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Zerobus Ingest Examples

Welcome to the world of streamlined ingestion! In this repo, you will find examples and demos of Zerobus Ingest, a push-based API that streamlines streaming ingestion into the Lakehouse.

  • Learn more here
  • This repository is not for Zerobus Ingest SDKs, view the SDKs here

Repository Structure

Folder Description
demos/ Fully encapsulated, end-to-end examples that showcase Zerobus Ingest in action. Each demo highlights a particular pattern or industry use case and includes everything needed to deploy and run independently.
example_clients/ Reusable reference implementations of Zerobus Ingest clients. Each example client demonstrates how to connect a specific protocol or data source to Zerobus, providing a foundation users can take and build upon.
observability/ Databricks Asset Bundles for monitoring and observability. Deploy dashboards and alerting tools that surface Zerobus Ingest health and throughput data from system tables.

Demos

  • Data Drifter Regatta - Real-time sailboat race tracking with marine telemetry (SDK/gRPC + REST API)

Example Clients

  • Salesforce Zerobus - Stream Salesforce CDC events to Delta tables via the Pub/Sub API (Python & Go)
  • GitHub Zerobus SDP OCSF - Push GitHub public events via Zerobus + SDP integration following Cyber Lakehouse OCSF Medallion Architecture blueprint
  • syslog-ng Zerobus - Forward syslog-ng log streams to a Delta table via OTLP/gRPC with automatic OAuth2 token management
  • OPC UA Zerobus - Stream OPC UA telemetry to Delta tables with simple (direct) and advanced (RabbitMQ-buffered) architectures

Coming soon - MQTT and more.

Observability

  • Zerobus Ingest Monitoring Dashboard - AI/BI dashboard deployed as a DAB that surfaces stream health, ingest throughput, error rates, and protocol distribution from system.lakeflow system tables

How to get help

Databricks support doesn't cover this content. For questions or bugs, please open a GitHub issue and the team will help on a best effort basis.

License

© 2025 Databricks, Inc. All rights reserved. The source in this notebook is provided subject to the Databricks License. All included or referenced third party libraries are subject to the licenses set forth below.

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