APscheduler架构 APScheduler优点 • 支持定时，定期，一次性任务 • 支持任务持久化，存储器支持广泛(Memory，Postgres， MongoDB，Redis，ZooKeeper，SQLAlchemy等) • 调度器支持广泛(Twisted，gevent，Tornado，asyncio等) • 可动态调整(添加，修改，删除)任务 • 远程调用支持RPyC(一个用作远程过程调用，同时也可以用作分

•配置管理：Ansible、Chef、Puppet、SaltStack •容器：Docker、kvm •编排：Kubernetes、openstack、Apache Mesos、swarm •服务注册与发现：Zookeeper、etcd、Consul •脚本语言：python、ruby、shell •日志管理：ELK、Logentries •系统监控：zabbix、prometheus 前东家关于Devops的一些实践

celery[beanstalk] for using Beanstalk as a message transport (experimental). celery[zookeeper] for using Zookeeper as a message transport. celery[zeromq] for using ZeroMQ as a message transport (experimental) Yes Beanstalk Experimental No No Amazon SQS Experimental No No Couch DB Experimental No No Zookeeper Experimental No No Django DB Experimental No No SQLAlchemy Experimental No No Iron MQ 3rd party celery[couchdb] transport Beanstalk celery[beanstalk] transport ZeroMQ celery[zeromq] transport Zookeeper celery[zookeeper] transport SQLAlchemy celery[sqlalchemy] transport, result backend librabbitmq celery[librabbitmq]

celery[beanstalk]: for using Beanstalk as a message transport (experimental). celery[zookeeper]: for using Zookeeper as a message transport. celery[zeromq]: for using ZeroMQ as a message transport (experimental) Yes Beanstalk Experimental No No Amazon SQS Experimental No No Couch DB Experimental No No Zookeeper Experimental No No Django DB Experimental No No SQLAlchemy Experimental No No Iron MQ 3rd party celery[couchdb] transport Beanstalk celery[beanstalk] transport ZeroMQ celery[zeromq] transport Zookeeper celery[zookeeper] transport SQLAlchemy celery[sqlalchemy] transport, result backend librabbitmq celery[librabbitmq]

Elasticsearch as a result backend. celery[riak] for using Riak as a result backend. celery[zookeeper] for using Zookeeper as a message transport. celery[sqlalchemy] for using SQLAlchemy as a result backend Monitoring Remote Control RabbitMQ Stable Yes Yes Redis Stable Yes Yes Amazon SQS Stable No No Zookeeper Experimental No No Experimental brokers may be functional but they don’t have dedicated maintainers celery[couchdb] transport Beanstalk celery[beanstalk] transport ZeroMQ celery[zeromq] transport Zookeeper celery[zookeeper] transport SQLAlchemy celery[sqlalchemy] transport, result backend librabbitmq celery[librabbitmq]

Elasticsearch as a result backend. celery[riak]: for using Riak as a result backend. celery[zookeeper]: for using Zookeeper as a message transport. celery[sqlalchemy]: for using SQLAlchemy as a result backend Monitoring Remote Control RabbitMQ Stable Yes Yes Redis Stable Yes Yes Amazon SQS Stable No No Zookeeper Experimental No No Experimental brokers may be functional but they don’t have dedicated maintainers celery[couchdb] transport Beanstalk celery[beanstalk] transport ZeroMQ celery[zeromq] transport Zookeeper celery[zookeeper] transport SQLAlchemy celery[sqlalchemy] transport, result backend librabbitmq celery[librabbitmq]

Elasticsearch as a result backend. celery[riak]: for using Riak as a result backend. celery[zookeeper]: for using Zookeeper as a message transport. celery[sqlalchemy]: for using SQLAlchemy as a result backend Monitoring Remote Control RabbitMQ Stable Yes Yes Redis Stable Yes Yes Amazon SQS Stable No No Zookeeper Experimental No No Experimental brokers may be functional but they don’t have dedicated maintainers celery[couchdb] transport Beanstalk celery[beanstalk] transport ZeroMQ celery[zeromq] transport Zookeeper celery[zookeeper] transport SQLAlchemy celery[sqlalchemy] transport, result backend librabbitmq celery[librabbitmq]

result backend. celery[dynamodb] for using AWS DynamoDB as a result backend. celery[zookeeper] for using Zookeeper as a message transport. celery[sqlalchemy] for using SQLAlchemy as a result backend Monitoring Remote Control RabbitMQ Stable Yes Yes Redis Stable Yes Yes Amazon SQS Stable No No Zookeeper Experimental No No 18 Chapter 2. Contents Celery Documentation, Release 4.1.0 Experimental brokers celery[couchdb] transport Beanstalk celery[beanstalk] transport ZeroMQ celery[zeromq] transport Zookeeper celery[zookeeper] transport SQLAlchemy celery[sqlalchemy] transport, result backend librabbitmq celery[librabbitmq]

Elasticsearch as a result backend. celery[riak] for using Riak as a result backend. celery[zookeeper] for using Zookeeper as a message transport. celery[sqlalchemy] for using SQLAlchemy as a result backend Monitoring Remote Control RabbitMQ Stable Yes Yes Redis Stable Yes Yes Amazon SQS Stable No No Zookeeper Experimental No No 18 Chapter 2. Contents Celery Documentation, Release 4.0.1 Experimental brokers celery[couchdb] transport Beanstalk celery[beanstalk] transport ZeroMQ celery[zeromq] transport Zookeeper celery[zookeeper] transport SQLAlchemy celery[sqlalchemy] transport, result backend librabbitmq celery[librabbitmq]

result backend. celery[dynamodb]: for using AWS DynamoDB as a result backend. celery[zookeeper]: for using Zookeeper as a message transport. celery[sqlalchemy]: for using SQLAlchemy as a result backend Monitoring Remote Control RabbitMQ Stable Yes Yes Redis Stable Yes Yes Amazon SQS Stable No No Zookeeper Experimental No No Experimental brokers may be functional but they don’t have dedicated maintainers celery[couchdb] transport Beanstalk celery[beanstalk] transport ZeroMQ celery[zeromq] transport Zookeeper celery[zookeeper] transport SQLAlchemy celery[sqlalchemy] transport, result backend librabbitmq celery[librabbitmq]