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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def dead_code_elimination(graph, du, ud):
 """ Run a dead code elimination pass. Instructions are checked to be dead. If it is the case, we remove them and we update the DU & UD chains of its variables to check for further dead instructions. """

    for node in graph.rpo:
        for i, ins in node.get_loc_with_ins():
            reg = ins.get_lhs()
            if reg is not None:
                # If the definition is not used, we check that the instruction
                # has no side effect. If there is one and this is a call, we
                # remove only the unused defined variable. else, this is
                # something like an array access, so we do nothing.
                # Otherwise (no side effect) we can remove the instruction from
                # the node.
                if (reg, i) not in du:
                    if ins.is_call():
                        ins.remove_defined_var()
                    elif ins.has_side_effect():
                        continue
                    else:
                        # We can delete the instruction. First update the DU
                        # chain of the variables used by the instruction to
                        # `let them know` that they are not used anymore by the
                        # deleted instruction.
                        # Then remove the instruction.
                        update_chain(graph, i, du, ud)
                        graph.remove_ins(i)