【问题标题】:Airflow: Neither SQLALCHEMY_DATABASE_URI nor SQLALCHEMY_BINDS is set气流:既没有设置 SQLALCHEMY_DATABASE_URI 也没有设置 SQLALCHEMY_BINDS
【发布时间】:2019-01-11 06:29:40
【问题描述】:

我已经在我的本地 Mac 上设置了气流 2.0,并以 PostgresSQL 为 sql_alchemy_conn 提供支持。我的 DAG 运行良好 + 在 sqla 数据库中维护元数据,但是任何气流用户命令错误,角色表/视图未创建。

我已尝试设置和重置气流 resetdb,但这些表在 sql_alchemy_conn DB 中仍然不可用。

psycopg2.ProgrammingError: relation "ab_permission_view_role" does not exist
LINE 2: FROM ab_permission_view_role JOIN ab_permission_view ON ab_p...
[2019-01-11 11:45:58,223] {__init__.py:51} INFO - Using executor SequentialExecutor
/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/flask_sqlalchemy/__init__.py:774: UserWarning: Neither SQLALCHEMY_DATABASE_URI nor SQLALCHEMY_BINDS is set. Defaulting SQLALCHEMY_DATABASE_URI to "sqlite:///:memory:".
  'Neither SQLALCHEMY_DATABASE_URI nor SQLALCHEMY_BINDS is set. '
Please make sure to build the frontend in static/ directory and restart the server
[2019-01-11 11:45:58,450] {manager.py:525} WARNING - No user yet created, use fabmanager command to do it.
[2019-01-11 11:45:59,117] {__init__.py:286} INFO - Filling up the DagBag from /Users/deepaksaroha/airflow/dags
[2019-01-11 11:46:00,114] {security.py:435} INFO - Start syncing user roles.
[2019-01-11 11:46:00,149] {security.py:185} INFO - Initializing permissions for role:Viewer in the database.
[2019-01-11 11:46:00,274] {security.py:185} INFO - Initializing permissions for role:User in the database.
[2019-01-11 11:46:00,397] {security.py:185} INFO - Initializing permissions for role:Op in the database.
[2019-01-11 11:46:00,487] {security.py:344} INFO - Fetching a set of all permission, view_menu from FAB meta-table
Traceback (most recent call last):
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/sqlalchemy/engine/base.py", line 1193, in _execute_context
    context)
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/sqlalchemy/engine/default.py", line 509, in do_execute
    cursor.execute(statement, parameters)
psycopg2.ProgrammingError: relation "ab_permission_view_role" does not exist
LINE 2: FROM ab_permission_view_role JOIN ab_permission_view ON ab_p...
             ^


The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/bin/airflow", line 32, in <module>
    args.func(args)
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/airflow/utils/cli.py", line 74, in wrapper
    return f(*args, **kwargs)
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/airflow/bin/cli.py", line 1353, in users
    appbuilder = cached_appbuilder()
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/airflow/www_rbac/app.py", line 214, in cached_appbuilder
    cached_app(config, testing)
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/airflow/www_rbac/app.py", line 207, in cached_app
    app, _ = create_app(config, session, testing)
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/airflow/www_rbac/app.py", line 167, in create_app
    security_manager.sync_roles()
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/airflow/www_rbac/security.py", line 443, in sync_roles
    self.create_custom_dag_permission_view()
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/airflow/www_rbac/security.py", line 391, in create_custom_dag_permission_view
    all_perm_views = set([role.permission_view_id for role in all_perm_view_by_user])
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/sqlalchemy/orm/query.py", line 2995, in __iter__
    return self._execute_and_instances(context)
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/sqlalchemy/orm/query.py", line 3018, in _execute_and_instances
    result = conn.execute(querycontext.statement, self._params)
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/sqlalchemy/engine/base.py", line 948, in execute
    return meth(self, multiparams, params)
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/sqlalchemy/sql/elements.py", line 269, in _execute_on_connection
    return connection._execute_clauseelement(self, multiparams, params)
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/sqlalchemy/engine/base.py", line 1060, in _execute_clauseelement
    compiled_sql, distilled_params
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/sqlalchemy/engine/base.py", line 1200, in _execute_context
    context)
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/sqlalchemy/engine/base.py", line 1413, in _handle_dbapi_exception
    exc_info
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/sqlalchemy/util/compat.py", line 265, in raise_from_cause
    reraise(type(exception), exception, tb=exc_tb, cause=cause)
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/sqlalchemy/util/compat.py", line 248, in reraise
    raise value.with_traceback(tb)
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/sqlalchemy/engine/base.py", line 1193, in _execute_context
    context)
  File "/Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/sqlalchemy/engine/default.py", line 509, in do_execute
    cursor.execute(statement, parameters)
sqlalchemy.exc.ProgrammingError: (psycopg2.ProgrammingError) relation "ab_permission_view_role" does not exist
LINE 2: FROM ab_permission_view_role JOIN ab_permission_view ON ab_p...
             ^
 [SQL: 'SELECT ab_permission_view_role.id AS ab_permission_view_role_id, ab_permission_view_role.permission_view_id AS ab_permission_view_role_permission_view_id, ab_permission_view_role.role_id AS ab_permission_view_role_role_id \nFROM ab_permission_view_role JOIN ab_permission_view ON ab_permission_view.id = ab_permission_view_role.permission_view_id JOIN ab_view_menu ON ab_view_menu.id = ab_permission_view.view_menu_id \nWHERE ab_permission_view_role.role_id = %(role_id_1)s AND ab_permission_view.view_menu_id != %(view_menu_id_1)s'] [parameters: {'role_id_1': 4, 'view_menu_id_1': 51}] (Background on this error at: http://sqlalche.me/e/f405)

我希望这些表应该在后端的某个地方创建。我想使用气流用户命令通过脚本自动创建用户,但是存在错误,上帝救救我:)

【问题讨论】:

    标签: airflow airflow-scheduler


    【解决方案1】:

    我得到了这个解决方案。这是因为ab_* tables 不是在airflow initdb 创建的。所有这些表都用于基于角色的访问控制 - RBAC

    要获得这些表格,请按照说明操作:

    1. 编辑airflow.cfg
    [webserver]
    rbac = True
    
    1. 运行airflow initdb 来创建这些缺失的表。

    这解决了我的问题。

    【讨论】:

      【解决方案2】:

      airflow 1.10.12 中最常见的原因是添加了一个覆盖默认值的$AIRFLOW_HOME/webserver_config.py 文件。

      如果您要添加 webserver_config.py,则它必须包含

      SQLALCHEMY_DATABASE_URI = conf.get('core', 'SQL_ALCHEMY_CONN')
      

      喜欢default webserver_config.py

      原则上,如果您在airflow.cfg 中设置rbac = True,删除webserver_config.py 并执行任何类似airflow list_users 的命令,然后airflow 将为您创建一个webserver_config.py 文件,其中包含正确的SQLALCHEMY_DATABASE_URI = ...,您可以在之后修改该文件.

      【讨论】:

      • 以上都是我做的。 webserver_config.pySQLALCHEMY_DATABASE_URI 设置正确。但是我仍然收到相同的警告并且无法创建用户。我正在使用气流 1.10.15
      【解决方案3】:

      您可以在气流源代码中修补app.py

      在数据库初始化db = SQLA(app)之前,在app.config中从SQL_ALCHEMY_CONN设置SQLALCHEMY_DATABASE_URI

      这是app.py文件的路径:

      /Users/deepaksaroha/Desktop/apache_2.0/nb-atom-airflow/lib/python3.7/site-packages/airflow/www_rbac/app.py
      

      这是你应该包括的行:

      app.config['SQLALCHEMY_DATABASE_URI'] = conf.get('core', 'SQL_ALCHEMY_CONN')
      

      【讨论】:

      【解决方案4】:

      @appleboy 选择的答案对我不起作用,但@Nando_Quintana 的解决方案对我有用。

      执行以下操作以将他的修复应用为补丁

      cd path/to/python/site-packages/airflow/www_rbac/
      patch <<EOF
      --- _app.py2019-09-25 17:18:59.127378849 +0000
      +++ app.py 2019-09-25 17:18:53.467413221 +0000
      @@ -53,6 +53,7 @@
           app.config['SQLALCHEMY_TRACK_MODIFICATIONS'] = False
           app.config['APP_NAME'] = app_name
           app.config['TESTING'] = testing
      +    app.config['SQLALCHEMY_DATABASE_URI'] = conf.get('core', 'SQL_ALCHEMY_CONN')
      
           csrf.init_app(app)
      EOF
      

      在 Python 3.6.8 和 Airflow 1.10.2 上测试

      【讨论】:

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