Creating a Multi-Tenant Event Bus with Cloud Pub/Sub
Creating a Multi-Tenant Event Bus using Google Cloud Pub/Sub involves designing a system where multiple tenants (clients, customers, or applications) can send and receive messages through a shared event infrastructure, while maintaining data isolation, access control, and scalability.
Here’s a step-by-step guide to designing and implementing a multi-tenant event bus using Cloud Pub/Sub:
🔷 1. Understand the Multi-Tenant Requirements
Before implementation, clarify:
Isolation needs: Do tenants need hard or soft isolation?
Security: Who can publish/subscribe to which topics?
Message filtering: Will tenants receive only specific messages?
Scalability: How many tenants and message volume are expected?
Cost control: How will you track or limit usage per tenant?
🔷 2. Design Patterns
You have a few design options for tenant isolation:
Option A: Per-Tenant Topic and Subscription
Pros: Strong isolation.
Cons: Hard to scale with a large number of tenants.
bash
Copy
Edit
projects/your-project/topics/tenant-A-topic
projects/your-project/subscriptions/tenant-A-sub
Option B: Shared Topic, Filtered Subscriptions
Use message attributes to identify tenant.
Apply subscription filters to route only relevant messages.
Recommended for scalability.
Example:
json
Copy
Edit
{
"data": "Base64 encoded payload",
"attributes": {
"tenant_id": "tenant-123"
}
}
Then apply a filter on subscription:
sql
Copy
Edit
attributes.tenant_id = "tenant-123"
🔷 3. Implement the Event Bus
Step 1: Create Shared Topics
Use the Google Cloud SDK:
bash
Copy
Edit
gcloud pubsub topics create shared-events
Step 2: Create Subscriptions with Filters
bash
Copy
Edit
gcloud pubsub subscriptions create tenant-123-sub \
--topic=shared-events \
--message-filter='attributes.tenant_id="tenant-123"'
Step 3: Publish Messages
Using SDKs or APIs, include tenant-specific attributes:
python
Copy
Edit
from google.cloud import pubsub_v1
publisher = pubsub_v1.PublisherClient()
topic_path = publisher.topic_path("your-project", "shared-events")
future = publisher.publish(
topic_path,
b"Hello World",
tenant_id="tenant-123"
)
🔷 4. Authentication and Access Control
Use IAM policies to:
Allow only certain service accounts to publish or subscribe.
Grant per-tenant permissions for reading from their subscription.
Example IAM binding:
bash
Copy
Edit
gcloud pubsub subscriptions add-iam-policy-binding tenant-123-sub \
--member="serviceAccount:tenant-123@your-project.iam.gserviceaccount.com" \
--role="roles/pubsub.subscriber"
🔷 5. Monitoring, Logging, and Billing
Use Cloud Monitoring and Cloud Logging to audit usage.
Enable Cloud Pub/Sub metrics to monitor message volume per tenant.
Use labels and Cloud Billing export to track tenant costs.
🔷 6. Advanced Tips
Dead Letter Topics: Configure for handling failed message deliveries.
Push Subscriptions: Use for near real-time processing.
Ordering: Enable message ordering if needed (per tenant key).
Retry Policies: Customize backoff strategies per subscription.
✅ Example Use Case Summary
Feature Configuration
Topic shared-events
Tenants Identified via attributes.tenant_id
Subscription One per tenant with filter
Access Control IAM roles per tenant subscription
Monitoring Cloud Monitoring with metrics per subscription
Scalability Easily supports hundreds or thousands of tenants
Learn Google Cloud Data Engineering Course
Read More
Using Pub/Sub as an Audit Trail for Regulatory Compliance
Integrating Pub/Sub with SAP Systems for Real-Time Messaging
Real-Time Notification Systems with Pub/Sub and Firebase
Replay Mechanisms and Dead Letter Topics in Cloud Pub/Sub
Visit Our Quality Thought Training in Hyderabad
Comments
Post a Comment