What problem does it solve? Writing near real-time data into Databricks Delta tables normally requires message bus infrastructure like Kafka or Kinesis. This Skill guides you through building Zerobus Ingest producers that write records directly to Unity Catalog managed tables over gRPC, with correct authentication, schema handling, and retry logic. ## Core Features & Use Cases - Multi-language SDK guidance: Working examples for Python, Java, Go, TypeScript, and Rust covering stream creation, record ingestion, ACK handling, and flush/close patterns. - Protobuf schema generation: Generate .proto files from Unity Catalog table definitions, compile language bindings, and apply Delta-to-Protobuf type mappings. - Production operations: Retry with exponential backoff, stream reconnection, at-least-once delivery handling, and throughput limits (100 MB/s, 15,000 rows/s per stream). - Use Case: You have IoT sensor readings that must land in a Delta table within seconds. Use this Skill to create a service principal, generate a Protobuf schema from the table, and deploy a Python producer that ingests records with durability acknowledgments. ## Quick Start Ask the agent to set up a Zerobus Ingest producer in Python that writes records to your Unity Catalog table, starting with endpoint configuration and service principal authentication.
