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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 show_stats(self, verbose=False, **kwargs):
 """Show statistics on the found proxies. Useful for debugging, but you can also use if you're interested. :param verbose: Flag indicating whether to print verbose stats .. deprecated:: 0.2.0 Use :attr:`verbose` instead of :attr:`full`. """

        if kwargs:
            verbose = True
            warnings.warn(
                '`full` in `show_stats` is deprecated, '
                'use `verbose` instead.',
                DeprecationWarning,
            )

        found_proxies = self.unique_proxies.values()
        num_working_proxies = len([p for p in found_proxies if p.is_working])

        if not found_proxies:
            print('Proxy not found')
            return

        errors = Counter()
        for p in found_proxies:
            errors.update(p.stat['errors'])

        proxies_by_type = {
            'SOCKS5': [],
            'SOCKS4': [],
            'HTTPS': [],
            'HTTP': [],
            'CONNECT:80': [],
            'CONNECT:25': [],
        }

        stat = {
            'Wrong country': [],
            'Wrong protocol/anonymity lvl': [],
            'Connection success': [],
            'Connection timeout': [],
            'Connection failed': [],
        }

        for p in found_proxies:
            msgs = ' '.join([l[1] for l in p.get_log()])
            full_log = [p]
            for proto in p.types:
                proxies_by_type[proto].append(p)
            if 'Location of proxy' in msgs:
                stat['Wrong country'].append(p)
            elif 'Connection: success' in msgs:
                if 'Protocol or the level' in msgs:
                    stat['Wrong protocol/anonymity lvl'].append(p)
                stat['Connection success'].append(p)
                if not verbose:
                    continue
                events_by_ngtr = defaultdict(list)
                for ngtr, event, runtime in p.get_log():
                    events_by_ngtr[ngtr].append((event, runtime))
                for ngtr, events in sorted(
                    events_by_ngtr.items(), key=lambda item: item[0]
                ):
                    full_log.append('\t%s' % ngtr)
                    for event, runtime in events:
                        if event.startswith('Initial connection'):
                            full_log.append('\t\t-------------------')
                        else:
                            full_log.append(
                                '\t\t{:<66} Runtime: {:.2f}'.format(
                                    event, runtime
                                )
                            )
                for row in full_log:
                    print(row)
            elif 'Connection: failed' in msgs:
                stat['Connection failed'].append(p)
            else:
                stat['Connection timeout'].append(p)
        if verbose:
            print('Stats:')
            pprint(stat)

        print('The number of working proxies: %d' % num_working_proxies)
        for proto, proxies in proxies_by_type.items():
            print('%s (%s): %s' % (proto, len(proxies), proxies))
        print('Errors:', errors)