当频繁标记已经存在，只是把size+1

--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

for k, v in contents.items():

       print(k,'------------',v)

       frequent_token = tuple(sorted(vocab.topk_tokens(v[0].split(), 3)))

       print(frequent_token)

0 ------------ ('LDAP Built with OpenLDAP LDAP / SDK', '/:=@')

('Built', 'LDAP', 'OpenLDAP')

1 ------------ ('LDAP SSL support unavailable', ':')

('LDAP', 'SSL', 'support')

2 ------------ ('suEXEC mechanism enabled lili wrapper /usr/sbin/suexec', '()/:')

('lili', 'mechanism', 'wrapper')

3 ------------ ('Digest generating secret for digest authentication ...', '.:')

('Digest', 'digest', 'for')

4 ------------ ('Digest done', ':')

('Digest', 'done')

5 ------------ ('LDAP Built with OpenLDAP LMAP SDK', ':')

('Built', 'LDAP', 'OpenLDAP')

6 ------------ ('LDAP SSL support available', ':')

('LDAP', 'SSL', 'support')

7 ------------ ('Factory error creating channel.jni jni channel.jni jni', '().:')

('channel.jni', 'error', 'jni')

8 ------------ ("config.update Can't create avalibe hannel.jni jni", "'().:")

('avalibe', 'create', 'jni')

frequent_token  :  ('LDAP', 'OpenLDAP', 'with')

log_format ：  /:=@

1,6

0,5

if frequent_token not in hierichical_clusters:

            hierichical_clusters[frequent_token] = {"size": 1, "cluster": {log_format: [k]}}

        else:

            hierichical_clusters[frequent_token]["size"] = hierichical_clusters[frequent_token]["size"] + 1

            

            

当频繁标记已经存在，只是把size+1

222222222222222222222------------hierichical_clusters------------2222222222222222222222222222

('Built', 'LDAP', 'with')

{('Built', 'LDAP', 'with'): {'size': 1, 'cluster': {'/:=@': [0]}}}

333333333333333333333---------erichical_clusters-------------------33333333333333333333333333333

('Built', 'LDAP', 'with')

{('Built', 'LDAP', 'with'): {'size': 2, 'cluster': {'/:=@': [0]}}, ('LDAP', 'SSL', 'support'): {'size': 1, 'cluster': {':': [1]}}, ('lili', 'mechanism', 'suEXEC'): {'size': 1, 'cluster': {'()/:': [2]}}, ('Digest', 'digest', 'generating'): {'size': 1, 'cluster': {'.:': [3]}}, ('Digest', 'done'): {'size': 1, 'cluster': {':': [4]}}}

222222222222222222222------------hierichical_clusters------------2222222222222222222222222222

('LDAP', 'SSL', 'support')

{('Built', 'LDAP', 'with'): {'size': 1, 'cluster': {'/:=@': [0]}}, ('LDAP', 'SSL', 'support'): {'size': 1, 'cluster': {':': [1]}}}

333333333333333333333---------erichical_clusters-------------------33333333333333333333333333333

('LDAP', 'SSL', 'support')

{('Built', 'LDAP', 'with'): {'size': 2, 'cluster': {'/:=@': [0]}}, ('LDAP', 'SSL', 'support'): {'size': 2, 'cluster': {':': [1]}}, ('lili', 'mechanism', 'suEXEC'): {'size': 1, 'cluster': {'()/:': [2]}}, ('Digest', 'digest', 'generating'): {'size': 1, 'cluster': {'.:': [3]}}, ('Digest', 'done'): {'size': 1, 'cluster': {':': [4]}}}