Supervisor启动并管理Celery相关进程
关于celery在运行过程中， 默认情况下是无法在关机以后自动重启的。所以我们一般开发中会使用supervisor进程监控来对celery程序进行运行监控！当celery没有启动的情况下，supervisor会自动启动celery，所以我们需要安装supervisor并且编写一个supervisor的控制脚本，在脚本中编写对celery进行启动的命令即可。
1. 安装和启动celery任务监控器
针对celery中的任务执行过程，我们也可以安装一个flower的工具来进行监控。
pip install flower
cd /home/moluo/Desktop/luffycity/luffycityapi
# 保证celery在启动中
celery -A luffycityapi worker -l INFO
# 再启动celery-flower
celery -A luffycityapi flower --port=5555
http://localhost:5555
attention: 这里启动了测试之后就可以关掉了, 因为后面会使用supervisor启动flower, 防止占用端口
2. supervisor启动celery&flower
Supervisor是用Python开发的一套通用的进程管理程序，能将一个普通的命令行进程变为系统守护进程daemon，并监控进程状态,异常退出时能自动重启。
pip install supervisor
# 注意：如果supervisor是安装在虚拟环境的，则每次使用supervisor务必在虚拟环境中进行后面所有的操作
# conda activate luffycity
supervisor配置文档：http://supervisord.org/configuration.html
对Supervisor初始化配置
# 在项目根目录下创建存储supervisor配置目录，在luffycityapi创建scripts目录，已经创建则忽略
conda activate luffycity
cd /home/ifeng/Desktop/luffycity/luffycityapi
mkdir -p scripts && cd scripts
# 生成初始化supervisor核心配置文件，echo_supervisord_conf是supervisor安装成功以后，自动附带的。
echo_supervisord_conf > supervisord.conf
# 可以通过 ls 查看scripts下是否多了supervisord.conf这个文件，表示初始化配置生成了。
# 在编辑器中打开supervisord.conf，并去掉最后一行的注释分号。
# 修改如下，表示让supervisor自动加载当前supervisord.conf所在目录下所有ini配置文件
supervisord/conf.py，主要修改文件中的39, 40,75,76,169,170行去掉左边注释，其中170修改成当前目录。配置代码：
; Sample supervisor config file.
;
; For more information on the config file, please see:
; http://supervisord.org/configuration.html
;
; Notes:
; - Shell expansion ("~" or "$HOME") is not supported. Environment
; variables can be expanded using this syntax: "%(ENV_HOME)s".
; - Quotes around values are not supported, except in the case of
; the environment= options as shown below.
; - Comments must have a leading space: "a=b ;comment" not "a=b;comment".
; - Command will be truncated if it looks like a config file comment, e.g.
; "command=bash -c 'foo ; bar'" will truncate to "command=bash -c 'foo ".
;
; Warning:
; Paths throughout this example file use /tmp because it is available on most
; systems. You will likely need to change these to locations more appropriate
; for your system. Some systems periodically delete older files in /tmp.
; Notably, if the socket file defined in the [unix_http_server] section below
; is deleted, supervisorctl will be unable to connect to supervisord.
[unix_http_server]
file=/tmp/supervisor.sock ; the path to the socket file
;chmod=0700 ; socket file mode (default 0700)
;chown=nobody:nogroup ; socket file uid:gid owner
;username=user ; default is no username (open server)
;password=123 ; default is no password (open server)
; Security Warning:
; The inet HTTP server is not enabled by default. The inet HTTP server is
; enabled by uncommenting the [inet_http_server] section below. The inet
; HTTP server is intended for use within a trusted environment only. It
; should only be bound to localhost or only accessible from within an
; isolated, trusted network. The inet HTTP server does not support any
; form of encryption. The inet HTTP server does not use authentication
; by default (see the username= and password= options to add authentication).
; Never expose the inet HTTP server to the public internet.
[inet_http_server] ; inet (TCP) server disabled by default
port=127.0.0.1:9001 ; ip_address:port specifier, *:port for all iface
;username=user ; default is no username (open server)
;password=123 ; default is no password (open server)
[supervisord]
logfile=/tmp/supervisord.log ; main log file; default $CWD/supervisord.log
logfile_maxbytes=50MB ; max main logfile bytes b4 rotation; default 50MB
logfile_backups=10 ; # of main logfile backups; 0 means none, default 10
loglevel=info ; log level; default info; others: debug,warn,trace
pidfile=/tmp/supervisord.pid ; supervisord pidfile; default supervisord.pid
nodaemon=false ; start in foreground if true; default false
silent=false ; no logs to stdout if true; default false
minfds=1024 ; min. avail startup file descriptors; default 1024
minprocs=200 ; min. avail process descriptors;default 200
;umask=022 ; process file creation umask; default 022
;user=supervisord ; setuid to this UNIX account at startup; recommended if root
;identifier=supervisor ; supervisord identifier, default is 'supervisor'
;directory=/tmp ; default is not to cd during start
;nocleanup=true ; don't clean up tempfiles at start; default false
;childlogdir=/tmp ; 'AUTO' child log dir, default $TEMP
;environment=KEY="value" ; key value pairs to add to environment
;strip_ansi=false ; strip ansi escape codes in logs; def. false
; The rpcinterface:supervisor section must remain in the config file for
; RPC (supervisorctl/web interface) to work. Additional interfaces may be
; added by defining them in separate [rpcinterface:x] sections.
[rpcinterface:supervisor]
supervisor.rpcinterface_factory = supervisor.rpcinterface:make_main_rpcinterface
; The supervisorctl section configures how supervisorctl will connect to
; supervisord. configure it match the settings in either the unix_http_server
; or inet_http_server section.
[supervisorctl]
; serverurl=unix:///tmp/supervisor.sock ; use a unix:// URL for a unix socket
serverurl=http://127.0.0.1:9001 ; use an http:// url to specify an inet socket
;username=chris ; should be same as in [*_http_server] if set
;password=123 ; should be same as in [*_http_server] if set
;prompt=mysupervisor ; cmd line prompt (default "supervisor")
;history_file=~/.sc_history ; use readline history if available
; The sample program section below shows all possible program subsection values.
; Create one or more 'real' program: sections to be able to control them under
; supervisor.
;[program:theprogramname]
;command=/bin/cat ; the program (relative uses PATH, can take args)
;process_name=%(program_name)s ; process_name expr (default %(program_name)s)
;numprocs=1 ; number of processes copies to start (def 1)
;directory=/tmp ; directory to cwd to before exec (def no cwd)
;umask=022 ; umask for process (default None)
;priority=999 ; the relative start priority (default 999)
;autostart=true ; start at supervisord start (default: true)
;startsecs=1 ; # of secs prog must stay up to be running (def. 1)
;startretries=3 ; max # of serial start failures when starting (default 3)
;autorestart=unexpected ; when to restart if exited after running (def: unexpected)
;exitcodes=0 ; 'expected' exit codes used with autorestart (default 0)
;stopsignal=QUIT ; signal used to kill process (default TERM)
;stopwaitsecs=10 ; max num secs to wait b4 SIGKILL (default 10)
;stopasgroup=false ; send stop signal to the UNIX process group (default false)
;killasgroup=false ; SIGKILL the UNIX process group (def false)
;user=chrism ; setuid to this UNIX account to run the program
;redirect_stderr=true ; redirect proc stderr to stdout (default false)
;stdout_logfile=/a/path ; stdout log path, NONE for none; default AUTO
;stdout_logfile_maxbytes=1MB ; max # logfile bytes b4 rotation (default 50MB)
;stdout_logfile_backups=10 ; # of stdout logfile backups (0 means none, default 10)
;stdout_capture_maxbytes=1MB ; number of bytes in 'capturemode' (default 0)
;stdout_events_enabled=false ; emit events on stdout writes (default false)
;stdout_syslog=false ; send stdout to syslog with process name (default false)
;stderr_logfile=/a/path ; stderr log path, NONE for none; default AUTO
;stderr_logfile_maxbytes=1MB ; max # logfile bytes b4 rotation (default 50MB)
;stderr_logfile_backups=10 ; # of stderr logfile backups (0 means none, default 10)
;stderr_capture_maxbytes=1MB ; number of bytes in 'capturemode' (default 0)
;stderr_events_enabled=false ; emit events on stderr writes (default false)
;stderr_syslog=false ; send stderr to syslog with process name (default false)
;environment=A="1",B="2" ; process environment additions (def no adds)
;serverurl=AUTO ; override serverurl computation (childutils)
; The sample eventlistener section below shows all possible eventlistener
; subsection values. Create one or more 'real' eventlistener: sections to be
; able to handle event notifications sent by supervisord.
;[eventlistener:theeventlistenername]
;command=/bin/eventlistener ; the program (relative uses PATH, can take args)
;process_name=%(program_name)s ; process_name expr (default %(program_name)s)
;numprocs=1 ; number of processes copies to start (def 1)
;events=EVENT ; event notif. types to subscribe to (req'd)
;buffer_size=10 ; event buffer queue size (default 10)
;directory=/tmp ; directory to cwd to before exec (def no cwd)
;umask=022 ; umask for process (default None)
;priority=-1 ; the relative start priority (default -1)
;autostart=true ; start at supervisord start (default: true)
;startsecs=1 ; # of secs prog must stay up to be running (def. 1)
;startretries=3 ; max # of serial start failures when starting (default 3)
;autorestart=unexpected ; autorestart if exited after running (def: unexpected)
;exitcodes=0 ; 'expected' exit codes used with autorestart (default 0)
;stopsignal=QUIT ; signal used to kill process (default TERM)
;stopwaitsecs=10 ; max num secs to wait b4 SIGKILL (default 10)
;stopasgroup=false ; send stop signal to the UNIX process group (default false)
;killasgroup=false ; SIGKILL the UNIX process group (def false)
;user=chrism ; setuid to this UNIX account to run the program
;redirect_stderr=false ; redirect_stderr=true is not allowed for eventlisteners
;stdout_logfile=/a/path ; stdout log path, NONE for none; default AUTO
;stdout_logfile_maxbytes=1MB ; max # logfile bytes b4 rotation (default 50MB)
;stdout_logfile_backups=10 ; # of stdout logfile backups (0 means none, default 10)
;stdout_events_enabled=false ; emit events on stdout writes (default false)
;stdout_syslog=false ; send stdout to syslog with process name (default false)
;stderr_logfile=/a/path ; stderr log path, NONE for none; default AUTO
;stderr_logfile_maxbytes=1MB ; max # logfile bytes b4 rotation (default 50MB)
;stderr_logfile_backups=10 ; # of stderr logfile backups (0 means none, default 10)
;stderr_events_enabled=false ; emit events on stderr writes (default false)
;stderr_syslog=false ; send stderr to syslog with process name (default false)
;environment=A="1",B="2" ; process environment additions
;serverurl=AUTO ; override serverurl computation (childutils)
; The sample group section below shows all possible group values. Create one
; or more 'real' group: sections to create "heterogeneous" process groups.
;[group:thegroupname]
;programs=progname1,progname2 ; each refers to 'x' in [program:x] definitions
;priority=999 ; the relative start priority (default 999)
; The [include] section can just contain the "files" setting. This
; setting can list multiple files (separated by whitespace or
; newlines). It can also contain wildcards. The filenames are
; interpreted as relative to this file. Included files *cannot*
; include files themselves.
[include]
files = *.ini
创建luffycity_celery_worker.ini文件，启动我们项目worker主进程
cd /home/ifeng/Desktop/luffycity/luffycityapi/scripts
touch luffycity_celery_worker.ini
[program:luffycity_celery_worker]
# 启动命令 conda env list
command=/home/ifeng/anaconda3/envs/luffycity/bin/celery -A luffycityapi worker -l info -n worker1
# 项目根目录的绝对路径[manage.py所在目录路径]，通过pwd查看
directory=/home/ifeng/Desktop/luffycity/luffycityapi
# 项目虚拟环境
enviroment=PATH="/home/ifeng/anaconda3/envs/luffycity/bin"
# 运行日志绝对路径
stdout_logfile=/home/ifeng/Desktop/luffycity/luffycityapi/logs/celery.worker.info.log
# 错误日志绝对路径
stderr_logfile=/home/ifeng/Desktop/luffycity/luffycityapi/logs/celery.worker.error.log
# 自动启动，开机自启
autostart=true
# 启动当前命令的用户名
user=ifeng
# 重启
autorestart=true
# 进程启动后跑了几秒钟，才被认定为成功启动，默认1
startsecs=10
# 进程结束后60秒才被认定结束
stopwatisecs=60
# 优先级，值小的优先启动
priority=990
创建luffycity_celery_beat.ini文件，来触发我们的beat定时计划任务
cd /home/ifeng/Desktop/luffycity/luffycityapi/scripts
touch luffycity_celery_beat.ini
[program:luffycity_celery_beat]
# 启动命令 conda env list
command=/home/ifeng/anaconda3/envs/luffycity/bin/celery -A luffycityapi beat -l info
# 项目根目录的绝对路径，通过pwd查看
directory=/home/ifeng/Desktop/luffycity/luffycityapi
# 项目虚拟环境
enviroment=PATH="/home/ifeng/anaconda3/envs/luffycity/bin"
# 运行日志绝对路径
stdout_logfile=/home/ifeng/Desktop/luffycity/luffycityapi/logs/celery.beat.info.log
# 错误日志绝对路径
stderr_logfile=/home/ifeng/Desktop/luffycity/luffycityapi/logs/celery.beat.error.log
# 自动启动，开机自启
autostart=true
# 重启
autorestart=true
# 进程启动后跑了几秒钟，才被认定为成功启动，默认1
startsecs=10
# 进程结束后60秒才被认定结束
stopwatisecs=60
# 优先级，值小的优先启动
priority=998
创建luffycity_celery_flower.ini文件，来启动我们的celery监控管理工具
cd /home/ifeng/Desktop/luffycity/luffycityapi/scripts
touch luffycity_celery_flower.ini
[program:luffycity_celery_flower]
# 启动命令 conda env list
command=/home/ifeng/anaconda3/envs/luffycity/bin/celery -A luffycityapi flower --port=5555
# 项目根目录的绝对路径，通过pwd查看
directory=/home/ifeng/Desktop/luffycity/luffycityapi
# 项目虚拟环境
enviroment=PATH="/home/ifeng/anaconda3/envs/luffycity/bin"
# 输出日志绝对路径
stdout_logfile=/home/ifeng/Desktop/luffycity/luffycityapi/logs/celery.flower.info.log
# 错误日志绝对路径
stderr_logfile=/home/ifeng/Desktop/luffycity/luffycityapi/logs/celery.flower.error.log
# 自动启动，开机自启
autostart=true
# 重启
autorestart=true
# 进程启动后跑了几秒钟，才被认定为成功启动，默认1
startsecs=10
# 进程结束后60秒才被认定结束
stopwatisecs=60
# 优先级
priority=999
启动supervisor，确保此时你在项目路径下
cd ~/Desktop/luffycity/luffycityapi
supervisord -c scripts/supervisord.conf
通过浏览器访问http://127.0.0.1:9001
常用操作
把supervisor注册到ubuntu系统服务中并设置开机自启
cd /home/ifeng/Desktop/luffycity/luffycityapi/scripts
touch supervisor.service
supervisor.service，配置内容，并保存。需要通过conda env list 查看当前的虚拟环境路径
[Unit]
Description=supervisor
After=network.target
[Service]
Type=forking
ExecStart=/home/ifeng/anaconda3/envs/luffycity/bin/supervisord -n -c /home/ifeng/Desktop/luffycity/luffycityapi/scripts/supervisord.conf
ExecStop=/home/ifeng/anaconda3/envs/luffycity/bin/supervisorctl $OPTIONS shutdown
ExecReload=/home/ifeng/anaconda3/envs/luffycity/bin/supervisorctl $OPTIONS reload
KillMode=process
Restart=on-failure
RestartSec=42s
[Install]
WantedBy=multi-user.target
设置开机自启
# 创建日志文件
sudo chmod 766 /tmp/supervisord.log
cd /home/ifeng/Desktop/luffycity/luffycityapi/scripts
# 赋予权限
chmod 766 supervisor.service
# 复制到系统开启服务目录下
sudo cp supervisor.service /lib/systemd/system/
# 设置允许开机自启
systemctl enable supervisor.service
# 判断是否已经设置为开机自启了
systemctl is-enabled supervisor.service
# 通过systemctl查看supervisor运行状态
systemctl status supervisor.service
# 如果查看服务状态时无法启动，则可以通过重启linux系统来测试是否因为前面的终端已经运行了supervisor导致的。当然，也可以手动关闭supervisor以及相关的服务。
# supervisorctl stop all
# ps aux | grep supervisord
# kill -9 51564 # 注意: 9068是举例的，具体看上一行的查询结果
效果图: