无法启动Airflow工作人员/花，需要澄清Airflow架构以确认安装是否正确

时间：2016-06-13 08:32:01

标签： python rabbitmq celery airflow

在另一台计算机上运行worker会导致下面指定的错误。我已关注the configuration instructions并同步了dags文件夹。

我还要确认RabbitMQ和PostgreSQL只需要安装在Airflow核心机器上，而不需要安装在工作人员上（工作人员只能连接到核心）。

设置规范详述如下：

Airflow核心/服务器计算机

安装了以下内容：

  • Python 2.7 with
    • 气流（AIRFLOW_HOME =〜/ airflow）
    • 芹菜
    • psycogp2
  • 的RabbitMQ
  • 的PostgreSQL

在airflow.cfg中进行的配置：

  • sql_alchemy_conn = postgresql+psycopg2://username:password@192.168.1.2:5432/airflow
  • executor = CeleryExecutor
  • broker_url = amqp://username:password@192.168.1.2:5672//
  • celery_result_backend = postgresql+psycopg2://username:password@192.168.1.2:5432/airflow

已完成测试：

  • RabbitMQ正在运行
  • 可以连接到PostgreSQL并确认Airflow已创建表格
  • 可以启动和查看网络服务器（包括自定义dags）

气流工作者计算机

安装了以下内容：

  • Python 2.7 with
    • 气流（AIRFLOW_HOME =〜/ airflow）
    • 芹菜
    • psycogp2

在airflow.cfg中进行的配置与服务器中的配置完全相同：

  • sql_alchemy_conn = postgresql+psycopg2://username:password@192.168.1.2:5432/airflow
  • executor = CeleryExecutor
  • broker_url = amqp://username:password@192.168.1.2:5672//
  • celery_result_backend = postgresql+psycopg2://username:password@192.168.1.2:5432/airflow

在工作机器上运行命令的输出：

运行airflow flower时：

ubuntu@airflow_client:~/airflow$ airflow flower
[2016-06-13 04:19:42,814] {__init__.py:36} INFO - Using executor CeleryExecutor
Traceback (most recent call last):
  File "/home/ubuntu/anaconda2/bin/airflow", line 15, in <module>
    args.func(args)
  File "/home/ubuntu/anaconda2/lib/python2.7/site-packages/airflow/bin/cli.py", line 576, in flower
    os.execvp("flower", ['flower', '-b', broka, port, api])
  File "/home/ubuntu/anaconda2/lib/python2.7/os.py", line 346, in execvp
    _execvpe(file, args)
  File "/home/ubuntu/anaconda2/lib/python2.7/os.py", line 382, in _execvpe
    func(fullname, *argrest)
OSError: [Errno 2] No such file or directory

运行airflow worker时：

ubuntu@airflow_client:~$ airflow worker
[2016-06-13 04:08:43,573] {__init__.py:36} INFO - Using executor CeleryExecutor
[2016-06-13 04:08:43,935: ERROR/MainProcess] Unrecoverable error: ImportError('No module named postgresql',)
Traceback (most recent call last):
  File "/home/ubuntu/anaconda2/lib/python2.7/site-packages/celery/worker/__init__.py", line 206, in start
    self.blueprint.start(self)
  File "/home/ubuntu/anaconda2/lib/python2.7/site-packages/celery/bootsteps.py", line 119, in start
    self.on_start()
  File "/home/ubuntu/anaconda2/lib/python2.7/site-packages/celery/apps/worker.py", line 169, in on_start
    string(self.colored.cyan(' \n', self.startup_info())),
  File "/home/ubuntu/anaconda2/lib/python2.7/site-packages/celery/apps/worker.py", line 230, in startup_info
    results=self.app.backend.as_uri(),
  File "/home/ubuntu/anaconda2/lib/python2.7/site-packages/kombu/utils/__init__.py", line 325, in __get__
    value = obj.__dict__[self.__name__] = self.__get(obj)
  File "/home/ubuntu/anaconda2/lib/python2.7/site-packages/celery/app/base.py", line 626, in backend
    return self._get_backend()
  File "/home/ubuntu/anaconda2/lib/python2.7/site-packages/celery/app/base.py", line 444, in _get_backend
    self.loader)
  File "/home/ubuntu/anaconda2/lib/python2.7/site-packages/celery/backends/__init__.py", line 68, in get_backend_by_url
    return get_backend_cls(backend, loader), url
  File "/home/ubuntu/anaconda2/lib/python2.7/site-packages/celery/backends/__init__.py", line 49, in get_backend_cls
    cls = symbol_by_name(backend, aliases)
  File "/home/ubuntu/anaconda2/lib/python2.7/site-packages/kombu/utils/__init__.py", line 96, in symbol_by_name
    module = imp(module_name, package=package, **kwargs)
  File "/home/ubuntu/anaconda2/lib/python2.7/importlib/__init__.py", line 37, in import_module
    __import__(name)
ImportError: No module named postgresql

当celery_result_backend更改为默认db+mysql://airflow:airflow@localhost:3306/airflow并再次运行airflow worker时，结果为：

ubuntu@airflow_client:~/airflow$ airflow worker                                                                             
[2016-06-13 04:17:32,387] {__init__.py:36} INFO - Using executor CeleryExecutor

 -------------- celery@airflow_client2 v3.1.23 (Cipater)
---- **** ----- 
--- * ***  * -- Linux-3.19.0-59-generic-x86_64-with-debian-jessie-sid
-- * - **** --- 
- ** ---------- [config]
- ** ---------- .> app:         airflow.executors.celery_executor:0x7f5cb65cb510
- ** ---------- .> transport:   amqp://username:**@192.168.1.2:5672//
- ** ---------- .> results:     mysql://airflow:**@localhost:3306/airflow
- *** --- * --- .> concurrency: 16 (prefork)
-- ******* ---- 
--- ***** ----- [queues]
 -------------- .> default          exchange=default(direct) key=celery


[2016-06-13 04:17:33,385] {__init__.py:36} INFO - Using executor CeleryExecutor
Starting flask
[2016-06-13 04:17:33,737] {_internal.py:87} INFO -  * Running on http://0.0.0.0:8793/ (Press CTRL+C to quit)
[2016-06-13 04:17:34,536: WARNING/MainProcess] celery@airflow_client2 ready.

我错过了什么？我该如何进一步诊断？

2 个答案:

答案 0 :(得分：15)

ImportError: No module named postgresql错误是由celery_result_backend中使用的无效前缀造成的。将数据库用作Celery后端时，连接URL必须以db+为前缀。见http://docs.celeryproject.org/en/latest/configuration.html#conf-database-result-backend

所以替换：

celery_result_backend = postgresql+psycopg2://username:password@192.168.1.2:5432/airflow

有类似的东西：

celery_result_backend = db+postgresql://username:password@192.168.1.2:5432/airflow

答案 1 :(得分：8)

您需要确保安装芹菜花。也就是pip install flower。

相关问题
最新问题