docker nginx jupyter

最新推荐文章于 2025-05-23 17:24:48 发布

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#docker #nginx #wss #jupyter #反向代理

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本文详细介绍了如何在Docker环境下配置Nginx进行反向代理，以实现Jupyter Notebook的远程访问。通过具体配置示例，解决了wss错误，并展示了如何设置Nginx监听SSL，配置反向代理规则，以及如何处理HTTP升级为WebSocket等关键步骤。

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location ^~/docker/  {    
	                                                                                  
          proxy_pass http://172.17.0.3:9000/;                                                                 
         #.............................................                                                          
        proxy_redirect             off;                                                                          
        #.........Web.....................X-Forwarded-For..................IP                                    
        proxy_set_header           Host $host;                                                                   
        proxy_set_header           X-Real-IP $remote_addr;                                                       
        proxy_set_header           X-Forwarded-For $proxy_add_x_forwarded_for;                                   
                 proxy_http_version 1.1;                                                                         
                proxy_set_header Upgrade $http_upgrade;                                                          
                proxy_set_header Connection "upgrade";                                                           
        client_max_body_size       10m; #................................................                        
        client_body_buffer_size    128k; #......................................................                 
        proxy_connect_timeout      300; #nginx....................................(..................)           
        proxy_send_timeout         300; #.................................(..................)                   
        proxy_read_timeout         300; #.............................................(..................)       
        proxy_buffer_size          4k; #........................nginx..........................................  
        proxy_buffers              4 32k; #proxy_buffers...........................32k...........................
        proxy_busy_buffers_size    64k; #...........................proxy_buffers*2...                           
        proxy_temp_file_write_size 64k;                                                                          
      }

docker 中nginx 和jupyter 如何反向代理

nginx 使用 docker.io/richarvey/nginx-php-fpm:latest ，配置在 /etc/nginx/sites-enables

jupyter 使用 docker.io/tensorflow/tensorflow:latest 配置在 ~/.jupyter 目录 ip 172.17.0.7

解决wss的错误

$proxy_add_x_forwarded_for;
proxy_http_version 1.1;
proxy_set_header Upgrade $http_upgrade;
proxy_set_header Connection "upgrade";

nginx 配置

server{
listen 443 ssl;
server_name localhost;
root /var/www/html;
index index.html index.htm index.php;
keepalive_timeout 70;
server_tokens off;
ssl on;
ssl_certificate /etc/nginx/ssl/server.crt;
ssl_certificate_key /etc/nginx/ssl/server.key;
ssl_client_certificate /etc/nginx/ssl/ca-chain.cert.pem;
ssl_verify_client off;
location ^~/ju {
proxy_pass http://172.17.0.7:8888/ju;
#以下是一些反向代理的配置可删除
proxy_redirect off;
#后端的Web服务器可以通过X-Forwarded-For获取用户真实IP
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
proxy_http_version 1.1;
proxy_set_header Upgrade $http_upgrade;
proxy_set_header Connection "upgrade";
client_max_body_size 10m; #允许客户端请求的最大单文件字节数
client_body_buffer_size 128k; #缓冲区代理缓冲用户端请求的最大字节数
proxy_connect_timeout 300; #nginx跟后端服务器连接超时时间(代理连接超时)
proxy_send_timeout 300; #后端服务器数据回传时间(代理发送超时)
proxy_read_timeout 300; #连接成功后，后端服务器响应时间(代理接收超时)
proxy_buffer_size 4k; #设置代理服务器（nginx）保存用户头信息的缓冲区大小
proxy_buffers 4 32k; #proxy_buffers缓冲区，网页平均在32k以下的话，这样设置
proxy_busy_buffers_size 64k; #高负荷下缓冲大小（proxy_buffers*2）
proxy_temp_file_write_size 64k;
}

location / {
# First attempt to serve request as file, then
# as directory, then fall back to index.html
try_files $uri $uri/ =404;
}

error_page 404 /404.html;
location = /404.html {
root /var/www/errors;
internal;
}

location ^~ /sad.svg {
alias /var/www/errors/sad.svg;
access_log off;
}
location ^~ /twitter.svg {
alias /var/www/errors/twitter.svg;
access_log off;
}
location ^~ /gitlab.svg {
alias /var/www/errors/gitlab.svg;
access_log off;
}

# pass the PHP scripts to FastCGI server listening on socket
#
location ~ \.php$ {
try_files $uri =404;
fastcgi_split_path_info ^(.+\.php)(/.+)$;
fastcgi_pass unix:/var/run/php-fpm.sock;
fastcgi_param SCRIPT_FILENAME $document_root$fastcgi_script_name;
fastcgi_param SCRIPT_NAME $fastcgi_script_name;
fastcgi_index index.php;
include fastcgi_params;
}

location ~* \.(jpg|jpeg|gif|png|css|js|ico|webp|tiff|ttf|svg)$ {
expires 5d;
}

# deny access to . files, for security
#
location ~ /\. {
log_not_found off;
deny all;
}

location ^~ /.well-known {
allow all;
auth_basic off;
}

}

import os
from IPython.lib import passwd

c = c # pylint:disable=undefined-variable
c.NotebookApp.ip = '0.0.0.0' # https://github.com/jupyter/notebook/issues/3946
c.NotebookApp.port = int(os.getenv('PORT', 8888))
c.NotebookApp.open_browser = False

# sets a password if PASSWORD is set in the environment
if 'PASSWORD' in os.environ:
password = os.environ['PASSWORD']
if password:
c.NotebookApp.password = passwd(password)
else:
c.NotebookApp.password = ''
c.NotebookApp.token = ''
del os.environ['PASSWORD']
c.NotebookApp.base_project_url = '/ju'
c.NotebookApp.base_url ='/ju'

python3 -m pip --version

发现没有这个模块

3. 因为官方的 tensforflow/tensorflow 镜像是debian的，用下面命令下载pip3

　apt-get udpate
  apt-get install python3-pip

4. 用pip3 安装Python3 kernel

python3 -m pip install ipykernel
python3 -m ipykernel install --user