direct-lake-operations

What problem does it solve?

This Skill simplifies the management and optimization of Direct Lake semantic models within Microsoft Fabric, addressing challenges related to migration, schema synchronization, guardrail adherence, and cache performance.

Core Features & Use Cases

• Direct Lake Migration: Facilitates the transition of existing semantic models to the Direct Lake storage mode.
• Schema Management: Enables comparison and synchronization of model schemas with underlying lakehouse tables.
• Guardrail Monitoring: Provides tools to check and understand Direct Lake capacity limits and potential fallback reasons.
• Cache Warming: Offers utilities to improve query performance by warming the Direct Lake cache.
• Use Case: When migrating a Power BI model to Direct Lake, use this Skill to ensure the schema is consistent between the lakehouse and the semantic model, and to check for any potential fallback reasons that might impact performance.

Quick Start

Use the direct-lake-operations skill to check why a Direct Lake model named 'SalesModel' in the 'Analytics' workspace might be falling back to DirectQuery.