Diagonalizable operator with single spectrum and dimension

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Let $f:V \to V$ a linear diagonalizable operator with single spectrum (i.e., all distinct eigenvalues). Prove that the vector space dimension of the operators that commute with $f$ is equal to $\dim V$ in this case.