Diagnoses ClickHouse external dictionaries - load status, memory usage, layout choice, reload staleness, source connectivity and lookup performance. Use for dictionary load failures, FAILED or LOADING_FAILED status, stale dictionary data, high dictionary RAM and slow dictGet lookups.