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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 magic_mprun(self, parameter_s=''):
 """ Execute a statement under the line-by-line memory profiler from the memory_profiler module. Usage: %mprun -f func1 -f func2 <statement> The given statement (which doesn't require quote marks) is run via the LineProfiler. Profiling is enabled for the functions specified by the -f options. The statistics will be shown side-by-side with the code through the pager once the statement has completed. Options: -f <function>: LineProfiler only profiles functions and methods it is told to profile. This option tells the profiler about these functions. Multiple -f options may be used. The argument may be any expression that gives a Python function or method object. However, one must be careful to avoid spaces that may confuse the option parser. Additionally, functions defined in the interpreter at the In[] prompt or via %run currently cannot be displayed. Write these functions out to a separate file and import them. One or more -f options are required to get any useful results. -T <filename>: dump the text-formatted statistics with the code side-by-side out to a text file. -r: return the LineProfiler object after it has completed profiling. -c: If present, add the memory usage of any children process to the report. """

    try:
        from StringIO import StringIO
    except ImportError:  # Python 3.x
        from io import StringIO

    # Local imports to avoid hard dependency.
    from distutils.version import LooseVersion
    import IPython
    ipython_version = LooseVersion(IPython.__version__)
    if ipython_version < '0.11':
        from IPython.genutils import page
        from IPython.ipstruct import Struct
        from IPython.ipapi import UsageError
    else:
        from IPython.core.page import page
        from IPython.utils.ipstruct import Struct
        from IPython.core.error import UsageError

    # Escape quote markers.
    opts_def = Struct(T=[''], f=[])
    parameter_s = parameter_s.replace('"', r'\"').replace("'", r"\'")
    opts, arg_str = self.parse_options(parameter_s, 'rf:T:c', list_all=True)
    opts.merge(opts_def)
    global_ns = self.shell.user_global_ns
    local_ns = self.shell.user_ns

    # Get the requested functions.
    funcs = []
    for name in opts.f:
        try:
            funcs.append(eval(name, global_ns, local_ns))
        except Exception as e:
            raise UsageError('Could not find function %r.\n%s: %s' % (name,
                             e.__class__.__name__, e))

    include_children = 'c' in opts
    profile = LineProfiler(include_children=include_children)
    for func in funcs:
        profile(func)

    # Add the profiler to the builtins for @profile.
    try:
        import builtins
    except ImportError:  # Python 3x
        import __builtin__ as builtins

    if 'profile' in builtins.__dict__:
        had_profile = True
        old_profile = builtins.__dict__['profile']
    else:
        had_profile = False
        old_profile = None
    builtins.__dict__['profile'] = profile

    try:
        try:
            profile.runctx(arg_str, global_ns, local_ns)
            message = ''
        except SystemExit:
            message = "*** SystemExit exception caught in code being profiled."
        except KeyboardInterrupt:
            message = ("*** KeyboardInterrupt exception caught in code being "
                       "profiled.")
    finally:
        if had_profile:
            builtins.__dict__['profile'] = old_profile

    # Trap text output.
    stdout_trap = StringIO()
    show_results(profile, stdout_trap)
    output = stdout_trap.getvalue()
    output = output.rstrip()

    if ipython_version < '0.11':
        page(output, screen_lines=self.shell.rc.screen_length)
    else:
        page(output)
    print(message,)

    text_file = opts.T[0]
    if text_file:
        with open(text_file, 'w') as pfile:
            pfile.write(output)
        print('\n*** Profile printout saved to text file %s. %s' % (text_file,
                                                                    message))

    return_value = None
    if 'r' in opts:
        return_value = profile

    return return_value