如何解决django-celery启动后迅速关闭


Posted in Python onOctober 16, 2019

日志中也没有打印什么明显的错误,只是显示连接了rabbitmq后就关闭了

[2019-09-11 06:08:45,729: INFO/Beat] beat: Starting...
[2019-09-11 06:08:45,731: INFO/MainProcess] Connected to amqp://guest:**@127.0.0.1:5672//
[2019-09-11 06:08:45,732: INFO/Beat] Writing entries (0)...
[2019-09-11 06:08:45,740: INFO/MainProcess] mingle: searching for neighbors
[2019-09-11 06:08:45,771: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-09-11 06:08:45,771: INFO/Beat] Writing entries (0)...
[2019-09-11 06:08:46,748: INFO/MainProcess] mingle: all alone
[2019-09-11 06:08:46,749: INFO/MainProcess] beat: Shutting down...
[2019-09-11 06:08:46,749: INFO/Beat] Writing entries (0)...
[2019-09-11 06:08:46,749: INFO/Beat] Writing entries (0)...

查看rabbitmq的日志,这里显示rabbitmq连接成功,然后就是断开连接,(但是我还是以为是rabbitmq的问题,因为我在另外一台主机上一摸一样的环境没有问题)

=INFO REPORT==== 15-Oct-2019::02:17:54 ===
connection <0.305.0> (127.0.0.1:39786 -> 127.0.0.1:5672): user 'guest' authenticated and granted access to vhost '/'

=INFO REPORT==== 15-Oct-2019::02:17:56 ===
connection <0.310.0> (127.0.0.1:39788 -> 127.0.0.1:5672): user 'guest' authenticated and granted access to vhost '/'

=WARNING REPORT==== 15-Oct-2019::02:17:57 ===
closing AMQP connection <0.305.0> (127.0.0.1:39786 -> 127.0.0.1:5672, vhost: '/', user: 'guest'):
client unexpectedly closed TCP connection

=INFO REPORT==== 15-Oct-2019::02:17:58 ===
closing AMQP connection <0.310.0> (127.0.0.1:39788 -> 127.0.0.1:5672, vhost: '/', user: 'guest')

=INFO REPORT==== 15-Oct-2019::02:17:58 ===
closing AMQP connection <0.302.0> (127.0.0.1:39780 -> 127.0.0.1:5672, vhost: '/', user: 'guest')

在试了重装erlang和rabbitmq等服务,折腾了一天后,第二天我换了个思路,从celery源码查看

找到Shutting down...这个日志输出的位置

def stop(self, wait=False):
    info('beat: Shutting down...')
    # 这里增加一段代码
    ''''''
    import traceback
    info("start shutdown traceback ====")
    traceback.print_stack()
    ''''''
    self._is_shutdown.set()
    wait and self._is_stopped.wait() # block until shutdown done.

再次启动celery后获得以下日志

[2019-10-16 10:15:15,037: INFO/Beat] beat: Starting...
[2019-10-16 10:15:15,039: INFO/Beat] Writing entries (0)...
[2019-10-16 10:15:15,082: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-10-16 10:15:15,082: INFO/Beat] Writing entries (0)...
[2019-10-16 10:15:15,394: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-10-16 10:15:15,394: INFO/Beat] Writing entries (0)...
[2019-10-16 10:15:16,201: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-10-16 10:15:16,201: INFO/Beat] Writing entries (0)...
[2019-10-16 10:15:16,859: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-10-16 10:15:16,859: INFO/Beat] Writing entries (0)...
[2019-10-16 10:15:23,337: INFO/MainProcess] Connected to amqp://guest:**@127.0.0.1:5672//
[2019-10-16 10:15:28,102: INFO/Beat] Writing entries (0)...
[2019-10-16 10:15:31,348: INFO/MainProcess] mingle: searching for neighbors
[2019-10-16 10:15:32,357: INFO/MainProcess] mingle: all alone
[2019-10-16 10:15:32,362: WARNING/MainProcess] invalid syntax (strategy.py, line 13)
[2019-10-16 10:15:33,372: INFO/MainProcess] start shutdown traceback ====
[2019-10-16 10:15:33,374: WARNING/MainProcess] File "manage.py", line 15, in <module>
execute_from_command_line(sys.argv)
[2019-10-16 10:15:33,374: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/django/core/management/__init__.py"
, line 381, in execute_from_command_line utility.execute()
[2019-10-16 10:15:33,374: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/django/core/management/__init__.py"
, line 375, in execute self.fetch_command(subcommand).run_from_argv(self.argv)
[2019-10-16 10:15:33,374: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/djcelery/management/commands/celery
.py", line 21, in run_from_argv ['{0[0]} {0[1]}'.format(argv)] + argv[2:],
[2019-10-16 10:15:33,374: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/celery.py", line 793, in
execute_from_commandline super(CeleryCommand, self).execute_from_commandline(argv)))
[2019-10-16 10:15:33,374: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/base.py", line 311, in e
xecute_from_commandline return self.handle_argv(self.prog_name, argv[1:])
[2019-10-16 10:15:33,374: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/celery.py", line 785, in
handle_argv return self.execute(command, argv)
[2019-10-16 10:15:33,374: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/celery.py", line 717, in
execute ).run_from_argv(self.prog_name, argv[1:], command=argv[0])
[2019-10-16 10:15:33,374: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/worker.py", line 179, in
run_from_argv return self(*args, **options)
[2019-10-16 10:15:33,374: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/base.py", line 274, in _
_call__ ret = self.run(*args, **kwargs)
[2019-10-16 10:15:33,374: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/worker.py", line 212, in
run state_db=self.node_format(state_db, hostname), **kwargs
[2019-10-16 10:15:33,375: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/worker/__init__.py", line 21
2, in start self.stop()
[2019-10-16 10:15:33,375: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/worker/__init__.py", line 25
4, in stop self._shutdown(warm=True)
[2019-10-16 10:15:33,375: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/worker/__init__.py", line 26
8, in _shutdown self.blueprint.stop(self, terminate=not warm)
[2019-10-16 10:15:33,375: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bootsteps.py", line 179, in
stop description=what, propagate=False,
[2019-10-16 10:15:33,375: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bootsteps.py", line 142, in
restart self.send_all(parent, method, description, propagate=propagate)
[2019-10-16 10:15:33,375: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bootsteps.py", line 155, in
send_all fun(parent, *args)
[2019-10-16 10:15:33,375: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bootsteps.py", line 378, in
stop return self.obj.stop()
[2019-10-16 10:15:33,375: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/beat.py", line 559, in stop
self.service.stop()
[2019-10-16 10:15:33,375: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/beat.py", line 499, in stop
traceback.print_stack()
[2019-10-16 10:15:33,375: INFO/MainProcess] beat: Shutting down...
[2019-10-16 10:15:33,375: INFO/Beat] Writing entries (0)...
[2019-10-16 10:15:33,376: INFO/Beat] Writing entries (0)...
[root@test operations]# [2019-10-16 10:15:51,178: INFO/Beat] Writing entries (0)...
[2019-10-16 10:16:30,352: INFO/Beat] Writing entries (0)...
[2019-10-16 10:16:46,806: INFO/Beat] Writing entries (0)...
[2019-10-16 10:18:56,064: INFO/Beat] Writing entries (0)...
[2019-10-16 10:19:35,231: INFO/Beat] Writing entries (0)...
[2019-10-16 10:19:51,689: INFO/Beat] Writing entries (0)...

可以看出在/usr/local/python3/lib/python3.7/site-packages/celery/worker/__init__.py中的start方法中执行了stop方法,在stop中打印了beat: Shutting down...字符

def start(self):
    """Starts the workers main loop."""
    '''
    修改start方法,去掉try,以便找到错误位置
    '''
    self.blueprint.start(self)
    #try:
    #  self.blueprint.start(self)
    #except WorkerTerminate:
    #  self.terminate()
    #except Exception as exc:

    #  logger.error('Unrecoverable error: %r', exc, exc_info=True)
    #  self.stop()
    #except (KeyboardInterrupt, SystemExit):
    #  self.stop()

然后再次启动celery获得以下日志

[2019-10-16 10:19:57,241: INFO/Beat] beat: Starting...
[2019-10-16 10:19:57,244: INFO/Beat] Writing entries (0)...
[2019-10-16 10:19:57,287: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-10-16 10:19:57,287: INFO/Beat] Writing entries (0)...
[2019-10-16 10:20:00,218: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-10-16 10:20:00,218: INFO/Beat] Writing entries (0)...
[2019-10-16 10:20:01,023: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-10-16 10:20:01,023: INFO/Beat] Writing entries (0)...
[2019-10-16 10:20:01,685: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-10-16 10:20:01,685: INFO/Beat] Writing entries (0)...
[2019-10-16 10:20:05,548: INFO/MainProcess] Connected to amqp://guest:**@127.0.0.1:5672//
[2019-10-16 10:20:10,307: INFO/Beat] Writing entries (0)...
[2019-10-16 10:20:13,561: INFO/MainProcess] mingle: searching for neighbors
[2019-10-16 10:20:14,570: INFO/MainProcess] mingle: all alone
[2019-10-16 10:20:14,571: WARNING/MainProcess] Traceback (most recent call last):
[2019-10-16 10:20:14,571: WARNING/MainProcess] File "manage.py", line 15, in <module>
[2019-10-16 10:20:14,571: WARNING/MainProcess] execute_from_command_line(sys.argv)
[2019-10-16 10:20:14,571: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/django/core/management/__init__.py"
, line 381, in execute_from_command_line[2019-10-16 10:20:14,572: WARNING/MainProcess] utility.execute()
[2019-10-16 10:20:14,572: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/django/core/management/__init__.py"
, line 375, in execute[2019-10-16 10:20:14,572: WARNING/MainProcess] self.fetch_command(subcommand).run_from_argv(self.argv)
[2019-10-16 10:20:14,572: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/djcelery/management/commands/celery
.py", line 21, in run_from_argv[2019-10-16 10:20:14,572: WARNING/MainProcess] ['{0[0]} {0[1]}'.format(argv)] + argv[2:],
[2019-10-16 10:20:14,572: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/celery.py", line 793, in
execute_from_commandline[2019-10-16 10:20:14,573: WARNING/MainProcess] super(CeleryCommand, self).execute_from_commandline(argv)))
[2019-10-16 10:20:14,573: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/base.py", line 311, in e
xecute_from_commandline[2019-10-16 10:20:14,573: WARNING/MainProcess] return self.handle_argv(self.prog_name, argv[1:])
[2019-10-16 10:20:14,573: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/celery.py", line 785, in
handle_argv[2019-10-16 10:20:14,574: WARNING/MainProcess] return self.execute(command, argv)
[2019-10-16 10:20:14,574: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/celery.py", line 717, in
execute[2019-10-16 10:20:14,574: WARNING/MainProcess] ).run_from_argv(self.prog_name, argv[1:], command=argv[0])
[2019-10-16 10:20:14,574: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/worker.py", line 179, in
run_from_argv[2019-10-16 10:20:14,574: WARNING/MainProcess] return self(*args, **options)
[2019-10-16 10:20:14,575: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/base.py", line 274, in _
_call__[2019-10-16 10:20:14,575: WARNING/MainProcess] ret = self.run(*args, **kwargs)
[2019-10-16 10:20:14,575: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bin/worker.py", line 212, in
run[2019-10-16 10:20:14,575: WARNING/MainProcess] state_db=self.node_format(state_db, hostname), **kwargs
[2019-10-16 10:20:14,575: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/worker/__init__.py", line 20
5, in start[2019-10-16 10:20:14,575: WARNING/MainProcess] self.blueprint.start(self)
[2019-10-16 10:20:14,575: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bootsteps.py", line 123, in
start[2019-10-16 10:20:14,576: WARNING/MainProcess] step.start(parent)
[2019-10-16 10:20:14,576: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bootsteps.py", line 374, in
start[2019-10-16 10:20:14,576: WARNING/MainProcess] return self.obj.start()
[2019-10-16 10:20:14,576: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/worker/consumer.py", line 28
0, in start[2019-10-16 10:20:14,576: WARNING/MainProcess] blueprint.start(self)
[2019-10-16 10:20:14,577: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/bootsteps.py", line 123, in
start[2019-10-16 10:20:14,577: WARNING/MainProcess] step.start(parent)
[2019-10-16 10:20:14,577: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/worker/consumer.py", line 64
2, in start[2019-10-16 10:20:14,577: WARNING/MainProcess] c.update_strategies()
[2019-10-16 10:20:14,577: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/worker/consumer.py", line 43
9, in update_strategies[2019-10-16 10:20:14,578: WARNING/MainProcess] self.strategies[name] = task.start_strategy(self.app, self)
[2019-10-16 10:20:14,578: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/app/task.py", line 448, in s
tart_strategy[2019-10-16 10:20:14,578: WARNING/MainProcess] return instantiate(self.Strategy, self, app, consumer, **kwargs)
[2019-10-16 10:20:14,578: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/utils/imports.py", line 53,
in instantiate[2019-10-16 10:20:14,578: WARNING/MainProcess] return symbol_by_name(name)(*args, **kwargs)
[2019-10-16 10:20:14,578: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/kombu/utils/__init__.py", line 96,
in symbol_by_name[2019-10-16 10:20:14,578: WARNING/MainProcess] module = imp(module_name, package=package, **kwargs)
[2019-10-16 10:20:14,579: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/importlib/__init__.py", line 127, in import_modul
e[2019-10-16 10:20:14,579: WARNING/MainProcess] return _bootstrap._gcd_import(name[level:], package, level)
[2019-10-16 10:20:14,579: WARNING/MainProcess] File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
[2019-10-16 10:20:14,579: WARNING/MainProcess] File "<frozen importlib._bootstrap>", line 983, in _find_and_load
[2019-10-16 10:20:14,579: WARNING/MainProcess] File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
[2019-10-16 10:20:14,579: WARNING/MainProcess] File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
[2019-10-16 10:20:14,579: WARNING/MainProcess] File "<frozen importlib._bootstrap_external>", line 724, in exec_module
[2019-10-16 10:20:14,579: WARNING/MainProcess] File "<frozen importlib._bootstrap_external>", line 860, in get_code
[2019-10-16 10:20:14,580: WARNING/MainProcess] File "<frozen importlib._bootstrap_external>", line 791, in source_to_code
[2019-10-16 10:20:14,580: WARNING/MainProcess] File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
[2019-10-16 10:20:14,580: WARNING/MainProcess] File "/usr/local/python3/lib/python3.7/site-packages/celery/worker/strategy.py", line 13
[2019-10-16 10:20:14,580: WARNING/MainProcess] from kombu.async.timer import to_timestamp
[2019-10-16 10:20:14,580: WARNING/MainProcess] ^
[2019-10-16 10:20:14,580: WARNING/MainProcess] SyntaxError
[2019-10-16 10:20:14,580: WARNING/MainProcess] :
[2019-10-16 10:20:14,580: WARNING/MainProcess] invalid syntax

可以看到from kombu.async.timer import to_timestamp这句导包的时候报错 在kombu中把async目录修改成了asynchronous,同时因为python3.7以后吧async变成了一个关键字,不能作为包来引用,因此报错,所以修改async为asynchronous

再次启动celery后获得以下日志

[2019-10-16 10:27:14,497: INFO/Beat] beat: Starting...
[2019-10-16 10:27:14,500: INFO/Beat] Writing entries (0)...
[2019-10-16 10:27:14,545: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-10-16 10:27:14,545: INFO/Beat] Writing entries (0)...
[2019-10-16 10:27:14,949: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-10-16 10:27:14,949: INFO/Beat] Writing entries (0)...
[2019-10-16 10:27:15,029: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-10-16 10:27:15,029: INFO/Beat] Writing entries (0)...
[2019-10-16 10:27:15,748: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-10-16 10:27:15,748: INFO/Beat] Writing entries (0)...
[2019-10-16 10:27:16,427: INFO/Beat] DatabaseScheduler: Schedule changed.
[2019-10-16 10:27:16,427: INFO/Beat] Writing entries (0)...
[2019-10-16 10:27:22,485: INFO/MainProcess] Connected to amqp://guest:**@127.0.0.1:5672//
[2019-10-16 10:27:24,618: INFO/MainProcess] mingle: searching for neighbors
[2019-10-16 10:27:25,626: INFO/MainProcess] mingle: all alone
[2019-10-16 10:27:25,648: WARNING/MainProcess] /usr/local/python3/lib/python3.7/site-packages/djcelery/loaders.py:133: UserWarning: Usi
ng settings.DEBUG leads to a memory leak, never use this setting in production environments! warn('Using settings.DEBUG leads to a memory leak, never '
[2019-10-16 10:27:25,648: WARNING/MainProcess] celery@test.ylyw.com ready.

当出现celery@test.ylyw.com ready.后,就可以确定celery正常运行了

希望上面整理的内容能够帮助到大家,感谢大家的学习和对三水点靠木的支持。

Python 相关文章推荐
Python中使用partial改变方法默认参数实例
Apr 28 Python
详解python 发送邮件实例代码
Dec 22 Python
解决python文件字符串转列表时遇到空行的问题
Jul 09 Python
Python 多核并行计算的示例代码
Nov 07 Python
python实现微信发送邮件关闭电脑功能
Feb 22 Python
Python简单获取网卡名称及其IP地址的方法【基于psutil模块】
May 24 Python
python ipset管理 增删白名单的方法
Jan 14 Python
pandas按行按列遍历Dataframe的几种方式
Oct 23 Python
PyCharm 专业版安装图文教程
Feb 20 Python
matplotlib 生成的图像中无法显示中文字符的解决方法
Jun 10 Python
Python项目实战之使用Django框架实现支付宝付款功能
Feb 23 Python
opencv实现图像平移效果
Mar 24 Python
Python发送邮件的实例代码讲解
Oct 16 #Python
python运用sklearn实现KNN分类算法
Oct 16 #Python
python sklearn常用分类算法模型的调用
Oct 16 #Python
Python使用selenium + headless chrome获取网页内容的方法示例
Oct 16 #Python
使用python实现kNN分类算法
Oct 16 #Python
Python生成验证码、计算具体日期是一年中的第几天实例代码详解
Oct 16 #Python
python可视化实现KNN算法
Oct 16 #Python
You might like
php正则判断是否为合法身份证号的方法
2017/03/16 PHP
通过上下左右键和回车键切换光标实现代码
2013/03/08 Javascript
JS特殊函数(Function()构造函数、函数直接量)区别介绍
2013/05/19 Javascript
ExtJs设置GridPanel表格文本垂直居中示例
2013/07/15 Javascript
怎么判断js脚本加载完成
2014/02/28 Javascript
JavaScript如何动态创建table表格
2020/08/02 Javascript
JavaScript学习笔记之数组的增、删、改、查
2016/03/23 Javascript
JavaScript之DOM_动力节点Java学院整理
2017/07/03 Javascript
js事件on动态绑定数据,绑定多个事件的方法
2018/09/15 Javascript
Vue中使用canvas方法总结
2019/02/12 Javascript
基于layui的table插件进行复选框联动功能的实现方法
2019/09/19 Javascript
webpack HappyPack实战详解
2019/10/08 Javascript
vue实现循环滚动列表
2020/06/30 Javascript
[10:34]DOTA2上海特级锦标赛全纪录
2016/03/25 DOTA
从零学python系列之教你如何根据图片生成字符画
2014/05/23 Python
Python THREADING模块中的JOIN()方法深入理解
2015/02/18 Python
Python程序中使用SQLAlchemy时出现乱码的解决方案
2015/04/24 Python
python简单实现获取当前时间
2016/08/27 Python
Python多线程实现同步的四种方式
2017/05/02 Python
Python装饰器基础概念与用法详解
2018/12/22 Python
Python使用pandas对数据进行差分运算的方法
2018/12/22 Python
python pandas 时间日期的处理实现
2019/07/30 Python
python批量处理txt文件的实例代码
2020/01/13 Python
Python3 Click模块的使用方法详解
2020/02/12 Python
基于Python3.7.1无法导入Numpy的解决方式
2020/03/09 Python
Pytest测试框架基本使用方法详解
2020/11/25 Python
好莱坞百老汇御用王牌美妆:Koh Gen Do 江原道
2018/04/03 全球购物
机关财务管理制度
2014/01/17 职场文书
《最大的麦穗》教学反思
2014/04/17 职场文书
销售代理协议书
2014/09/30 职场文书
道路交通事故赔偿协议书
2014/10/24 职场文书
2014年物流工作总结
2014/11/25 职场文书
英文感谢信范文
2015/01/21 职场文书
学校施工安全责任书
2015/01/29 职场文书
在项目中使用redis做缓存的一些思路
2021/09/14 Redis
Python 游戏大作炫酷机甲闯关游戏爆肝数千行代码实现案例进阶
2021/10/16 Python