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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 top(num_processes=5, interval=3):
    '''
    Return a list of top CPU consuming processes during the interval.
    num_processes = return the top N CPU consuming processes
    interval = the number of seconds to sample CPU usage over

    CLI Examples:

    .. code-block:: bash

        salt '*' ps.top

        salt '*' ps.top 5 10
    '''
    result = []
    start_usage = {}
    for pid in psutil.pids():
        try:
            process = psutil.Process(pid)
            user, system = process.cpu_times()
        except ValueError:
            user, system, _, _ = process.cpu_times()
        except psutil.NoSuchProcess:
            continue
        start_usage[process] = user + system
    time.sleep(interval)
    usage = set()
    for process, start in six.iteritems(start_usage):
        try:
            user, system = process.cpu_times()
        except ValueError:
            user, system, _, _ = process.cpu_times()
        except psutil.NoSuchProcess:
            continue
        now = user + system
        diff = now - start
        usage.add((diff, process))

    for idx, (diff, process) in enumerate(reversed(sorted(usage))):
        if num_processes and idx >= num_processes:
            break
        if not _get_proc_cmdline(process):
            cmdline = _get_proc_name(process)
        else:
            cmdline = _get_proc_cmdline(process)
        info = {'cmd': cmdline,
                'user': _get_proc_username(process),
                'status': _get_proc_status(process),
                'pid': _get_proc_pid(process),
                'create_time': _get_proc_create_time(process),
                'cpu': {},
                'mem': {},
        }
        for key, value in six.iteritems(process.cpu_times()._asdict()):
            info['cpu'][key] = value
        for key, value in six.iteritems(process.memory_info()._asdict()):
            info['mem'][key] = value
        result.append(info)

    return result