The aim of this paper is to establish the boundedness of fractional type Marcinkiewicz integral
$\mathcal {M}_{\iota ,\rho ,m}$ and its commutator
$\mathcal {M}_{\iota ,\rho ,m,b}$ on generalized Morrey spaces and on Morrey spaces over nonhomogeneous metric measure spaces which satisfy the upper doubling and geometrically doubling conditions. Under the assumption that the dominating function
$\lambda $ satisfies
$\epsilon $-weak reverse doubling condition, the author proves that
$\mathcal {M}_{\iota ,\rho ,m}$ is bounded on generalized Morrey space
$L^{p,\phi }(\mu )$ and on Morrey space
$M^{p}_{q}(\mu )$. Furthermore, the boundedness of the commutator
$\mathcal {M}_{\iota ,\rho ,m,b}$ generated by
$\mathcal {M}_{\iota ,\rho ,m}$ and regularized
$\mathrm {BMO}$ space with discrete coefficient (=
$\widetilde {\mathrm {RBMO}}(\mu )$) on space
$L^{p,\phi }(\mu )$ and on space
$M^{p}_{q}(\mu )$ is also obtained.