Dependencies¶
Airflow extra dependencies¶
The apache-airflow
PyPI basic package only installs what’s needed to get started.
Additional packages can be installed depending on what will be useful in your
environment. For instance, if you don’t need connectivity with PostgreSQL,
you won’t have to go through the trouble of installing the postgres-devel
yum package, or whatever equivalent applies on the distribution you are using.
Most of the extra dependencies are linked to a corresponding provider package. For example “amazon” extra
has a corresponding apache-airflow-providers-amazon
provider package to be installed. When you install
Airflow with such extras, the necessary providers are installed automatically (latest versions from
PyPI for those packages). However, you can freely upgrade and install providers independently from
the main Airflow installation.
For the list of the extras and what they enable, see: Reference for package extras.
Provider distributions¶
Unlike Apache Airflow 1.10, the Airflow 2.0 is delivered in multiple, separate, but connected packages.
The core of Airflow scheduling system is delivered as apache-airflow
package and there are around
60 providers which can be installed separately as so called Airflow providers
.
The default Airflow installation doesn’t have many integrations and you have to install them yourself.
You can even develop and install your own providers for Airflow. For more information, see: Providers
For the list of the providers and what they enable, see: Providers packages reference.
Differences between extras and providers¶
Just to prevent confusion of extras versus providers: Extras and providers are different things, though many extras are leading to installing providers.
Extras are standard Python setuptools feature that allows to add additional set of dependencies as optional features to “core” Apache Airflow. One type of such optional features is providers packages, but not all optional features of Apache Airflow have corresponding providers.
We are using the extras
setuptools features to also install providers.
Most of the extras are also linked (same name) with providers - for example adding [google]
extra also adds apache-airflow-providers-google
as dependency. However, there are some extras that do
not install providers (examples github_enterprise
, kerberos
, async
- they add some extra
dependencies which are needed for those extra
features of Airflow mentioned. The three examples
above add respectively GitHub Enterprise OAuth authentication, Kerberos integration or
asynchronous workers for Gunicorn. None of those have providers, they are just extending Apache Airflow
“core” package with new functionalities.
System dependencies¶
You need certain system level requirements in order to install Airflow. Those are requirements that are known to be needed for Linux Debian distributions:
Debian Bookworm (12)¶
Debian Bookworm is our platform of choice for development and testing. It is the most up-to-date Debian distribution and it is the one we use for our CI/CD system. It is also the one we recommend for development and testing as well as production use.
sudo apt install -y --no-install-recommends apt-utils ca-certificates \
curl dumb-init freetds-bin krb5-user libgeos-dev \
ldap-utils libsasl2-2 libsasl2-modules libxmlsec1 locales libffi8 libldap-2.5-0 libssl3 netcat-openbsd \
lsb-release openssh-client python3-selinux rsync sasl2-bin sqlite3 sudo unixodbc