Is that a painted wall? The Magic Eraser might change the gloss, for example if the paint is semigloss the part you clean might become flat.
If the streaks are minerals left behind when water evaporates--ie scale--vinegar or a descaling solution might dissolve them. I wouldn't think that would harm the paint but like the man said, test in an inconspicuous place.