In [24]:

    

import pandas as pd
import pandas_profiling as pp
import numpy as np


    

In [9]:

    

commit_frame = pd.read_feather('povray-data/commit_frame.feather')


    

In [10]:

    

commit_frame.head()


    

    
Out[10]:







  

    

      

      
hexsha
      
name_rev
      
size
      
author_name
      
author_email
      
authored_datetime
      
author_tz_offset
      
committer_name
      
committer_email
      
committed_datetime
      
committer_tz_offset
      
stats_total_files
      
stats_total_lines
      
stats_total_insertions
      
stats_total_deletions
      
encoding
      
message
    
  
  

    

      
0
      
ea3d549a0c27c0dfb5c51e9fcd980866cfaf654b
      
remotes/origin/release/v3.7.1
      
370
      
Anshu Arya
      
github@anshuarya.com
      
2017-04-13 21:21:44
      
25200
      
Christoph Lipka
      
c-lipka@users.noreply.github.com
      
2017-04-13 21:21:44
      
-7200
      
1
      
598
      
156
      
442
      
UTF-8
      
Update AVXFMA4 noise implementation (#268)\n\n...
    
    

      
1
      
8a8c73e2edc8d55ff3e9e6762eefccf19ae07914
      
remotes/origin/release/v3.7.1~1
      
710
      
Anshu Arya
      
github@anshuarya.com
      
2017-04-13 21:19:21
      
25200
      
Christoph Lipka
      
c-lipka@users.noreply.github.com
      
2017-04-13 21:19:21
      
-7200
      
9
      
357
      
352
      
5
      
UTF-8
      
Add alternative AVX-optimized noise implementa...
    
    

      
2
      
3adbf759bf0b6be311dfe4d9b75c781bb8208999
      
remotes/origin/release/v3.7.1~2
      
333
      
wfpokorny
      
wfpokorny@yahoo.com
      
2017-04-12 20:41:44
      
14400
      
Christoph Lipka
      
c-lipka@users.noreply.github.com
      
2017-04-12 20:41:44
      
-7200
      
1
      
5
      
2
      
3
      
UTF-8
      
Improve AA performance. (#270)\n\nEspecially h...
    
    

      
3
      
2be22dd2068c7e1bacf134b788775ca4579ef664
      
remotes/origin/release/v3.7.1~3
      
291
      
wfpokorny
      
wfpokorny@yahoo.com
      
2017-04-06 11:18:13
      
14400
      
Christoph Lipka
      
c-lipka@users.noreply.github.com
      
2017-04-06 11:18:13
      
-7200
      
1
      
18
      
15
      
3
      
UTF-8
      
Relax Parse_Lathe point checking for versions ...
    
    

      
4
      
59ab7f260bc1250591cc6b5e8f544ac53f134039
      
remotes/origin/release/v3.7.1~4
      
317
      
Christoph Lipka
      
c-lipka@users.noreply.github.com
      
2017-04-04 14:16:39
      
-7200
      
Christoph Lipka
      
c-lipka@users.noreply.github.com
      
2017-04-04 14:16:39
      
-7200
      
2
      
24
      
18
      
6
      
UTF-8
      
Fix optional parameters of command-line-style ...
    
  

In [29]:

    

# pp.ProfileReport(commit_frame[['size', 'author_name', 'committed_datetime', 'stats_total_files', 
#                                'stats_total_lines', 
#                                'stats_total_insertions', 'stats_total_deletions']])
commit_frame['author_tz_offset'] = commit_frame['author_tz_offset'].astype('int')
commit_frame['committer_tz_offset'] = commit_frame['committer_tz_offset'].astype('int')
report = pp.ProfileReport(commit_frame)
report.to_file('povray-commits-profile.html')


    

In [ ]: