To set the GOOGLE_APPLICATION_CREDENTIALS environment
variable on Google Kubernetes Engine (GKE), we can use Kubernetes
Secrets. This helps us keep our service account key safe and allows us
to mount it as a volume in our pods. This way, we protect our sensitive
information. It also makes it easier to manage authentication for our
applications running in GKE.
In this article, we will look at different ways to set
GOOGLE_APPLICATION_CREDENTIALS on GKE with Kubernetes. We
will use Kubernetes Secrets, mount service account keys as volumes, and
set environment variables. We will also talk about good practices for
managing these credentials. We will answer common questions too. The
solutions we will discuss are:
- How to set
GOOGLE_APPLICATION_CREDENTIALSon GKE with Kubernetes - What is
GOOGLE_APPLICATION_CREDENTIALSin the GKE context - Using Kubernetes Secrets to set
GOOGLE_APPLICATION_CREDENTIALS - Mounting service account key as a volume for
GOOGLE_APPLICATION_CREDENTIALS - Setting environment variables for
GOOGLE_APPLICATION_CREDENTIALSin Kubernetes - Good practices for managing
GOOGLE_APPLICATION_CREDENTIALSin GKE - Frequently asked questions about
GOOGLE_APPLICATION_CREDENTIALSin GKE
Understanding GOOGLE_APPLICATION_CREDENTIALS in GKE Context
In Google Kubernetes Engine (GKE),
GOOGLE_APPLICATION_CREDENTIALS is an important environment
variable. It points to a service account key file. This file helps
applications on GKE to login with Google Cloud services. It allows them
to work with APIs and resources safely.
Key Points:
- Purpose: This variable gives the required credentials for Google Cloud SDKs and libraries to make requests.
- Service Account: We should use a service account with the right roles and permissions to access the Google Cloud resources we need.
- File Path: The path in
GOOGLE_APPLICATION_CREDENTIALSmust be a correct JSON key file for the service account.
Example:
If our service account key file is called
service-account.json, we can set the environment variable
like this:
export GOOGLE_APPLICATION_CREDENTIALS="/path/to/service-account.json"In a Kubernetes deployment, we can set this environment variable in our pod specification. This way, our application gets the right credentials to access Google Cloud services while running on GKE. For example:
apiVersion: apps/v1
kind: Deployment
metadata:
name: my-app
spec:
replicas: 1
selector:
matchLabels:
app: my-app
template:
metadata:
labels:
app: my-app
spec:
containers:
- name: my-app-container
image: my-app-image
env:
- name: GOOGLE_APPLICATION_CREDENTIALS
value: "/path/to/service-account.json"By setting GOOGLE_APPLICATION_CREDENTIALS correctly, our
application can login and work with other Google Cloud services. This is
a key step when we deploy applications on GKE.
Using Kubernetes Secrets to Set GOOGLE_APPLICATION_CREDENTIALS
We want to manage our Google Cloud service account credentials safely
in Google Kubernetes Engine (GKE). To do this, we can use the
GOOGLE_APPLICATION_CREDENTIALS environment variable along
with Kubernetes Secrets. This way, we keep our sensitive data hidden
from application manifests.
Steps to Create and Use Kubernetes Secrets
Create a Kubernetes Secret: First, we need to create a Kubernetes Secret. This Secret will hold our service account key file. We can use this command:
kubectl create secret generic gcp-service-account \ --from-file=key.json=/path/to/your/service-account-file.jsonModify Your Deployment: Next, we update our Kubernetes deployment YAML. We can mount the secret as a volume or set it as an environment variable.
Option 1: Mount as a Volume
apiVersion: apps/v1 kind: Deployment metadata: name: your-app spec: replicas: 1 selector: matchLabels: app: your-app template: metadata: labels: app: your-app spec: containers: - name: your-container image: your-image volumeMounts: - name: gcp-service-account-volume mountPath: /var/secrets/google readOnly: true volumes: - name: gcp-service-account-volume secret: secretName: gcp-service-accountOption 2: Set as Environment Variable
apiVersion: apps/v1 kind: Deployment metadata: name: your-app spec: replicas: 1 selector: matchLabels: app: your-app template: metadata: labels: app: your-app spec: containers: - name: your-container image: your-image env: - name: GOOGLE_APPLICATION_CREDENTIALS value: /var/secrets/google/key.json volumeMounts: - name: gcp-service-account-volume mountPath: /var/secrets/google readOnly: true volumes: - name: gcp-service-account-volume secret: secretName: gcp-service-accountAccess the Credentials: In our application, we need to make sure it can read from the path we set in
GOOGLE_APPLICATION_CREDENTIALS. This path holds the service account key.
This method keeps our credentials safe. It works well with Kubernetes too. So, our applications in GKE can connect to Google Cloud services easily. For more information on keeping sensitive data safe in Kubernetes, we can check out managing secrets in Kubernetes securely.
Mounting Service Account Key as a Volume for GOOGLE_APPLICATION_CREDENTIALS
To mount a service account key as a volume for
GOOGLE_APPLICATION_CREDENTIALS in Google Kubernetes Engine
(GKE), we can follow these steps.
Create a Kubernetes Secret: First, we need to make a secret in Kubernetes. This secret will hold our service account key, which is a JSON file.
kubectl create secret generic gcp-key --from-file=key.json=/path/to/your/service-account-key.jsonModify Your Deployment YAML: Next, we should change our deployment configuration to mount the secret as a volume. Below is an example of how to set up the deployment YAML file.
apiVersion: apps/v1 kind: Deployment metadata: name: your-application spec: replicas: 1 selector: matchLabels: app: your-application template: metadata: labels: app: your-application spec: containers: - name: your-container image: your-image env: - name: GOOGLE_APPLICATION_CREDENTIALS value: /etc/gcp/key.json volumeMounts: - name: gcp-key mountPath: /etc/gcp readOnly: true volumes: - name: gcp-key secret: secretName: gcp-keyDeploy Your Application: Now, we apply the deployment configuration.
kubectl apply -f your-deployment.yaml
With this setup, the service account key will be mounted at
/etc/gcp/key.json in our container. The
GOOGLE_APPLICATION_CREDENTIALS environment variable will
point to this file. This way, our application can log in with Google
Cloud services safely.
For more details on managing Kubernetes secrets, we can check this article on how to manage secrets in Kubernetes securely.
Configuring Environment Variables for GOOGLE_APPLICATION_CREDENTIALS in Kubernetes
To set the GOOGLE_APPLICATION_CREDENTIALS environment
variable in Kubernetes, we can do this in the pod specification or
deployment configuration. This variable needs to point to the file path
of our service account key JSON file.
Method 1: Setting Environment Variables in Deployment YAML
In our deployment configuration, we can add environment variables in
the env section. Here’s a simple YAML example:
apiVersion: apps/v1
kind: Deployment
metadata:
name: my-app
spec:
replicas: 1
selector:
matchLabels:
app: my-app
template:
metadata:
labels:
app: my-app
spec:
containers:
- name: my-container
image: gcr.io/my-project/my-image:latest
env:
- name: GOOGLE_APPLICATION_CREDENTIALS
value: /etc/credentials/service-account.json
volumeMounts:
- name: gcp-credentials
mountPath: /etc/credentials
volumes:
- name: gcp-credentials
secret:
secretName: my-gcp-secretIn this example: - The GOOGLE_APPLICATION_CREDENTIALS
environment variable points to
/etc/credentials/service-account.json. - We mount the file
from a Kubernetes secret called my-gcp-secret.
Method 2: Using Kubernetes Secrets
We need to create a Kubernetes secret to keep our service account key safe. We can use this command to create a secret:
kubectl create secret generic my-gcp-secret --from-file=service-account.json=<path_to_your_service_account_file>Method 3:
Configuring Deployment with kubectl set env
We can also set the environment variable after deployment using the
kubectl set env command:
kubectl set env deployment/my-app GOOGLE_APPLICATION_CREDENTIALS=/etc/credentials/service-account.jsonThis command will update the deployment to include the environment variable we want.
Best Practices
- We should always use Kubernetes Secrets to store sensitive information like service account keys.
- It is important that the path in
GOOGLE_APPLICATION_CREDENTIALSmatches the mount path in our container. - We should limit the permissions of the service account linked to the key. This way, it only has what is needed for our application.
By following these methods, we can set the
GOOGLE_APPLICATION_CREDENTIALS environment variable in our
Kubernetes deployments. This helps us access Google Cloud services
safely and effectively.
Best Practices for Managing GOOGLE_APPLICATION_CREDENTIALS in GKE
To manage GOOGLE_APPLICATION_CREDENTIALS in Google
Kubernetes Engine (GKE), we should follow some best practices. Here are
the key points:
Use Kubernetes Secrets: We can store our service account key in a Kubernetes Secret. This keeps sensitive information safe. To create a secret, we can use this command:
kubectl create secret generic gcp-secret --from-file=key.json=/path/to/your/service-account-key.jsonLimit Access to Secrets: We must make sure that only the necessary pods can access the secret. We can use Kubernetes Role-Based Access Control (RBAC) to limit permissions.
Environment Variables: When we deploy our application, we need to set the
GOOGLE_APPLICATION_CREDENTIALSenvironment variable to point to the secret:apiVersion: apps/v1 kind: Deployment metadata: name: your-app spec: replicas: 1 selector: matchLabels: app: your-app template: metadata: labels: app: your-app spec: containers: - name: your-container image: your-image env: - name: GOOGLE_APPLICATION_CREDENTIALS value: /etc/gcp/key.json volumeMounts: - name: gcp-secret mountPath: /etc/gcp volumes: - name: gcp-secret secret: secretName: gcp-secretRotate Credentials Regularly: We should set a schedule to rotate our service account keys. This helps reduce the risk of credential leaks.
Monitor Access and Usage: Using Google Cloud Audit Logs is important to monitor access to our GCP resources. This helps us spot any unauthorized access attempts.
Avoid Hardcoding Credentials: We must not hardcode credentials in our application code. Always use Kubernetes Secrets or environment variables instead.
Limit Service Account Permissions: We should give the minimum needed permissions to our service account. Using the least privilege principle improves security.
Use IAM Roles: We can assign IAM roles that give the necessary permissions for our application to work with GCP services without giving too many permissions.
By following these best practices, we can manage
GOOGLE_APPLICATION_CREDENTIALS in GKE safely and
effectively. For more details on using Kubernetes Secrets, check out this
article.
Frequently Asked Questions
1. What is GOOGLE_APPLICATION_CREDENTIALS and why is it important in GKE?
The GOOGLE_APPLICATION_CREDENTIALS is an environment
variable. It tells where your service account key file is in Google
Cloud. We need to set this variable on Google Kubernetes Engine (GKE) to
let our Kubernetes pods connect to Google Cloud services safely. If we
do not set it, our apps may not work with other Google Cloud
services.
2. How do I use Kubernetes Secrets to manage GOOGLE_APPLICATION_CREDENTIALS?
We can use Kubernetes Secrets to keep sensitive information safe. This includes service account credentials. We create a Kubernetes Secret with our service account key. Then we can mount it as a volume or set it as an environment variable in our pod definitions. This way, our credentials are not written directly in our application code. They stay secure.
3. Can I mount the service account key as a volume for GOOGLE_APPLICATION_CREDENTIALS?
Yes, we can mount the service account key as a volume in our Kubernetes pod specs. This lets our application read the credentials file directly from the container’s file system. We just need to create a Kubernetes Secret with the service account key. Then we reference it in the pod’s volume config to mount it where we want.
4. How can I set GOOGLE_APPLICATION_CREDENTIALS using environment variables in my Kubernetes deployment?
To set GOOGLE_APPLICATION_CREDENTIALS with environment
variables in our Kubernetes deployment, we define it in the pod spec
under the env section. We reference the Kubernetes Secret
that holds our service account key. This way, our application can get
the credentials when it starts. Then it can use Google Cloud services
easily.
5. What are the best practices for managing GOOGLE_APPLICATION_CREDENTIALS in GKE?
For managing GOOGLE_APPLICATION_CREDENTIALS in GKE, we
should use Kubernetes Secrets to keep sensitive data. We should not
hard-code credentials in our application code. We also need to change
our service account keys often. It is important to set up our Kubernetes
Role-Based Access Control (RBAC) policies to limit access to the
secrets. This way, only the services that need them can access. For more
tips about Kubernetes security, check this guide
on Kubernetes security best practices.