ud558\ub294 \ub4f1\uc758 \uc7a5\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud30c\uc774\uc36c \uac00\uc0c1\ud658\uacbd\uc740 \ud30c\uc774\uc36c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uac1c\ubc1c, \ud14c\uc2a4\ud2b8, \ubc30\ud3ec\ud558\ub294 \ub370 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\uac00\uc0c1 \uba38\uc2e0\uc740 \ub2e4\uc591\ud55c \uac8c\uc2a4\ud2b8 \uc6b4\uc601\uccb4\uc81c\ub97c \uc2e4\ud589\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c, \uc6b4\uc601\uccb4\uc81c \uac04\uc758 \ud638\ud658\uc131 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uac70\ub098, \ub2e4\ub978 \uc6b4\uc601\uccb4\uc81c\ub97c \uc2dc\ud5d8\ud574\ubcf4\uac70\ub098, \ub808\uac70\uc2dc \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc9c0\uc6d0\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uac00\uc0c1 \uba38\uc2e0\uc740 \ubaa8\ub180\ub9ac\uc2dd \uc6cc\ud06c\ub85c\ub4dc\ub97c \ud328\ud0a4\uc9d5\ud558\ub294 \uae30\uc874 \ubc29\uc2dd\uc73c\ub85c, \ub2e8\uc77c \ucee8\ud14c\uc774\ub108\ubcf4\ub2e4 \ud6e8\uc52c \ub354 \ub9ce\uc740 \uc791\uc5c5\uc744 \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc, \uac00\uc0c1 \uba38\uc2e0\uc740 \uc6b4\uc601\uccb4\uc81c, \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \ub77c\uc774\ube0c\ub7ec\ub9ac\uc5d0 \uc758\uc874\ud558\ubbc0\ub85c, \uc774\uc2dd\uc131\uc774 \ub5a8\uc5b4\uc9c0\uace0, \ucef4\ud4e8\ud305 \uc790\uc6d0\uc744 \ub9ce\uc774 \uc18c\ubaa8\ud569\ub2c8\ub2e4. \uac00\uc0c1 \uba38\uc2e0\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc6a9\ub3c4\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4:<\/p>\n<p>\u2022 \uae30\uc874, \ub808\uac70\uc2dc, \ubaa8\ub180\ub9ac\uc2dd \uc6cc\ud06c\ub85c\ub4dc \uc218\uc6a9<\/p>\n<p>\u2022 \uc704\ud5d8\ud55c \uac1c\ubc1c \uc0ac\uc774\ud074 \ubd84\ub9ac<\/p>\n<p>\u2022 \uc778\ud504\ub77c \ub9ac\uc18c\uc2a4 (\uc608: \ub124\ud2b8\uc6cc\ud06c, \uc11c\ubc84, \ub370\uc774\ud130) \ud504\ub85c\ube44\uc800\ub2dd<\/p>\n<p>\u2022 \ub2e4\ub978 \uc6b4\uc601\uccb4\uc81c\uc5d0\uc11c \ub610 \ub2e4\ub978 \uc6b4\uc601\uccb4\uc81c \uc2e4\ud589 (\uc608: Linux\uc5d0\uc11c Unix \uc2e4\ud589)<\/p>\n<p>Docker \ucee8\ud14c\uc774\ub108\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc218\uc900\uc758 \uad6c\uc131\uc774\ubbc0\ub85c, \ucee4\ub110 \ud558\ub098\ub97c \uacf5\uc720\ud558\ub294 \uc5ec\ub7ec \uac00\uc0c1 \ud658\uacbd\uc744 \uc5d0\ubbac\ub808\uc774\uc158\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Docker \ucee8\ud14c\uc774\ub108\ub294 \uacbd\ub7c9\ud654, \ube60\ub974\uace0, \ud6a8\uc728\uc801\uc73c\ub85c \ub9ac\uc18c\uc2a4\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Docker \ucee8\ud14c\uc774\ub108\ub294 \ud45c\uc900\ud654, \ubcf4\uc548, \ud1b5\ud569 \ub4f1\uc758 \uc7a5\uc810\uc744 \uc81c\uacf5\ud558\uba70, \ub2e4\ub978 \ud50c\ub7ab\ud3fc\uacfc \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc27d\uac8c \uc774\ub3d9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Docker \ucee8\ud14c\uc774\ub108\ub294 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ube4c\ub4dc\ud558\uace0 \ubc30\ud3ec\ud558\uae30\uc5d0 \uc774\uc0c1\uc801\uc778 \ud658\uacbd\uc785\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc0c8\ub85c\uc6b4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ube4c\ub4dc \ubc29\ubc95, \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ucd5c\uc801\ud654 \ubc29\ubc95, \uc774 \ubaa8\ub4e0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc5f0\uacb0 \ubc29\ubc95\uc744 \uc815\uc758\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. Docker \ucee8\ud14c\uc774\ub108\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc6a9\ub3c4\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4:<\/p>\n<p>\u2022 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98 \uad6c\ud604<\/p>\n<p>\u2022 \ub370\ube0c\uc635\uc2a4 (DevOps) \uc2e4\ucc9c<\/p>\n<p>\u2022 \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \uc804\ub7b5 \uc9c0\uc6d0<\/p>\n<p>\u2022 \uc6f9, \ubaa8\ubc14\uc77c, IoT \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c \ubc0f \ubc30\ud3ec<\/p>\n<p>Apptainer \ucee8\ud14c\uc774\ub108\ub294 \uace0\uc131\ub2a5 \ucef4\ud4e8\ud305 (HPC) \ud074\ub7ec\uc2a4\ud130\uc5d0\uc11c \ubcf5\uc7a1\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac04\ub2e8\ud558\uace0, \uc774\uc2dd\uc131 \uc788\uace0, \uc7ac\ud604 \uac00\ub2a5\ud55c \ubc29\uc2dd\uc73c\ub85c \uc2e4\ud589\ud558\uae30 \uc704\ud574 \uc124\uacc4\ub41c \ucee8\ud14c\uc774\ub108 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. Apptainer \ucee8\ud14c\uc774\ub108\ub294 \uc554\ud638\ud654 \uc11c\uba85\uacfc \uc554\ud638\ud654\ub97c \uc9c0\uc6d0\ud558\ub294 \ub2e8\uc77c \ud30c\uc77c \ud615\uc2dd\uc774\uba70, 100% OCI \ud638\ud658\ub418\ub294 Apptainer Engine\uc5d0\uc11c \uc2e4\ud589\ub429\ub2c8\ub2e4. Apptainer \ucee8\ud14c\uc774\ub108\ub294 \uac80\uc99d \uac00\ub2a5\ud55c \uc7ac\ud604\uc131, \uaca9\ub9ac\ubcf4\ub2e4 \ud1b5\ud569, \uc554\ud638\ud654, \ucef4\ud4e8\ud305 \uc774\ub3d9\uc131, \ub8e8\ud2b8 \uc5c6\ub294 \uc2e4\ud589 \ub4f1\uc758 \ud2b9\uc9d5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Apptainer \ucee8\ud14c\uc774\ub108\ub294 \uc0b0\uc5c5\uacfc \ud559\uacc4\uc5d0\uc11c \ub2e4\uc591\ud55c \ubd84\uc57c\uc758 \uc791\uc5c5\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. Apptainer \ucee8\ud14c\uc774\ub108\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc6a9\ub3c4\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4:<\/p>\n<p>\u2022 \uacfc\ud559, \uacf5\ud559, \uc778\uacf5\uc9c0\ub2a5, \ube45\ub370\uc774\ud130, \uba38\uc2e0\ub7ec\ub2dd, \ub525\ub7ec\ub2dd \ub4f1\uc758 HPC \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2e4\ud589<\/p>\n<p>\u2022 \uc2e0\ub8b0\uc131, \ubcf4\uc548\uc131, \uc7ac\ud604\uc131\uc774 \uc911\uc694\ud55c \uc5f0\uad6c, \uc2e4\ud5d8, \uc2dc\ubbac\ub808\uc774\uc158 \uc218\ud589<\/p>\n<p>\u2022 \ub2e4\uc591\ud55c \ucef4\ud4e8\ud305 \ud658\uacbd (\uc608: \ub370\uc2a4\ud06c\ud0d1, \ub7a9\ud1b1, \ud074\ub77c\uc6b0\ub4dc, \uc5e3\uc9c0, \uc784\ubca0\ub514\ub4dc)\uc5d0\uc11c\uc758 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc774\ub3d9\uc131 \ud655\ubcf4<\/p>\n<p>\u2022 \ub8e8\ud2b8 \uad8c\ud55c\uc774 \uc5c6\ub294 \ud658\uacbd\uc5d0\uc11c\uc758 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2e4\ud589<\/p>\n<p>\ud30c\uc774\uc36c \uac00\uc0c1\ud658\uacbd\uc740 \ud30c\uc774\uc36c \ud504\ub85c\uc81d\ud2b8\ub97c \uc791\uc5c5\ud560 \uc218 \uc788\ub294 \uaca9\ub9ac\ub41c \uacf5\uac04\uc785\ub2c8\ub2e4. \ud30c\uc774\uc36c \uac00\uc0c1\ud658\uacbd\uc740 venv \ubaa8\ub4c8\uc774\ub098 \ub2e4\ub978 \ub3c4\uad6c\ub4e4\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud30c\uc774\uc36c \uac00\uc0c1\ud658\uacbd\uc740 \ud3f4\ub354 \uad6c\uc870, \uaca9\ub9ac\ub41c \ud30c\uc774\uc36c \uc124\uce58, pyvenv.cfg \ud30c\uc77c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \ud30c\uc774\uc36c \uac00\uc0c1\ud658\uacbd\uc740 \uc2dc\uc2a4\ud15c \uc624\uc5fc\uc744 \ud53c\ud558\uace0, \uc758\uc874\uc131 \ucda9\ub3cc\uc744 \ud68c\ud53c\ud558\uace0, \uc7ac\ud604\uc131 \ubb38\uc81c\ub97c \ucd5c\uc18c\ud654\ud558\uace0, \uc124\uce58 \uad8c\ud55c \uc7a0\uae08\uc744 \ud53c\ud558\ub294 \ub4f1\uc758 \uc7a5\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud30c\uc774\uc36c \uac00\uc0c1\ud658\uacbd\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc6a9\ub3c4\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4:<\/p>\n<p>\u2022 \ub2e4\uc591\ud55c \ud30c\uc774\uc36c \ubc84\uc804\uacfc \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uad00\ub9ac\ud558\uace0 \uc0ac\uc6a9\ud558\uae30<\/p>\n<p>\u2022 \ud30c\uc774\uc36c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uac1c\ubc1c, \ud14c\uc2a4\ud2b8, \ubc30\ud3ec\ud558\uae30<\/p>\n<p>\u2022 \ud30c\uc774\uc36c \ud504\ub85c\uc81d\ud2b8\uc758 \uc758\uc874\uc131\uacfc \ud658\uacbd \uc124\uc815\uc744 \uacf5\uc720\ud558\uace0 \ubb38\uc11c\ud654\ud558\uae30<\/p>\n<p>\u2022 \ud30c\uc774\uc36c \ud504\ub85c\uc81d\ud2b8\uc758 \uc2e4\ud589 \ud658\uacbd\uc744 \uc7ac\ud604\ud558\uae30<\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<p>\uad00\ub828 \ub9c1\ud06c\ub294 \uc544\ub798\ub97c \ucd94\ucc9c\ud558\ub124\uc694.<\/p>\n<p><a href=\"https:\/\/velog.io\/@thyoondev\/%EC%BB%A8%ED%85%8C%EC%9D%B4%EB%84%88Container%EC%99%80-%EA%B0%80%EC%83%81-%EB%A8%B8%EC%8B%A0Virtual-Machine%EC%9D%98-%EB%B9%84%EA%B5%90\">\ucee8\ud14c\uc774\ub108(Container)\uc640 \uac00\uc0c1 \uba38\uc2e0(Virtual Machine)\uc758 \ube44\uad50 (velog.io)<\/a><\/p>\n<p><a href=\"https:\/\/hazel-developer.tistory.com\/242\">VM(\uac00\uc0c1\uba38\uc2e0) VS Container(\ucee8\ud14c\uc774\ub108) :: Daily Tech Notes (tistory.com)<\/a><\/p>\n<p><a href=\"https:\/\/www.alibabacloud.com\/ko\/knowledge\/difference-between-container-and-virtual-machine\">\ucee8\ud14c\uc774\ub108\uc640 \uac00\uc0c1 \uba38\uc2e0\uc758 \ucc28\uc774 &#8211; Alibaba Cloud \uae30\uc220 \uc790\ub8cc<\/a><\/p>\n<p><a href=\"https:\/\/oranthy.tistory.com\/581\">\ub3c4\ucee4(docker) \uc640 \ucee8\ud14c\uc774\ub108 \ubc0f \uae30\ubcf8 \uba85\ub839\uc5b4 (tistory.com)<\/a><\/p>\n<p><a href=\"https:\/\/learn.microsoft.com\/ko-kr\/virtualization\/windowscontainers\/about\/containers-vs-vm\">\ucee8\ud14c\uc774\ub108\uc640 \uac00\uc0c1 \uba38\uc2e0 \ube44\uad50 | Microsoft Learn<\/a><\/p>\n<p><a href=\"https:\/\/m.blog.naver.com\/complusblog\/220980996544\">\ub3c4\ucee4(Docker)\uc640 \ucee8\ud14c\uc774\ub108\ub294 \ubb34\uc5c7\uc778\uac00? (feat. \uac00\uc0c1\uba38\uc2e0) : \ub124\uc774\ubc84 \ube14\ub85c\uadf8 (naver.com)<\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc544\ub798\uc640 \uac19\uc774 Skype\uc758 Bing\uc5d0\uac8c \ubb3c\uc5b4\ubd24\uc2b5\ub2c8\ub2e4. 1. \uac00\uc0c1 \uba38\uc2e0(Virtual Machine), Docker \ucee8\ud14c\uc774\ub108(Container), Apptainer \ucee8\ud14c\uc774\ub108(Container), \ud30c\uc774\uc36c \uac00\uc0c1\ud658\uacbd(Python venv) \uac01\uac01\uc758 \uc815\uc758\ub97c \ud55c\ub2e8\ub77d\uc73c\ub85c \uc124\uba85\ud574\uc918 2. \uac01\uac01\uc758 \ud2b9\uc9d5\uacfc \uc8fc\uc694 \ud65c\uc6a9\ubd84\uc57c, [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2330,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[420,1,405],"tags":[423,422,421,253,424,194,426,425],"_links":{"self":[{"href":"https:\/\/gotocloud.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/2320"}],"collection":[{"href":"https:\/\/gotocloud.co.kr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gotocloud.co.kr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gotocloud.co.kr\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gotocloud.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2320"}],"version-history":[{"count":3,"href":"https:\/\/gotocloud.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/2320\/revisions"}],"predecessor-version":[{"id":2323,"href":"https:\/\/gotocloud.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/2320\/revisions\/2323"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gotocloud.co.kr\/index.php?rest_route=\/wp\/v2\/media\/2330"}],"wp:attachment":[{"href":"https:\/\/gotocloud.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2320"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gotocloud.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2320"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gotocloud.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2320"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}