Install the Astro Private Cloud Control Plane
Use this guide to deploy the Astro Private Cloud (APC) control plane with the Helm-based Astronomer platform charts. The control plane hosts central management services such as the APC UI, Houston API, monitoring coordination, and authentication.
Overview
Astro Private Cloud supports two deployment patterns:
- Split plane: Deploy a dedicated control plane using this guide, then provision one or more data planes with Install a Data Plane. This separation keeps management services isolated from workload execution and lets you scale each plane independently.
- Unified mode: Run both control plane and data plane services inside a single cluster using Install in Unified Mode. Unified mode is useful for labs or proofs-of-concept but concentrates failures and resource usage.
Choose the pattern that matches your reliability and compliance requirements. After selecting a pattern, determine how many APC environments you need. An environment refers to the pairing of control plane and its associated data planes. In unified mode, this maps to a single Kubernetes cluster, whereas in split mode, the environment is the combination of the control plane and all the registered data plane Kubernetes clusters.
Each APC environment can host multiple Airflow Deployments, potentially on multiple data planes. Common types include:
- Sandbox: The lowest environment that contains no sensitive data, used only by system-administrators to experiment, and not subject to change control.
- Development: User-accessible environment that is subject to most of the same restrictions of higher environments, with relaxed change control rules.
- Staging: All network, security, and patch versions are maintained at the same level as in the production environment. However, it provides no availability guarantees and includes relaxed change control rules.
- Production: The production instance hosts your production Airflow environments. You can choose to host development Airflow environments here or in environments with lower levels of support and restrictions.
If your organization runs any clusters for APC 1.0 on OpenShift, all clusters in the environment must be on OpenShift. Mixing OpenShift and non-OpenShift clusters across the control plane/data plane boundary is not supported.
Create a project folder for every environment you plan to host to contain its configuration files. For example, if you want to install a development environment, create a folder named ~/astronomer-dev/control-plane
.
Prerequisites
EKS on AWS
GKE on GCP
AKS on Azure
Other
- An EKS Kubernetes cluster, running a version of Kubernetes certified as compatible on the Kubernetes Version Compatibility Reference that provides the following components:
- The Amazon EBS CSI driver (or an alternative CSI) must be installed on the Kubernetes Cluster.
- An AWS Load Balancer Controller for the IP target type is required for all private Network Load Balancers (NLBs). See Installing the AWS Load Balancer Controller add-on.
- A PostgreSQL instance, accessible from your Kubernetes cluster, and running a version of Postgres certified as compatible on the Version Compatibility Reference.
- PostgreSQL superuser permissions.
- Permission to create and modify resources on AWS.
- Permission to generate a certificate that covers a defined set of subdomains.
- An SMTP service and credentials. For example, Mailgun or Sendgrid.
- A machine meeting the following criteria with access to the Kubernetes API Server:
- The AWS CLI.
- (Optional)
eksctl
for creating and managing your Astronomer cluster on EKS. - Network access to the Kubernetes API Server - either direct access or VPN.
- Network access to load-balancer resources that are created when Astro Private Cloud is installed later in the procedure - either direct access or VPN.
- Configured to use the DNS servers where Astro Private Cloud DNS records can be created.
- Helm (minimum v3.6).
- The Kubernetes CLI (kubectl).
- (Situational) The OpenSSL CLI might be required to troubleshoot certain certificate-related conditions.
Ingress controller considerations
Astro Private Cloud requires a Kubernetes Ingress controller to function and provides an integrated Ingress controller by default. Before installing, decide whether to use a third-party ingress controller or use Astronomer’s integrated ingress controller.
Astronomer generally recommends you use the integrated Ingress controller, but Astro Private Cloud also supports certain third-party ingress-controllers.
Ingress controllers typically need elevated permissions, including a ClusterRole
, to function. Specifically, the Astro Private Cloud Ingress controller requires the ability to:
- List all namespaces in the cluster.
- View ingresses in the namespaces.
- Retrieve secrets in the namespaces to locate and use private TLS certificates that service the ingresses.
If you have complex regulatory requirements, you might need to use an Ingress controller that’s approved by your organization and disable Astronomer’s integrated controller. You configure the Ingress controller during the installation.
Step 1: Create values.yaml
from a template
Astro Private Cloud uses Helm to apply platform-level configurations. Choose your cloud provider tab below to copy a ready-to-use values.yaml
. In this guide, you will customize the template to your requirements.
As you work with the template configuration, keep the following in mind.
- Do not make any changes to this file until instructed to do so in later steps.
- Do not run
helm upgrade
orupgrade.sh
until instructed to do so in later steps. - Fully complete the installation in this guide before following any configuration instructions on other Astronomer documentation pages.
EKS on AWS
GKE on GCP
AKS on Azure
Other
astronomer.houston.config.publicSignups: true
so you can create the initial administrator account. You will lock down account creation in Disable anonymous account creation.Step 2: Choose and configure a base domain
When you install Astro Private Cloud, it creates a variety of services that your users access to manage, monitor, and run Airflow.
Choose a base domain such as astronomer.example.com
, astro-sandbox.example.com
, astro-prod.example.internal
for which:
- You have the ability to create and edit DNS records
- You have the ability to issue TLS certificates
- The following hostnames are used by the Control Plane components:
app.<base-domain>
houston.<base-domain>
alertmanager.<base-domain>
prometheus.<base-domain>
The base domain itself does not need to be available and can point to another service not associated with Astronomer or Airflow.
When choosing a base domain, consider the following:
- The name you choose must be be resolvable by both your users and Kubernetes itself.
- All data planes in the environment must be hosted as a sub-domain under this common base domain, e.g.
dp-01.<base-domain>
, so ensure you can create DNS records and issue TLS certificates for subdomains of this base domain. - You need to have or obtain a TLS certificate that is recognized as valid by your users. If your organization hosts a registry for APC images, ensure the TLS certificate is trusted by Kubernetes as well.
- Wildcard certificates are only valid one level deep. For example, an ingress controller that uses a certificate called
*.example.com
can provide service forapp.example.com
but notapp.astronomer-dev.example.com
. - The bottom-level sub-domains, such as
app
andprometheus
, are fixed and cannot be changed.
The base domain is visible to end users. They can view the base domain in the following scenarios:
- When users access the Astro Private Cloud UI. For example,
https://app.sandbox-astro.example.com
. - When users authenticate to the Astro CLI. For example,
astro login sandbox-astro.example.com
.
app.apps.<OpenShift-domain>
. Doing this requires permission to reconfigure the route admission policy for the standard ingress controller to InterNamespaceAllowed
. See Third Party Ingress Controller - Configuration notes for OpenShift for additional information and options.Configure the base domain
Locate the global.baseDomain
in your values.yaml
file and change it to your base domain as shown in the following example:
Step 3: Create the Astro Private Cloud platform namespace
In your Kubernetes cluster, create a Kubernetes namespace to contain the Astro Private Cloud platform. This guide refers to this namespace as <apc platform namespace>
below. For example, if you chose apc-cp
you would create the namespace as follows:
Step 4: Request and validate an Astronomer TLS certificate
To install Astro Private Cloud, you need a TLS certificate that is valid for several domains. One of the domains is the primary name on the certificate, also known as the common name (CN). The additional domains are equally valid, supplementary domains known as Subject Alternative Names (SANs).
Astro Private Cloud requires a private certificate to be present in the Astro Private Cloud platform namespace, even if you use a third-party ingress controller that doesn’t otherwise require it.
Request an ingress controller TLS certificate
Request a TLS certificate for the control plane from your security team for Astro Private Cloud. In your request, include the following:
- Your chosen base domain as the Common Name (CN). If your certificate authority will not issue certificates for the bare base domain, use
app.<base-domain>
as the CN instead. - Either request a wildcard SAN of
*.<base-domain>
(plus an explicit SAN for<base-domain>
) or list each hostname individually:app.<base-domain>
(omit if already used as the Common Name)houston.<base-domain>
prometheus.<base-domain>
alertmanager.<base-domain>
(required if you keep the integrated Alertmanager enabled)
*.<domainPrefix>.<base-domain>
for the control-plane hosts (app.<base-domain>
, houston.<base-domain>
, and so on); request a certificate that explicitly matches the control-plane names listed above.- Request the following return format:
- A
key.pem
containing the private key in pem format - Either a
full-chain.pem
(containing the public certificate additional certificates required to validate it, in pem format) or a barecert.pem
and explicit affirmation that there are no intermediate certificates and that the public certificate is the full chain. - Either the
private-root-ca.pem
in pem format of the private Certificate Authority used to create your certificate or a statement that the certificate is signed by a public Certificate Authority.
- A
Validate the received certificate and associated items
Ensure that you received each of the following three items:
- A
key.pem
containing the private key in pem format. - Either a
full-chain.pem
, in pem format, that contains the public certificate additional certificates required to validate it or a barecert.pem
and explicit affirmation that there are no intermediate certificates and that the public certificate is the full chain. - Either the
private-root-ca.pem
in pem format of the the private Certificate Authority used to create your certificate or a statement that the certificate is signed by public Certificate Authority.
To validate that your security team generated the correct certificate, run the following command using the openssl
CLI:
This command will generate a report. If the X509v3 Subject Alternative Name
section of this report includes either a single *.<base-domain>
wildcard domain or all subdomains, then the certificate creation was successful.
Confirm that your full-chain certificate chain is ordered correctly. To determine your certificate chain order, run the following command using the openssl
CLI:
The command generates a report of all certificates. Verify that the certificates are in the following order:
- Domain
- Intermediate (optional)
- Root
Step 5: Store and configure the ingress controller TLS certificate
Determine whether or not your certificate was issued by an intermediate certificate-authority. If you do not know, assume you use an intermediate certificate and attempt to obtain a full-chain.pem
bundle from your certificate authority.
Certificates issued by operators of root certificate authorities, including but not limited to LetsEncrypt, are frequently issued from intermediate certificate authorities associated with a trusted root CA.
If, and only if, your certificate was issued directly by the root Certificate Authority of a universally trusted certificate authority, and not from one of their intermediaries, then the server.crt
is also the full-chain certificate bundle.
Identify your full-chain public certificate .pem
file and use it while storing and configuring the ingress controller TLS certificate.
Run the following command to store the public full-chain certificate in the Astro Private Cloud Platform Namespace in a tls
-type Kubernetes secret. You can create a custom name for this secret. The following example uses the default name, astronomer-tls
.
--cert
parameter must reference your full-chain.pem
, which includes the server certificate and any intermediate certificates, if any. Using the server cert directly causes dag and image deploys to fail.Naming the secret astronomer-tls
with no substitutions is recommended when using a third-party ingress controller. If you use another name for the secret, you must uncomment and update the tlsSecret
in your values.yaml
file.
Step 6: (Optional) Configure a third-party ingress controller
Skip this step if the control plane will keep using Astronomer’s built-in ingress controller. Configure a custom ingress only when this cluster must integrate with your organization’s ingress stack. The data plane guide includes its own instructions for data plane ingress changes.
If you need a third-party controller, follow the provider-specific guidance in Third-party Ingress-Controllers for the control plane cluster, then return here before continuing.
Step 7: Configure a private certificate authority
Skip this step if you don’t use a private Certificate Authority (private CA) to sign the certificate used by your ingress-controller. Or, if you don’t use a private CA for any of the following services that the Astro Private Cloud platform interacts with.
Astro Private Cloud trusts public Certificate Authorities automatically.
Astro Private Cloud must be configured to trust any private Certificate Authorities issuing certificates for systems Astro Private Cloud interacts with, including but not limited-to:
- ingress controller
- email server, unless disabled
- any container registries that Kubernetes pulls from
- if using OAUTH, the OAUTH provider
- if using external elasticsearch, any external elasticsearch instances
- if using external Elasticsearch, any external Elasticsearch instances
- if using external Prometheus, any external Prometheus instances
Perform the procedure described in Configuring private CAs for each certificate authority used to sign TLS certificates. After creating the trust secret (for example astronomer-ca
), add it to global.privateCaCerts
in values.yaml
so platform components trust the issuer.
Step 8: Confirm your Kubernetes cluster trusts required CAs
Skip this step unless the Astro Private Cloud control plane will pull platform container images from an external container registry that uses a certificate signed by a private CA.
Kubernetes must be able to pull images from one or more container registries for Astro Private Cloud to function. By default, Kubernetes only trusts publicly signed certificates. This means that by default, Kubernetes does not honor the list of certificates trusted by the Astro Private Cloud platform.
Many enterprises configure Kubernetes to trust additional certificate authorities as part of their standard cluster creation procedure. Contact your Kubernetes Administrator to find out what, if any, private certificates are currently trusted by your Kubernetes Cluster. Then, consult your Kubernetes administrator and Kubernetes provider’s documentation for instructions on configuring Kubernetes to trust additional CAs.
Follow procedures for your Kubernetes provider to configure Kubernetes to trust each CA associated with your container registries.
Certain clusters do not provide a mechanism to configure the list of certificates trusted by Kubernetes.
While configuring the Kubernetes list of cluster certificates is a customer responsibility, Astro Private Cloud includes an optional component that can, for certain Kubernetes cluster configurations, add certificates defined in global.privateCaCerts
to the list of certificates trusted by Kubernetes. This can be enabled by setting global.privateCaCertsAddToHost.enabled
and global.privateCaCertsAddToHost.addToContainerd
to true
in your values.yaml
file and setting global.privateCaCertsAddToHost.containerdConfigToml
to:
For example, if your registry lives at my-registry.example.com
and you store the CA certificate in a secret named my-private-ca
, the global.privateCaCertsAddToHost
section would be:
Step 9: Configure outbound SMTP email
Astro Private Cloud requires the ability to send email to:
- Notify users of errors with their Airflow Deployments.
- Send emails to invite new users to Astro Private Cloud.
- Send certain platform alerts, enabled by default but can be configured.
Astro Private Cloud sends all outbound email using SMTP.
- Obtain a set of SMTP credentials from your email administrator for you to use to send email from Astro Private Cloud. When you request an email address and display name, remember that these emails are not designed for users to reply directly to them. Request all the following information:
- Email address
- Email display name requirements. Some email servers require a From line of:
Do Not Reply <donotreply@example.com>
. - SMTP username. This is usually the same as the email address.
- SMTP password
- SMTP hostname
- SMTP port
- Whether or not the connection supports TLS
/
or any other escape character in your username or password, you may need to URL encode those characters.-
Ensure that your Kubernetes cluster has access to send outbound email to the SMTP server.
-
Change the configuration in
values.yaml
fromnoreply@your.domain
to an email address that is valid to use with your SMTP credentials. -
Construct an email connection string and store it in a secret in the Astro Private Cloud platform namespace. The following example shows how to store the connection in a secret called
astronomer-smtp
for a usermy@user
with a passwordmy@pass
. Make sure to url-encode the username and password if they contain special characters.In general, an SMTP URI is formatted as
smtps://USERNAME:PASSWORD@HOST/?pool=true
. The following table contains examples of the URI for some of the most popular SMTP services:If your SMTP provider is not listed, refer to the provider’s documentation for information on creating an SMTP URI.
-
Ensure this secret is referenced in the
values.yaml
file via an entry in theastronomer.houston.secret
list. For example:
Step 10: Configure volume storage classes
Skip this step if a single default storage class is sufficient for every control plane component. Otherwise, set the fields below to point at the storage classes you want to use. Astronomer recommends solid-state storage for all volumes.
Key fields to review in values.yaml
:
global.storageClass
: Fallback storage class for control plane components.postgresql.persistence.storageClass
: Only required if you enable the bundled Postgres database (not recommended outside of testing environments).prometheus.persistence.storageClassName
: Used by the control plane Prometheus when retaining metrics locally.alertmanager.persistence.storageClassName
: Required if Alertmanager should keep state on disk.nats.jetstream.fileStorage.storageClassName
: Only relevant if you enable JetStream persistence; most control plane deployments leave JetStream stateless.
Example: to point Prometheus at a custom storage class called fast-storage
, add:
When you have the desired values, merge them into values.yaml
manually or by using merge_yaml.py.
Step 11: Configure the database
Astro Private Cloud requires a central Postgres database that acts as the backend for Astro Private Cloud’s Houston API.
If, while evaluating Astro Private Cloud, you need to create a temporary environment where Postgres is not available, locate the global.postgresqlEnabled
option already present in your values.yaml
and set it to true
, then skip the remainder of this step.
Note that global.postgresqlEnabled
to true
is an unsupported configuration, and should never be used on any development, staging, or production environment.
If you use Azure Database for either PostgreSQL or another Postgres instance that does not enable the pg_trgm
by default, you must enable the pg_trgm
extension prior to installing Astro Private Cloud. If pg_trgm
is not enabled, the install will fail. pg_tgrm
is enabled by default on Amazon RDS and Google Cloud SQL for PostgresQL.
For instructions on enabling the pg_trgm
extension for Azure Flexible Server, see PostgreSQL extensions in Azure Database for PostgreSQL - Flexible Server.
Additional requirements apply to the following databases:
- AWS RDS:
- t2 medium is the minimum RDS instance size you can use.
- Azure Flexible Server:
- You must enable the
pg_trgm
extension as per the advisory earlier in this section. - Set
global.ssl.mode
toprefer
in yourvalues.yaml
file.
- You must enable the
Create a Kubernetes Secret in the namespace chosen for the install, named astronomer-bootstrap
, that points to your database. You must URL encode any special characters in your Postgres password.
global.postgresqlEnabled: true
) should only be used for short-lived testing. Always rely on an external Postgres instance for any persistent environment.To create this secret, run the following command replacing the APC platform namespace, username, password, database hostname, and database port with their respective values:
For example, for a username named bob
with password abc@abc
for the database dbname
at hostname some.host.internal
, you would run:
astronomer-bootstrap
and must be present in the APC platform namespace before you install Astro Private Cloud.Step 12: Configure the Docker registry used for platform images
Skip this step if you are installing Astro Private Cloud onto a Kubernetes cluster that can pull container images from public image repositories and you don’t want to mirror these images locally.
Docker registry secrets will also need to be created in any data planes you register with this environment, which will be covered in the data plane installation guide.
Anonymous
Amazon ECR
Other registries
If your registry can be reached without credentials, ensure the endpoint is restricted to trusted networks (for example private subnets or VPN access). Avoid exposing the platform image registry directly to the public internet. No additional APC configuration is required beyond setting the repository locations later in this step.
For additional examples (including per-deployment registry settings and air gapped workflows), see Configure a custom registry for Deployment images.
Step 13: Determine which version of Astro Private Cloud to install
Astronomer recommends new Astro Private Cloud installations use the most recent version available in either the Stable or Long Term Support (LTS) release-channel. Keep this version number available for the following steps. For a separate control plane and data plane topology, at least version 1.0.0 of Astro Private Cloud is required.
See Astro Private Cloud’s lifecycle policy and version compatibility reference for more information.
Step 14: Fetch Airflow Helm charts
If you have internet access to https://helm.astronomer.io
, run the following command on the machine where you want to install Astro Private Cloud:
If you don’t have internet access to https://helm.astronomer.io
, download the Astro Private Cloud Platform Helm chart file corresponding to the version of Astro Private Cloud you are installing or upgrading to from https://helm.astronomer.io/astronomer-<version number>.tgz
. For example, for Astro Private Cloud v1.0.0 you would download https://helm.astronomer.io/astronomer-1.0.0.tgz
. This file does not need to be uploaded to an internal chart repository.
Step 15: Create and customize upgrade.sh
Create a file named upgrade.sh
in your platform deployment project directory containing the following script. Specify the following values at the beginning of the script:
CHART_VERSION
: Your Astro Private Cloud version, including patch and av
prefix. For example,v1.0.0
.RELEASE_NAME
: Your Helm release name.astronomer
is strongly recommended.NAMESPACE
: The namespace to install platform components into.astronomer
is strongly recommended.CHART_NAME
: Set toastronomer/astronomer
if fetching platform images from the internet. Otherwise, specify the filename if you’re installing from a file (for exampleastronomer-1.0.0.tgz
).
Step 16: Mirror platform images
- Gather the list of required platform images using one of the following methods:
Shell
Windows Powershell
Other
Mac and Linux users with jq
installed can set CHART_VERSION
in the following snippet and run it to produce a list of images.
- Copy the above images to the container registry using the naming scheme you configured when you set up a custom image registry.
Step 17: Fetch Astro Runtime updates
If you are installing Astro Private Cloud into an egress-controlled or air gapped environment, perform the following steps.
By default, Astro Private Cloud checks for Airflow updates, which are included in the Astro Runtime, once per day at midnight by querying https://updates.astronomer.io/astronomer-runtime
. This returns a JSON file with details about the latest available Astro Runtime versions.
In an egress-controlled or air gapped environment, you need to store the JSON file in the cluster itself, avoiding the external check. To store the JSON file in the cluster, complete the following steps:
- Download the JSON files and store them in a Kubernetes configmap by running the following commands:
- Add your configmap name,
astro-runtime-base-images
to your Houston configuration using theruntimeReleasesConfigMapName
configuration:
Step 18: (OpenShift only) Apply OpenShift-specific configuration
If you’re not installing Astro Private Cloud into an OpenShift Kubernetes cluster, skip this step.
Add the following values into values.yaml
. You can do this manually or by placing the configuration as a new file, along with merge_yaml.py in your project directory and running python merge_yaml.py openshift.yaml values.yaml
.
Only Ingress objects with the annotation route.openshift.io/termination: "edge"
are supported for generating routes in OpenShift 4.11 and later.
Other termination types are no longer supported for automatic route generation.
If you’re on an older version of OpenShift, route creation should be done manually.
Astro Private Cloud on OpenShift is only supported when using a third-party ingress-controller and using the logging sidecar feature of Astro Private Cloud. The above configuration enables both of these items.
Step 19: (Optional) Integrate an external identity provider
Astro Private Cloud includes integrations for several of the most popular OAUTH2 identity providers (IdPs), such as Okta and Microsoft Entra ID. Configuring an external IdP allows you to automatically provision and manage users in accordance with your organization’s security requirements. See Integrate an auth system to configure the identity provider of your choice in your values.yaml
file.
Step 20: Install Astro Private Cloud using Helm
Deploy the control plane using the upgrade.sh
script you created earlier. Confirm RELEASE_NAME
, NAMESPACE
, and CHART_VERSION
reflect your environment, then execute:
To review manifests before applying them, run ./upgrade.sh --dry-run
or use helm template
with the same flags defined in the script.
Step 21: Configure DNS to point to the ingress controller
Whether you use Astronomer’s integrated ingress controller or a third-party controller, publish the same set of DNS records so users can reach control plane services.
-
If you use the integrated controller, get the load balancer address directly:
-
If you use a third-party controller, ask your ingress administrator for the hostname or IP address that should front the Astronomer routes (refer back to Configure a third-party ingress controller).
Create either a wildcard record such as *.sandbox-astro.example.com
or individual CNAME records for the following hostnames so that traffic routes through the chosen load balancer:
app.<base-domain>
(required)houston.<base-domain>
(required)prometheus.<base-domain>
(required)alertmanager.<base-domain>
(required if you keep the integrated Alertmanager enabled)<base-domain>
(optional but recommended, provides a vanity redirect toapp.<base-domain>
)
Astronomer generally recommends pointing the zone apex (@
) directly to the load balancer address and mapping the remaining hostnames as CNAMEs to that apex. In lower environments, you can safely use a low TTL (for example 60 seconds) to speed up troubleshooting during the initial rollout.
After your DNS provider propagates the records, verify them with tools like dig <hostname>
or getent hosts <hostname>
. You can complete this DNS work after verifying the platform pods—Astronomer services stay healthy without external DNS, but end users need these records to sign in.
Step 22: Verify you can access the UI
Visit https://app.<base-domain>
in your web-browser to view Astro Private Cloud’s web interface. If any components are not ready, consult the debugging guide or contact Astronomer support with the relevant logs and events.
Congratulations, you have configured and installed an Astronomer for Private Cloud platform instance - your new Airflow control plane!
From the Astro Private Cloud UI, you’ll be able to both invite and manage users as well as create and monitor Airflow Deployments on the platform.
Step 23: Disable anonymous account creation
Leave astronomer.houston.config.publicSignups: true
only long enough to create your first administrator. Afterwards, secure the platform as follows:
- If you keep public signups enabled, turn on outbound email (
astronomer.houston.config.email.enabled: true
), specify a trusted domain list underastronomer.houston.config.allowedSystemLevelDomains
, and verify that users can only join through an approved identity provider. - Otherwise, set
astronomer.houston.config.publicSignups: false
so new accounts require an invitation. - Apply the updated configuration with
helm upgrade
targeting the control plane release.
Additional customization
The following topics include optional information about one or multiple topics in the installation guide:
- Merge multiple
values.yaml
files using merge_yaml.py - Configure a private Certificate Authority
- Disable outbound emails
- Add trusted CAs to Docker Desktop
- Disable managing quotas and limitranges
Next steps
Register the data planes with the control plane
Add the data planes to the control plane to begin creating Airflow Deployments. See Register a data plane with the APC control plane for instructions on exchanging tokens, approving connectivity, and assigning deployments.