docker部署flask+uwsgi+nginx+postgresql,解耦拆分到多个容器,实现多容器互访
本人承诺,本博客内容,亲测有效。
dockerfile文件,
FROM centos:7 RUN mkdir /opt/flask_app COPY ./show_data_from_jira /opt/flask_app/show_data_from_jira RUN mkdir /opt/flask_app/show_data_from_jira/uwsgi_log COPY ./dist /opt/flask_app/dist WORKDIR /opt/flask_app RUN yum makecache RUN yum -y install python3 RUN yum -y install gcc && yum -y install python36-devel RUN pip3 install uwsgi -i https://pypi.tuna.tsinghua.edu.cn/simple RUN yum -y install epel-release RUN yum -y install nginx RUN yum -y install vim RUN pip3 install -r ./show_data_from_jira/requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple RUN yum clean all RUN mv /etc/nginx/nginx.conf /etc/nginx/nginx.conf-bak COPY .nginx.conf /etc/nginx/nginx.conf EXPOSE 8080 #ENTRYPOINT uwsgi --ini /opt/flask_app/show_data_from_jira/config.ini && nginx -g "daemon off;" 写绝对路径也行,
#workdir相对路径也行 ENTRYPOINT uwsgi --ini ./show_data_from_jira/config.ini && nginx -g "daemon off;"
dockerfile文件最后一行是容器的启动命令。容器就相当于一个process,如果这个process运行结束,那么容器也会自动existed。当dockerfile生成镜像之后,用这个dockerfile生成的镜像来run容器,得到的容器如果不停地existed,每每start之后,就立即existed,请注意,多半是这里dockerfile启动容器命令有问题。这是我整个过程中,最大的坑,因为本身对于docker理解不够,这是盲区。
uwsgi配置文件,
[uwsgi] # port #http = 0.0.0.0:8001 http = 0.0.0.0:8090 # project dir path chdir = /opt/flask_app/show_data_from_jira #chdir = /opt/flask_app # wsgi file module = manage:app # processes count processes = 4 # main thread master = true # each process got 2 threads threads = 2 # save log files
# logto = %(chdir)/uwsgi_log/uwsgi.log # 这是另一种日志路径写法,单纯设置日志保存路径而已。
# 下面daemonize参数,有两层意思,设置日志保存路径,同时让uwsgi后台运行。如果要把后台代码拆分到单独的容器中,那么,该容器的uwsgi就是唯一的进程,
# 就不能后台运行,否则,容器会自动existed,因为没有前台进程在运行。 daemonize = %(chdir)/uwsgi_log/uwsgi.log
# save main process number pidfile = %(chdir)/uwsgi_log/uwsgi.pid # log file max size of each log file log-maxsize = 100000 # start request log disable-logging = true # set broken connect timeout harakiri = 60 # fix lazy load lazy = true lazy-apps = true
nginx配置文件,
# For more information on configuration, see: # * Official English Documentation: http://nginx.org/en/docs/ # * Official Russian Documentation: http://nginx.org/ru/docs/ user nginx; worker_processes auto; error_log /var/log/nginx/error.log; pid /run/nginx.pid; # Load dynamic modules. See /usr/share/doc/nginx/README.dynamic. include /usr/share/nginx/modules/*.conf; events { worker_connections 1024; } http { log_format main '$remote_addr - $remote_user [$time_local] "$request" ' '$status $body_bytes_sent "$http_referer" ' '"$http_user_agent" "$http_x_forwarded_for"'; access_log /var/log/nginx/access.log main; sendfile on; tcp_nopush on; tcp_nodelay on; keepalive_timeout 65; types_hash_max_size 4096; include /etc/nginx/mime.types; default_type application/octet-stream; # Load modular configuration files from the /etc/nginx/conf.d directory. # See http://nginx.org/en/docs/ngx_core_module.html#include # for more information. include /etc/nginx/conf.d/*.conf; server { listen 8080; listen [::]:80; server_name localhost; root /usr/share/nginx/html; charset utf-8; gzip on; location / { root /opt/flask_app/dist; autoindex on; try_files $uri $uri/ /index.html; index index.php index.html index.htm; } # Load configuration files for the default server block. include /etc/nginx/default.d/*.conf; error_page 404 /404.html; location = /404.html { } location /api/{ proxy_pass http://127.0.0.1:8090; # 可以替换成容器IP+容器开放端口 proxy_send_timeout 600; proxy_read_timeout 120; proxy_connect_timeout 90; } location /static/{ root /opt/flask_app/dist; expires 30d; autoindex on; } error_page 500 502 503 504 /50x.html; location = /50x.html { } } # Settings for a TLS enabled server. # # server { # listen 443 ssl http2; # listen [::]:443 ssl http2; # server_name _; # root /usr/share/nginx/html; # # ssl_certificate "/etc/pki/nginx/server.crt"; # ssl_certificate_key "/etc/pki/nginx/private/server.key"; # ssl_session_cache shared:SSL:1m; # ssl_session_timeout 10m; # ssl_ciphers HIGH:!aNULL:!MD5; # ssl_prefer_server_ciphers on; # # # Load configuration files for the default server block. # include /etc/nginx/default.d/*.conf; # # error_page 404 /404.html; # location = /40x.html { # } # # error_page 500 502 503 504 /50x.html; # location = /50x.html { # } # } }
数据库配置,
POSTGRES_USER = "postgres" POSTGRES_PWD = "" #POSTGRES_HOST = "localhost" POSTGRES_HOST = "172.17.0.5" # 这里的IP就是要访问的另一个容器的虚拟IP地址,我的多个容器都是在本地运行,容器自动会分配一个虚拟IP,
#容器之间互相访问,就用虚拟IP+容器开放端口即可(开放端口就是“-p 宿主机端口:容器开放端口”,也是dockerfile “expose 参数值)” POSTGRES_PORT = 5432 POSTGRES_DB = "jira_test"
后端代码目录结构,
requirements文件内容,根据我这里贴出来的目录结构,requirements.txt文件是在后端代码里面的,不需要在dockerfile里面拷贝。
Flask==2.0.3 Flask_Cors==3.0.10 Flask_WTF==1.0.1 pandas==1.4.3 psycopg2==2.9.3 psycopg2_binary==2.7.4 SQLAlchemy==1.4.39
这里是postgresql安装教程,我自己就是按照这个教程一步一步安装的,我选择的是源码安装,用wget下载tar包,手动一步步操作的。
下面这些都是整个docker部署过程中,遇到的一些bug的总结:
centos8版本,从2021年开始红帽公司不再维护其镜像源,国内应该有替代的镜像源,需要找教程配置。我直接用的centos:7,这一版还能正常用。
把文件从宿主机拷贝到容器里面:docker cp /root/lmj-work/test.txt containerID:/root/test;
把文件从容器里面拷贝到宿主机:docker cp containerID:/root/test/test.txt /root/lmj-work/
用容器“2c6e8675a377”反向生成镜像,docker commit deploy1 deploy:1; docker run -d -p 8002:8080 --name flask_uwsgi_nginx_v1 flask-uwsgi-nginx:v72 docker logs flask_uwsgi_nginx_v1 docker inspect flask_uwsgi_nginx_v1 netstat -AaLlnW|grep 8002 awk 'NR>35 && NR<55 {print $0}' /etc/nginx/nginx.conf sed -n '35,55p' /etc/nginx/nginx.conf # docker nginx 日志存放地址:/var/log/nginx nginx配置文件:/etc/nginx/nginx.conf
#容器安装psycopg2失败,要安装下面这个包
pip3 install psycopg2-binary==2.7.4
# 'ascii' codec can't decode byte 0xe8 in position 0: ordinal not in range(128) 数据库报错报错,编码错误,修改数据库编码命令如下 sudo -u postgres psql -c "SHOW SERVER_ENCODING" jira_test update pg_database set encoding = pg_char_to_encoding('UTF8') where datname = 'jira_test';
su postgres password:123; su root password:centos
client-postgresql:sql -h localhost -p port -u username
postgresql数据库,数据导入导出:
a、copy tb_pdc_rel to '/Users/dream-mac/Desktop/南天-work/开发跟踪矩阵/导出数据-项目搭建测试数据-lmj/tb_pdc_rel_export.csv' delimiter ',' csv header;
b、copy tb_pdc_rel from '/home/postgres/tb_pdc_rel.csv' delimiter ',' csv header;
centos容器安装uwsgi报错:
#include <Python.h> ^ compilation terminated. ---------------------------------------- ERROR: Command errored out with exit status 1 solution[#] yum install gcc && yum install python36-devel && pip3 install uwsgi