{"id":385,"date":"2021-02-17T04:06:14","date_gmt":"2021-02-16T19:06:14","guid":{"rendered":"https:\/\/manvscloud.com\/?p=385"},"modified":"2021-02-27T08:25:15","modified_gmt":"2021-02-26T23:25:15","slug":"dev-%eb%8f%84%ec%bb%a4%eb%a5%bc-%ec%9d%b4%ec%9a%a9%ed%95%9c-jupyter-notebook-install-pandas-test","status":"publish","type":"post","link":"https:\/\/manvscloud.com\/?p=385","title":{"rendered":"[Dev] \ub3c4\ucee4\ub97c \uc774\uc6a9\ud55c jupyter notebook Install & pandas test"},"content":{"rendered":"\n

\uc548\ub155\ud558\uc138\uc694. ManVSCloud \uae40\uc218\ud604\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n

\ucd5c\uadfc\uc5d0 \uc2ac\uc2ac \uac1c\ubc1c \uc5b8\uc5b4\ub97c \ubc30\uc6cc\ubcfc \ud544\uc694\uc131\uc744 \ub290\ub07c\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.
\uc81c\uac00 \ubc30\uc6cc\ubcf4\uae30\ub85c \ud55c \uc5b8\uc5b4\ub294 Python\uc785\ub2c8\ub2e4. <\/p>\n\n\n\n

Python\uc774 \ubc30\uc6b0\uae30 \uc26c\uc6b4 \uc5b8\uc5b4\ub77c \uc120\ud0dd\ud558\uae30\ubcf4\ub2e4 \uc81c\uac00 \ub9cc\ub4e4\uace0 \uc2f6\uc740 \uac83\ub3c4 \uc788\uace0 \ud574\ubcf4\uace0 \uc2f6\uc740 \uc791\uc5c5\uc5d0 Python\uc774 \ud544\uc694\ub85c \ud558\uae30\ub54c\ubb38\uc5d0 \uc120\ud0dd\ud558\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n


Python\uc744 \ubc30\uc6cc \ub370\uc774\ud130 \ubd84\uc11d\uacfc Python\uc6a9 AWS SDK\uc778 boto3\uc5d0 \ud65c\uc6a9\ud560 \uc608\uc815\uc774\uba70
\uc5b8\uc5b4\ub97c \ubc30\uc6b0\uae30 \uc55e\uc11c \uc6f9 \ube0c\ub77c\uc6b0\uc800\ub97c \ud1b5\ud574 \ucf54\ub4dc \uc791\uc131 \ud6c4 \uc2e4\ud589\uc744 \ud574\ubcfc \uc218 \uc788\ub3c4\ub85d
“JUPYTER NOTEBOOK”\uc744 \uc124\uce58\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n

\n\n\n\n

ENV & BASE INSTALL<\/h4>\n\n\n\n

\uc6b0\uc120 \uace0\uc815\uc801\uc778 Python \ubc84\uc804\uacfc \ubcc0\uacbd\ub41c Python \ubc84\uc804\uc73c\ub85c \uc778\ud574 \ub2e4\ub978 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc774 \uac00\ub294 \uac83\uc744 \uc6d0\ud558\uc9c0 \uc54a\uc544 \ub3c5\ub9bd\ub41c \uac00\uc0c1 \ud658\uacbd\uc774 \ud544\uc694\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

# OS : CentOS7
# Virtualization approach : Docker
# Python : 3.8.6
# Jupyter : 6.2.0<\/p>\n\n\n\n

pyenv, virtualenv, anaconda, docker, kubernetes \ub4f1 \ub2e4\uc591\ud55c \uc120\ud0dd\uc9c0\uac00 \uc788\uc5c8\uc73c\ub098
\uc800\ub294 \uc81c\uac00 \uc870\uae08 \ub354 \uc775\uc219\ud55c docker\ub97c \uc774\uc6a9\ud558\uc5ec \uc124\uce58\ub97c \ud558\uc600\uc2b5\ub2c8\ub2e4.

\uc544\ub798 \uae30\ubcf8\uc801\uc778 \uc124\uc815\uacfc docker \uc124\uce58\ub97c \ub0a8\uaca8\ub193\uc558\uc73c\ub098 \uc774 \ud3ec\uc2a4\ud305\uc740 Jupyter \uc124\uce58\uac00 \uba54\uc778\uc774\ub77c docker \uc124\uce58 \ubc29\ubc95\uc5d0 \ub300\ud55c \uc124\uba85\uc744 \ub530\ub85c \ud558\uc9c0\uc54a\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

setenforce 0\n\nsed -i 's\/^SELINUX=enforcing$\/SELINUX=disabled\/' \/etc\/selinux\/config\n\n[root@localhost jupyter]# sestatus | grep config\nMode from config file: disabled\n\nyum update -y && yum install -y yum-utils\n\nyum-config-manager --add-repo https:\/\/download.docker.com\/linux\/centos\/docker-ce.repo\n\nyum install -y docker-ce\n\ncurl -L https:\/\/github.com\/docker\/compose\/releases\/download\/1.25.0-rc2\/docker-compose-`uname -s`-`uname -m` -o \/usr\/local\/bin\/docker-compose\n\ncd \/usr\/local\/bin\n\nchmod +x docker-compose\n\nbase=https:\/\/github.com\/docker\/machine\/releases\/download\/v0.16.0 && curl -L $base\/docker-machine-$(uname -s)-$(uname -m) >\/tmp\/docker-machine && sudo install \/tmp\/docker-machine \/usr\/local\/bin\/docker-machine\n\nsystemctl enable docker\nsystemctl start docker<\/pre>\n\n\n\n
\n\n\n\n
    Jupyter NoteBook Install<\/h4>\n\n\n\n
docker\uc640 docker-compose \uc124\uce58 \ubc0f \uc2e4\ud589\uc744 \ub05d\ub9c8\uce58\uace0
vi docker-compose.yaml \ub97c \ud558\uc5ec \uc544\ub798\uc640 \uac19\uc740 .yaml \ud30c\uc77c\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
version:                \"3\"\nservices:\n  datascience-notebook:\n      image:            jupyter\/datascience-notebook\n      volumes:\n        - \/docker\/jupyter:\/home\/jovyan\/work\n      ports:\n        - 8888:8888\n      container_name:   jupyter-container<\/pre>\n\n\n
<\/a>
\"\"<\/div><\/div><\/div>\n\n\n
\uc704 \uc0ac\uc774\ud2b8\uc5d0\uc11c \ucc98\ub7fc \uc6d0\ud558\uc2dc\ub294 \uc635\uc158\uc5d0 \ub9de\uac8c \uc0ac\uc6a9\uc790 \uc9c0\uc815\ud558\uc5ec \ud30c\uc77c\uc744 \uc0dd\uc131\ud558\uc154\ub3c4 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774\ud6c4 docker-compose up -d \uba85\ub839\uc5b4\ub97c \uc774\uc6a9\ud558\uc5ec \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. 
-d \uc635\uc158\uc744 \uc918\uc57c \ubc31\uadf8\ub77c\uc6b4\ub4dc\ub85c \uc2e4\ud589\uc774 \ub429\ub2c8\ub2e4.

jupyter\uc758 \uacbd\uc6b0 \uc2e4\ud589 \uc2dc \ud1a0\ud070 \uac12\uc744 \uc54c\uc544\uc57c \uc811\uc18d\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4. 
(\uc635\uc158\uc5d0\uc11c \ud1a0\ud070or\ud328\uc2a4\uc6cc\ub4dc \uac12\uc744 \uc81c\uac70\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.)<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\ubc31\uadf8\ub77c\uc6b4\ub4dc\ub85c \uc2e4\ud589\ud588\uc744 \ub54c\ub294 docker-compose logs \uba85\ub839\uc5b4\ub97c \uc774\uc6a9\ud558\uc5ec \ud655\uc778\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\uc815\uc0c1\uc801\uc73c\ub85c \uc811\uadfc\uc774 \ub418\uc9c0\uc54a\uace0 302 \uc5d0\ub7ec\uac00 \ubc1c\uc0dd\ud560 \uacbd\uc6b0 \ubc29\ud654\ubcbd \ubb38\uc81c\uac00 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.
\ubc29\ud654\ubcbd\uc744 \ud655\uc778\ud574\ubcf4\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n\n\n\n
[root@localhost jupyter]# docker ps
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
f1ccb4d9ba04 jupyter\/datascience-notebook “tini -g — start-no\u2026” About an hour ago Up 56 minutes 0.0.0.0:8888->8888\/tcp jupyter-container<\/p>\n\n\n\n
docker ps \uba85\ub839\uc5b4\ub85c \uc2e4\ud589\ub41c docker \ucee8\ud14c\uc774\ub108\ub97c \ud655\uc778 \ud560 \uc218 \uc788\uc73c\uba70
docker exec -it f1ccb4d9ba04 \/bin\/bash (docker exec -it CONTAINER ID \/bin\/bash) \ub97c \uc774\uc6a9\ud560 \uacbd\uc6b0
\ucee8\ud14c\uc774\ub108 \ub0b4\ubd80\ub85c \uc811\uc18d\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n