The Supreme Court granted on Friday granted bail to Delhi Chief Minister Arvind Kejriwal who had challenged his arrest by the Central Bureau of Investigation (CBI) in connection with the excise policy case, in which he had got bail by the top court over his arrest by the Enforcement Directorate (ED).