Calcium metal does not catches fire when dropped in a trough of water.
Actually, when calcium reacts with water, the reaction is less vigorous and it forms calcium oxide with release of hydrogen gas, but the heat evolved is not sufficient for hydrogen gas to catch fire and so it sticks over the surface of calcium oxide and the wall of container which do not let the calcium oxide to sink and it continues to float on the water surface .
The reaction involved is :
Ca + 2H2O --> Ca(OH)2 + H2