MetricFlow

MetricFlow is an open-source framework designed to provide a consistent and reliable way to define and manage metrics across different analytics tools and platforms. It addresses the challenge of metric fragmentation, where the same metric is defined differently in various systems, leading to inconsistencies and errors. By providing a central source of truth for metric definitions, MetricFlow ensures that all users and tools are working with the same understanding of key performance indicators. The framework includes a declarative metric definition language, a validation engine to ensure consistency, and integrations with popular data warehouses and BI tools. It helps data teams streamline their analytics workflows, reduce errors, and improve the overall quality of their data-driven decisions. Because it is open-source, users can customize it as needed.