dbt Projects on Snowflake

소개

Streamline the end-to-end lifecycle of dbt projects directly within the Snowflake Data Cloud, eliminating the need for external orchestration or complex infrastructure. This skill provides comprehensive guidance on setting up web-based workspaces, deploying projects via the Snowflake CLI, and executing dbt commands natively using SQL. With a strong focus on observability, it leverages Snowflake event tables and OpenTelemetry to offer deep insights into execution metrics, error logs, and performance regressions through ready-to-use monitoring scripts and best practices.

주요 기능

• Automated scheduling and orchestration using native Snowflake Tasks
• Integrated development workflows using Snowsight web-based workspaces
• 23 GitHub stars
• Native deployment of dbt projects using Snowflake DBT PROJECT objects
• OpenTelemetry-based monitoring with SQL-driven event table telemetry
• CLI-driven deployment and execution via the Snowflake CLI

사용 사례

• Migrating dbt workloads from external orchestrators to native Snowflake execution
• Establishing a collaborative dbt development environment directly in Snowflake
• Setting up real-time observability and performance monitoring for dbt runs