Set environment variables on Astro Private Cloud
You can use environment variables on Astronomer to set both Airflow configurations or custom values, which Astro then applies to your Airflow Deployment either locally or in your Astro environment.
Environment variables can be used to set any of the following:
- SMTP to enable email alerts
- Airflow parallelism and dag concurrency
- A secrets backend to manage your Airflow connections and variables
- Store Airflow connections and variables
- Customize your default dag view in the Airflow UI (Tree, Graph, Gantt etc.)
This guide covers the following:
- How to set environment variables on Astronomer
- How environment variables are stored on Astronomer
- How to store Airflow connections and variables as environment variables
Set environment variables on Astronomer
On Astronomer, there are 3 ways to set environment variables:
- via your
.env
file (Local Only) - via your
Dockerfile
- via the Astro Private Cloud UI
Read the following instructions on how to configure them.
airflow.cfg
, you can’t bring your own airflow.cfg
file on Astronomer and configure it directly.Using .env
(Local Only)
You can use the Astro CLI to import environment variables from the .env
file that astro dev init
automatically generates when you initiate an Astro project.
To add environment variables locally,
- Find your
.env
file in your Astro project directory - Add your environment variables of choice to that
.env
file - Rebuild your image to apply those changes by running
astro dev start --env .env
In your .env
file, insert the environment variable value
and key
, ensuring all-caps for all characters. For example:
.env
file to .gitignore
if and when you deploy these changes to your version control tool.Confirm your environment variables were applied
By default, Airflow environment variables are hidden in the Airflow UI for local environments. To confirm your environment variables in the Airflow UI for a local environment, set AIRFLOW__WEBSERVER__EXPOSE_CONFIG=True
in either your Dockerfile or .env
file (local only).
Alternatively, you can run:
This outputs three Docker containers that run Airflow’s primary components on your machine: The Airflow scheduler, API server, and Postgres metadata database.
Now, create a Bash session in your scheduler container by running:
If you run ls -1
following this command, it returns a list of running files:
Now, run:
This prints all environment variables that are running locally, some of which are set by you and some of which are set by Astronomer by default.
cat airflow.cfg
to output all contents in that file. Multiple .env files
The CLI looks for .env
by default. But, if you want to specify multiple files, make .env
a top-level directory and create sub-files within that folder.
Your project might look like the following:
Using your Dockerfile
If you work on an Astro project locally, but intend to deploy to Astronomer and want to commit your environment variables to your source control tool, you can set environment variables in your Dockerfile
. This file was automatically created when you first initialized your Astro project on Astronomer (via astro dev init
).
Because you commit the Dockerfile upstream, Astronomer strongly recommends withholding environment variables that contain sensitive credentials, and instead inserting them via your .env
file locally, while adding the Dockerfile
to your .gitignore
. Or, you can set environment variables as ‘secret’ via the Astro Private Cloud UI, as described in Using the Astro Private Cloud UI.
To add environment variables, insert the value and key in your Dockerfile
beginning with ENV
, ensuring all-caps for all characters. With your Airflow image commonly referenced as a “FROM” statement at the top, your Dockerfile might look like this:
After you add your environment variables:,
- Run
$ astro dev stop
and$ astro dev start
to rebuild your image and apply your changes locally OR - Run
$ astro deploy
to apply your changes to your running Airflow Deployment on Astronomer
Environment variables injected via the Dockerfile
are mounted at build time and can be referenced in any other processes run during the docker build process that immediately follows astro deploy
or astro dev start
.
Environment variables applied via the Astro Private Cloud UI only become available after the docker build process has been completed.
Using the Astro Private Cloud UI
You can also add environment variables via the Astro Private Cloud UI. For environment variables that you only need on Astronomer and not locally, Astronomer recommends using this method.
- Navigate to the Astro Private Cloud UI
- Go to Deployment > Variables
- Add your environment variables.
Input for all configurations officially supported by Airflow are pre-templated, but you can also specify your own values.
Mark environment variables as secret
On Astronomer, you can mark any environment variable as Secret in the UI. If your environment variables contain potentially sensitive information, like SMTP password or your S3 bucket information, Astronomer recommends leveraging this feature.
In the Variables Tab:
- Enter a Key
- Enter a Value
- Check Secret?
- Click Add
- Select Deploy Changes
After Astro deploys changes, environment variables marked as Secret are NOT available in plain-text to any user in the Workspace.
A few additional notes:
- Workspace Editors and Admins can set an existing non-secret Env Var to Secret at any time
- To convert a Secret Env Var to a non-secret Env Var, Astro prompts you to enter a new value
- If you export environment variables via JSON, Secret values will NOT render in plain-text
- You cannot add a new variable that has the same key as an existing variable
The following sections provide more detail about how environment variables are encrypted on Astronomer.
Precedence between methods
Because you can set environment variables using multiple different methods, potentially simultaneously, Astro applies a precedence to each.
Astronomer applies and overrides environment variables in the following order:
- Astro Private Cloud UI
- .env (Local Only)
- Dockerfile
- Default Airflow Values (
airflow.cfg
)
If you set AIRFLOW__CORE__PARALLELISM
with one value via the Astro Private Cloud UI, and you set the same Environment Variable with another value in your Dockerfile
, the value set in the Astro Private Cloud UI takes precedence.
How Astronomer stores environment variables
APC stores all values for environment variables that you add via the UI as a Kubernetes Secret, which is encrypted at rest and mounted to your Deployment’s Airflow pods (scheduler, API server or Webserver, and workers) as soon as they’re set or changed.
Environment variables are not stored in Airflow’s metadata Database and are not stored in Astronomer’s platform database. Unlike other components, the Astronomer Houston API fetches environment variables from the Kubernetes Secret instead of the platform’s database to render them in the Astro Private Cloud UI.
Adding Airflow connections and variables as environment variables
If you regularly leverage Airflow connections and variables, Astronomer recommends storing and fetching them using environment variables.
Airflow connections and variables are stored in Airflow’s metadata database. Adding them outside of task definitions and operators requires an additional connection to Airflow’s Postgres database, which is called every time the scheduler parses a dag (as defined by processor_poll_interval
, which is set to 1 second by default). By adding connections and variables as environment variables, you can refer to them more easily in your code and lower the amount of open connections, preventing a strain on your database and resources.
Airflow connections
The Environment Variable naming convention for Airflow connections is:
Using the following Airflow connection example:
- Connection ID:
MY_PROD_DB
- Connection URI:
my-conn-type://login:password@host:5432/schema
The full environment variable reads:
You can set this environment variable via an .env
file locally, via your Dockerfile, or via the Astro Private Cloud UI. For more information on how to generate your Connection URI, refer to Airflow’s documentation.
Airflow variables
The environment variable naming convention for Airflow variables is:
For the following Airflow variable example:
- Variable Name:
My_Var
- Value:
2
This environment variable reads: