Back to Airflow

Setting Configuration Options

airflow-core/docs/howto/set-config.rst

3.2.18.4 KB
Original Source

.. Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

.. http://www.apache.org/licenses/LICENSE-2.0

.. Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Setting Configuration Options

The first time you run Airflow, it will create a file called airflow.cfg in your $AIRFLOW_HOME directory (~/airflow by default). This is in order to make it easy to "play" with airflow configuration.

However, for production case you are advised to generate the configuration using command line:

.. code-block:: bash

airflow config list --defaults

This command will produce the output that you can copy to your configuration file and edit.

It will contain all the default configuration options, with examples, nicely commented out so you need only un-comment and modify those that you want to change. This way you can easily keep track of all the configuration options that you changed from default and you can also easily upgrade your installation to new versions of Airflow when they come out and automatically use the defaults for existing options if they changed there.

You can redirect it to your configuration file and edit it:

.. code-block:: bash

airflow config list --defaults > "${AIRFLOW_HOME}/airflow.cfg"

You can also set options with environment variables by using this format: :envvar:AIRFLOW__{SECTION}__{KEY} (note the double underscores).

For example, the metadata database connection string can either be set in airflow.cfg like this:

.. code-block:: ini

[database]
sql_alchemy_conn = my_conn_string

or by creating a corresponding environment variable:

.. code-block:: bash

export AIRFLOW__DATABASE__SQL_ALCHEMY_CONN=my_conn_string

Note that when the section name has a dot in it, you must replace it with an underscore when setting the env var. For example consider the pretend section providers.some_provider:

.. code-block:: ini

[providers.some_provider]
this_param = true

.. code-block:: bash

export AIRFLOW__PROVIDERS_SOME_PROVIDER__THIS_PARAM=true

You can also derive the connection string at run time by appending _cmd to the key like this:

.. code-block:: ini

[database]
sql_alchemy_conn_cmd = bash_command_to_run

You can also derive the connection string at run time by appending _secret to the key like this:

.. code-block:: ini

[database]
sql_alchemy_conn_secret = sql_alchemy_conn
# You can also add a nested path
# example:
# sql_alchemy_conn_secret = database/sql_alchemy_conn

This will retrieve config option from Secret Backends e.g Hashicorp Vault. See :ref:Secrets Backends<secrets_backend_configuration> for more details.

The following config options support this _cmd and _secret version:

  • sql_alchemy_conn in [database] section
  • fernet_key in [core] section
  • broker_url in [celery] section
  • flower_basic_auth in [celery] section
  • result_backend in [celery] section
  • password in [atlas] section
  • smtp_password in [smtp] section
  • secret_key in [api] section

The _cmd config options can also be set using a corresponding environment variable the same way the usual config options can. For example:

.. code-block:: bash

export AIRFLOW__DATABASE__SQL_ALCHEMY_CONN_CMD=bash_command_to_run

Similarly, _secret config options can also be set using a corresponding environment variable. For example:

.. code-block:: bash

export AIRFLOW__DATABASE__SQL_ALCHEMY_CONN_SECRET=sql_alchemy_conn

.. note:: The config options must follow the config prefix naming convention defined within the secrets backend. This means that sql_alchemy_conn is not defined with a connection prefix, but with config prefix. For example it should be named as airflow/config/sql_alchemy_conn

The idea behind this is to not store passwords on boxes in plain text files.

The universal order of precedence for all configuration options is as follows:

#. set as an environment variable (AIRFLOW__DATABASE__SQL_ALCHEMY_CONN) #. set as a command environment variable (AIRFLOW__DATABASE__SQL_ALCHEMY_CONN_CMD) #. set as a secret environment variable (AIRFLOW__DATABASE__SQL_ALCHEMY_CONN_SECRET) #. set in airflow.cfg #. command in airflow.cfg #. secret key in airflow.cfg #. Airflow's built in defaults

.. note:: For Airflow versions >= 2.2.1, < 2.3.0 Airflow's built in defaults took precedence over command and secret key in airflow.cfg in some circumstances.

You can check the current configuration with the airflow config list command.

If you only want to see the value for one option, you can use airflow config get-value command as in the example below.

.. code-block:: bash

$ airflow config get-value core executor
LocalExecutor

.. note:: For more information on configuration options, see :doc:../configurations-ref

.. note:: See :doc:/administration-and-deployment/modules_management for details on how Python and Airflow manage modules.

.. note:: Different Airflow components may require different configuration parameters. For improved security, restrict sensitive configuration to only the components that need it rather than sharing all configuration across all components. Some values must be consistent across specific components — for example, the JWT signing key must match between components that generate and validate tokens. However, sensitive parameters such as database connection strings, Fernet keys, and secrets backend credentials should only be provided to components that actually need them.

For security-sensitive deployments, pass configuration values via environment variables scoped
to individual components. See :doc:`/security/security_model` for detailed guidance on
restricting configuration parameters.

Make sure that time on ALL the machines that you run Airflow components on is synchronized
(for example using ntpd) otherwise you might get "forbidden" errors when the logs are
accessed or API calls are made.

.. _set-config:configuring-local-settings:

Configuring local settings

Some Airflow configuration is configured via local setting, because they require changes in the code that is executed when Airflow is initialized. Usually it is mentioned in the detailed documentation where you can configure such local settings - This is usually done in the airflow_local_settings.py file.

You should create a airflow_local_settings.py file and put it in a directory in sys.path or in the $AIRFLOW_HOME/config folder. (Airflow adds $AIRFLOW_HOME/config to sys.path when Airflow is initialized) Starting from Airflow 2.10.1, the $AIRFLOW_HOME/dags folder is no longer included in sys.path at initialization, so any local settings in that folder will not be imported. Ensure that airflow_local_settings.py is located in a path that is part of sys.path during initialization, like $AIRFLOW_HOME/config. For more context about this change, see the mailing list announcement <https://lists.apache.org/thread/b4fcw33vh60yfg9990n5vmc7sy2dcgjx>_.

You can see the example of such local settings here:

.. py:module:: airflow.config_templates.airflow_local_settings

Example settings you can configure this way:

  • :ref:Cluster Policies <administration-and-deployment:cluster-policies-define>
  • :ref:Advanced logging configuration <write-logs-advanced>
  • :ref:Dag serialization <dag-serialization>
  • :ref:Pod mutation hook in Kubernetes Executor<kubernetes:pod_mutation_hook>
  • :ref:Control Dag parsing time <faq:how-to-control-dag-file-parsing-timeout>
  • :ref:Customize your UI <customizing-the-ui>
  • :ref:Configure more variables to export <export_dynamic_environment_variables>
  • :ref:Customize your DB configuration <set-up-database-backend>