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in = {{0, 0, 3.411, 0, 1.343}, {0, 0, 4.655, 2.555, 3.676}, {0, 3.888, 0, 3.867, 1.666}};
A possible solution
Sort /@ (in I - 1Unitize[in]) // Im
Sort /@ (in I - 1) // Im
Sort /@ (in I - Unitize[in]) // Im
