DP-700 decision sheets

• Fabric Activator: what it can monitor and what it can trigger
• Orchestration: Apache Airflow job vs Data Factory pipeline
• Fabric data protection: masking vs row-level vs object-level security vs labels vs endorsement
• Fabric data store selection: lakehouse vs warehouse vs SQL database vs eventhouse
• Delta table maintenance: OPTIMIZE vs VACUUM vs V-Order vs Optimized Write
• Eventhouse data: native table vs accelerated OneLake shortcut
• Eventstream capabilities: Schema Registry vs DeltaFlow vs Workspace Private Link vs query acceleration
• Loading fact tables in Fabric Warehouse: inferred members, referential integrity and incremental detection
• Native execution engine: when it accelerates, when it falls back, and Spark pool scaling
• OneLake security roles vs workspace roles: who is exempt and how default access works
• Fabric Spark monitoring: Monitor hub vs notebook contextual vs pipeline inline monitoring
• Fabric Spark workspace settings: high concurrency vs reserve max cores vs customize compute vs autologging
• OneLake Tables-folder shortcuts: placement, naming and schema-sync rules
• Transformation tool selection: Dataflow Gen2 vs Spark notebook vs stored procedure vs Eventstream