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In [1]:



    


import augur
from augur.localcsv import LocalCSV
import json
import re
from dateutil.parser import parse
import pandas as pd
import github
import numpy as np
import datetime
import requests
from augur import logger
app = augur.Application('../augur.config.json')

github = app.githubapi()



    











In [7]:



    


def lines_of_code_changed(self, owner, repo=None): 
    """
    Timeseries of the count of lines added, deleted, and the net change each week

    :param owner: The name of the project owner
    :param repo: The name of the repo
    :return: DataFrame with the associated lines changed information/week
    """
    # get the data we need from the GitHub API
    # see <project_root>/augur/githubapi.py for examples using the GraphQL API
    # get the data we need from the GitHub API
    # see <project_root>/augur/githubapi.py for examples using the GraphQL API
    url = "https://api.github.com/repos/{}/{}/stats/code_frequency".format(owner, repo)
    json = requests.get(url, auth=('user', self.GITHUB_API_KEY)).json()
    # get our data into a dataframe
    df = pd.DataFrame(json, columns=['date', 'additions', 'deletions'])
    # all timeseries metrics need a 'date' column
    df['date'] = pd.to_datetime(df['date'], unit='s', infer_datetime_format=True)
    # normalize our data and create useful aggregates
    df['deletions'] = df['deletions'] * -1
    df['delta'] = df['additions'] - df['deletions']
    df['total_lines'] = df['delta'].cumsum()
    # return the dataframe
    return df

augur.githubapi.lines_of_code_changed = lines_of_code_changed
github.lines_of_code_changed("rails", "rails")



    


















    
Out[7]:











  
    

      
      date
      additions
      deletions
      delta
      total_lines
    

  
  
    

      0
      2004-11-21
      31261
      253
      31008
      31008
    

    

      1
      2004-11-28
      271
      113
      158
      31166
    

    

      2
      2004-12-05
      3436
      981
      2455
      33621
    

    

      3
      2004-12-12
      3142
      1885
      1257
      34878
    

    

      4
      2004-12-19
      1476
      315
      1161
      36039
    

    

      5
      2004-12-26
      3079
      1802
      1277
      37316
    

    

      6
      2005-01-02
      1542
      764
      778
      38094
    

    

      7
      2005-01-09
      4690
      2312
      2378
      40472
    

    

      8
      2005-01-16
      690
      369
      321
      40793
    

    

      9
      2005-01-23
      2089
      1645
      444
      41237
    

    

      10
      2005-01-30
      0
      0
      0
      41237
    

    

      11
      2005-02-06
      3128
      1116
      2012
      43249
    

    

      12
      2005-02-13
      24299
      16060
      8239
      51488
    

    

      13
      2005-02-20
      6461
      4656
      1805
      53293
    

    

      14
      2005-02-27
      1232
      250
      982
      54275
    

    

      15
      2005-03-06
      1851
      807
      1044
      55319
    

    

      16
      2005-03-13
      641
      240
      401
      55720
    

    

      17
      2005-03-20
      4011
      2006
      2005
      57725
    

    

      18
      2005-03-27
      3819
      2336
      1483
      59208
    

    

      19
      2005-04-03
      1553
      801
      752
      59960
    

    

      20
      2005-04-10
      1093
      340
      753
      60713
    

    

      21
      2005-04-17
      3143
      1128
      2015
      62728
    

    

      22
      2005-04-24
      611
      130
      481
      63209
    

    

      23
      2005-05-01
      700
      246
      454
      63663
    

    

      24
      2005-05-08
      1535
      52
      1483
      65146
    

    

      25
      2005-05-15
      662
      184
      478
      65624
    

    

      26
      2005-05-22
      777
      403
      374
      65998
    

    

      27
      2005-05-29
      865
      311
      554
      66552
    

    

      28
      2005-06-05
      690
      365
      325
      66877
    

    

      29
      2005-06-12
      1619
      513
      1106
      67983
    

    

      ...
      ...
      ...
      ...
      ...
      ...
    

    

      683
      2017-12-24
      411
      344
      67
      466799
    

    

      684
      2017-12-31
      327
      210
      117
      466916
    

    

      685
      2018-01-07
      959
      739
      220
      467136
    

    

      686
      2018-01-14
      739
      216
      523
      467659
    

    

      687
      2018-01-21
      3085
      2820
      265
      467924
    

    

      688
      2018-01-28
      413
      2157
      -1744
      466180
    

    

      689
      2018-02-04
      1035
      532
      503
      466683
    

    

      690
      2018-02-11
      1407
      1238
      169
      466852
    

    

      691
      2018-02-18
      4303
      3616
      687
      467539
    

    

      692
      2018-02-25
      1277
      1030
      247
      467786
    

    

      693
      2018-03-04
      1821
      481
      1340
      469126
    

    

      694
      2018-03-11
      839
      673
      166
      469292
    

    

      695
      2018-03-18
      512
      320
      192
      469484
    

    

      696
      2018-03-25
      228
      196
      32
      469516
    

    

      697
      2018-04-01
      974
      502
      472
      469988
    

    

      698
      2018-04-08
      519
      203
      316
      470304
    

    

      699
      2018-04-15
      1290
      779
      511
      470815
    

    

      700
      2018-04-22
      2167
      1997
      170
      470985
    

    

      701
      2018-04-29
      352
      170
      182
      471167
    

    

      702
      2018-05-06
      392
      210
      182
      471349
    

    

      703
      2018-05-13
      728
      398
      330
      471679
    

    

      704
      2018-05-20
      419
      96
      323
      472002
    

    

      705
      2018-05-27
      865
      379
      486
      472488
    

    

      706
      2018-06-03
      367
      284
      83
      472571
    

    

      707
      2018-06-10
      311
      210
      101
      472672
    

    

      708
      2018-06-17
      359
      162
      197
      472869
    

    

      709
      2018-06-24
      652
      183
      469
      473338
    

    

      710
      2018-07-01
      1325
      807
      518
      473856
    

    

      711
      2018-07-08
      594
      208
      386
      474242
    

    

      712
      2018-07-15
      0
      0
      0
      474242
    

  



713 rows × 5 columns



















In [5]:



    






    


















    
Out[5]:











  
    

      
      date
      additions
      deletions
      delta
      total_lines
    

  
  
    

      0
      2004-11-21
      31261
      253
      31008
      31008
    

    

      1
      2004-11-28
      271
      113
      158
      31166
    

    

      2
      2004-12-05
      3436
      981
      2455
      33621
    

    

      3
      2004-12-12
      3142
      1885
      1257
      34878
    

    

      4
      2004-12-19
      1476
      315
      1161
      36039
    

    

      5
      2004-12-26
      3079
      1802
      1277
      37316
    

    

      6
      2005-01-02
      1542
      764
      778
      38094
    

    

      7
      2005-01-09
      4690
      2312
      2378
      40472
    

    

      8
      2005-01-16
      690
      369
      321
      40793
    

    

      9
      2005-01-23
      2089
      1645
      444
      41237
    

    

      10
      2005-01-30
      0
      0
      0
      41237
    

    

      11
      2005-02-06
      3128
      1116
      2012
      43249
    

    

      12
      2005-02-13
      24299
      16060
      8239
      51488
    

    

      13
      2005-02-20
      6461
      4656
      1805
      53293
    

    

      14
      2005-02-27
      1232
      250
      982
      54275
    

    

      15
      2005-03-06
      1851
      807
      1044
      55319
    

    

      16
      2005-03-13
      641
      240
      401
      55720
    

    

      17
      2005-03-20
      4011
      2006
      2005
      57725
    

    

      18
      2005-03-27
      3819
      2336
      1483
      59208
    

    

      19
      2005-04-03
      1553
      801
      752
      59960
    

    

      20
      2005-04-10
      1093
      340
      753
      60713
    

    

      21
      2005-04-17
      3143
      1128
      2015
      62728
    

    

      22
      2005-04-24
      611
      130
      481
      63209
    

    

      23
      2005-05-01
      700
      246
      454
      63663
    

    

      24
      2005-05-08
      1535
      52
      1483
      65146
    

    

      25
      2005-05-15
      662
      184
      478
      65624
    

    

      26
      2005-05-22
      777
      403
      374
      65998
    

    

      27
      2005-05-29
      865
      311
      554
      66552
    

    

      28
      2005-06-05
      690
      365
      325
      66877
    

    

      29
      2005-06-12
      1619
      513
      1106
      67983
    

    

      ...
      ...
      ...
      ...
      ...
      ...
    

    

      683
      2017-12-24
      411
      344
      67
      466799
    

    

      684
      2017-12-31
      327
      210
      117
      466916
    

    

      685
      2018-01-07
      959
      739
      220
      467136
    

    

      686
      2018-01-14
      739
      216
      523
      467659
    

    

      687
      2018-01-21
      3085
      2820
      265
      467924
    

    

      688
      2018-01-28
      413
      2157
      -1744
      466180
    

    

      689
      2018-02-04
      1035
      532
      503
      466683
    

    

      690
      2018-02-11
      1407
      1238
      169
      466852
    

    

      691
      2018-02-18
      4303
      3616
      687
      467539
    

    

      692
      2018-02-25
      1277
      1030
      247
      467786
    

    

      693
      2018-03-04
      1821
      481
      1340
      469126
    

    

      694
      2018-03-11
      839
      673
      166
      469292
    

    

      695
      2018-03-18
      512
      320
      192
      469484
    

    

      696
      2018-03-25
      228
      196
      32
      469516
    

    

      697
      2018-04-01
      974
      502
      472
      469988
    

    

      698
      2018-04-08
      519
      203
      316
      470304
    

    

      699
      2018-04-15
      1290
      779
      511
      470815
    

    

      700
      2018-04-22
      2167
      1997
      170
      470985
    

    

      701
      2018-04-29
      352
      170
      182
      471167
    

    

      702
      2018-05-06
      392
      210
      182
      471349
    

    

      703
      2018-05-13
      728
      398
      330
      471679
    

    

      704
      2018-05-20
      419
      96
      323
      472002
    

    

      705
      2018-05-27
      865
      379
      486
      472488
    

    

      706
      2018-06-03
      367
      284
      83
      472571
    

    

      707
      2018-06-10
      311
      210
      101
      472672
    

    

      708
      2018-06-17
      359
      162
      197
      472869
    

    

      709
      2018-06-24
      652
      183
      469
      473338
    

    

      710
      2018-07-01
      1325
      807
      518
      473856
    

    

      711
      2018-07-08
      594
      208
      386
      474242
    

    

      712
      2018-07-15
      0
      0
      0
      474242
    

  



713 rows × 5 columns



















In [ ]:

Content source: OSSHealth/ghdata

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