LiveData transformations and mediators

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LiveData transformations create derived data streams reactively. Transformations.map() converts values—like mapping User to username string. Transformations.switchMap() switches LiveData sources based on input, enabling dynamic queries. MediatorLiveData combines multiple LiveData sources, useful for aggregating data. The Mediator observes sources and updates when any changes. Transformations execute lazily only when observed. They maintain lifecycle awareness, preventing memory leaks. distinctUntilChanged() prevents duplicate emissions. These patterns eliminate manual observation management and enable declarative data flows. Transformations work with ViewModels to expose clean, transformed state to UI layers while keeping business logic separate.