netflix / pygenie
File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview
File Change Frequency Overall
  • There are 17 files with 2,577 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 2 files changed 21-50 times (397 lines of code)
    • 4 files changed 6-20 times (929 lines of code)
    • 11 files changed 1-5 times (1,251 lines of code)
0% | 0% | 15% | 36% | 48%
Legend:
101+
51-100
21-50
6-20
1-5

explore: grouped by folders | grouped by update frequency | data
Contributors Count Frequency Overall
  • There are 17 files with 2,577 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 2 files changed by 11-25 contributors (389 lines of code)
    • 3 files changed by 6-10 contributors (801 lines of code)
    • 9 files changed by 2-5 contributors (1,248 lines of code)
    • 3 files changed by 1 contributor (139 lines of code)
0% | 15% | 31% | 48% | 5%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
py, ini, txt, rst, in, gitignore, md, json, yaml
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 15% | 36% | 48%
in0% | 0% | 0% | 0% | 0%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
pygenie0% | 0% | 13% | 36% | 49%
ROOT0% | 0% | 100% | 0% | 0%
Most Frequently Changed Files (Top 22)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
setup.py
in root
 49 - 2017-07-24 2025-02-14 28 12 itsjohnlee@gmail.com akapatkar@netflix.com
running.py
in pygenie/jobs
 348 56 2017-07-27 2020-02-10 21 10 itsjohnlee@gmail.com cabhishek@gmail.com
core.py
in pygenie/jobs
 340 55 2017-06-06 2025-03-04 18 12 charsmith@netflix.com 163212576+zdong2@users.nore...
genie_3.py
in pygenie/adapter
 341 19 2017-10-02 2020-02-03 15 9 itsjohnlee@gmail.com cabhishek@gmail.com
utils.py
in pygenie/jobs
 136 8 2017-05-31 2025-03-04 12 5 cabhishek@gmail.com 163212576+zdong2@users.nore...
utils.py
in pygenie
 112 8 2018-03-14 2025-02-13 9 6 cclauss@bluewin.ch akapatkar@netflix.com
conf.py
in pygenie
 152 27 2017-08-22 2018-07-06 5 5 smwood4@gmail.com chyzzqo@netflix.com
genie_2.py
in pygenie/adapter
 222 18 2018-07-06 2019-12-09 3 3 chyzzqo@netflix.com cabhishek@gmail.com
client.py
in pygenie
 461 89 2017-07-20 2018-07-06 3 4 tgianos@netflix.com chyzzqo@netflix.com
__init__.py
in pygenie
 12 - 2025-01-24 2025-02-13 2 2 jgaertner@netflix.com akapatkar@netflix.com
sqoop.py
in pygenie/jobs
 71 12 2018-03-14 2018-05-17 2 2 cclauss@bluewin.ch itsjohnlee@gmail.com
hive.py
in pygenie/jobs
 81 9 2018-03-14 2018-05-17 2 2 cclauss@bluewin.ch itsjohnlee@gmail.com
pig.py
in pygenie/jobs
 84 7 2018-03-14 2018-05-17 2 2 cclauss@bluewin.ch itsjohnlee@gmail.com
exceptions.py
in pygenie
 29 1 2018-10-16 2018-10-16 1 2 itsjohnlee@gmail.com johlee@netflix.com
adapter.py
in pygenie/adapter
 31 2 2019-12-09 2019-12-09 1 1 cabhishek@gmail.com cabhishek@gmail.com
genie_x.py
in pygenie/adapter
 48 14 2018-07-06 2018-07-06 1 1 chyzzqo@netflix.com chyzzqo@netflix.com
presto.py
in pygenie/jobs
 60 7 2020-03-19 2020-03-19 1 1 cabhishek@gmail.com cabhishek@gmail.com
in
 2 -
__init__.py
in pygenie/adapter
 3 -
__init__.py
in pygenie/jobs
 8 -
auth.py
in pygenie
 30 3
hadoop.py
in pygenie/jobs
 49 6
Files With Most Contributors (Top 22)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
setup.py
in root
 49 - 2017-07-24 2025-02-14 28 12 itsjohnlee@gmail.com akapatkar@netflix.com
core.py
in pygenie/jobs
 340 55 2017-06-06 2025-03-04 18 12 charsmith@netflix.com 163212576+zdong2@users.nore...
running.py
in pygenie/jobs
 348 56 2017-07-27 2020-02-10 21 10 itsjohnlee@gmail.com cabhishek@gmail.com
genie_3.py
in pygenie/adapter
 341 19 2017-10-02 2020-02-03 15 9 itsjohnlee@gmail.com cabhishek@gmail.com
utils.py
in pygenie
 112 8 2018-03-14 2025-02-13 9 6 cclauss@bluewin.ch akapatkar@netflix.com
utils.py
in pygenie/jobs
 136 8 2017-05-31 2025-03-04 12 5 cabhishek@gmail.com 163212576+zdong2@users.nore...
conf.py
in pygenie
 152 27 2017-08-22 2018-07-06 5 5 smwood4@gmail.com chyzzqo@netflix.com
client.py
in pygenie
 461 89 2017-07-20 2018-07-06 3 4 tgianos@netflix.com chyzzqo@netflix.com
genie_2.py
in pygenie/adapter
 222 18 2018-07-06 2019-12-09 3 3 chyzzqo@netflix.com cabhishek@gmail.com
__init__.py
in pygenie
 12 - 2025-01-24 2025-02-13 2 2 jgaertner@netflix.com akapatkar@netflix.com
hive.py
in pygenie/jobs
 81 9 2018-03-14 2018-05-17 2 2 cclauss@bluewin.ch itsjohnlee@gmail.com
pig.py
in pygenie/jobs
 84 7 2018-03-14 2018-05-17 2 2 cclauss@bluewin.ch itsjohnlee@gmail.com
sqoop.py
in pygenie/jobs
 71 12 2018-03-14 2018-05-17 2 2 cclauss@bluewin.ch itsjohnlee@gmail.com
exceptions.py
in pygenie
 29 1 2018-10-16 2018-10-16 1 2 itsjohnlee@gmail.com johlee@netflix.com
presto.py
in pygenie/jobs
 60 7 2020-03-19 2020-03-19 1 1 cabhishek@gmail.com cabhishek@gmail.com
adapter.py
in pygenie/adapter
 31 2 2019-12-09 2019-12-09 1 1 cabhishek@gmail.com cabhishek@gmail.com
genie_x.py
in pygenie/adapter
 48 14 2018-07-06 2018-07-06 1 1 chyzzqo@netflix.com chyzzqo@netflix.com
in
 2 -
hadoop.py
in pygenie/jobs
 49 6
__init__.py
in pygenie/jobs
 8 -
auth.py
in pygenie
 30 3
__init__.py
in pygenie/adapter
 3 -
Files With Least Contributors (Top 22)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
hadoop.py
in pygenie/jobs
 49 6
auth.py
in pygenie
 30 3
__init__.py
in pygenie/jobs
 8 -
__init__.py
in pygenie/adapter
 3 -
in
 2 -
presto.py
in pygenie/jobs
 60 7 2020-03-19 2020-03-19 1 1 cabhishek@gmail.com cabhishek@gmail.com
genie_x.py
in pygenie/adapter
 48 14 2018-07-06 2018-07-06 1 1 chyzzqo@netflix.com chyzzqo@netflix.com
adapter.py
in pygenie/adapter
 31 2 2019-12-09 2019-12-09 1 1 cabhishek@gmail.com cabhishek@gmail.com
pig.py
in pygenie/jobs
 84 7 2018-03-14 2018-05-17 2 2 cclauss@bluewin.ch itsjohnlee@gmail.com
hive.py
in pygenie/jobs
 81 9 2018-03-14 2018-05-17 2 2 cclauss@bluewin.ch itsjohnlee@gmail.com
sqoop.py
in pygenie/jobs
 71 12 2018-03-14 2018-05-17 2 2 cclauss@bluewin.ch itsjohnlee@gmail.com
exceptions.py
in pygenie
 29 1 2018-10-16 2018-10-16 1 2 itsjohnlee@gmail.com johlee@netflix.com
__init__.py
in pygenie
 12 - 2025-01-24 2025-02-13 2 2 jgaertner@netflix.com akapatkar@netflix.com
genie_2.py
in pygenie/adapter
 222 18 2018-07-06 2019-12-09 3 3 chyzzqo@netflix.com cabhishek@gmail.com
client.py
in pygenie
 461 89 2017-07-20 2018-07-06 3 4 tgianos@netflix.com chyzzqo@netflix.com
conf.py
in pygenie
 152 27 2017-08-22 2018-07-06 5 5 smwood4@gmail.com chyzzqo@netflix.com
utils.py
in pygenie/jobs
 136 8 2017-05-31 2025-03-04 12 5 cabhishek@gmail.com 163212576+zdong2@users.nore...
utils.py
in pygenie
 112 8 2018-03-14 2025-02-13 9 6 cclauss@bluewin.ch akapatkar@netflix.com
genie_3.py
in pygenie/adapter
 341 19 2017-10-02 2020-02-03 15 9 itsjohnlee@gmail.com cabhishek@gmail.com
running.py
in pygenie/jobs
 348 56 2017-07-27 2020-02-10 21 10 itsjohnlee@gmail.com cabhishek@gmail.com
core.py
in pygenie/jobs
 340 55 2017-06-06 2025-03-04 18 12 charsmith@netflix.com 163212576+zdong2@users.nore...
setup.py
in root
 49 - 2017-07-24 2025-02-14 28 12 itsjohnlee@gmail.com akapatkar@netflix.com
Correlations

File Size vs. Number of Changes: 17 points

pygenie/jobs/core.py x: 340 lines of code y: 18 # changes pygenie/jobs/utils.py x: 136 lines of code y: 12 # changes setup.py x: 49 lines of code y: 28 # changes pygenie/__init__.py x: 12 lines of code y: 2 # changes pygenie/utils.py x: 112 lines of code y: 9 # changes pygenie/jobs/presto.py x: 60 lines of code y: 1 # changes pygenie/jobs/running.py x: 348 lines of code y: 21 # changes pygenie/adapter/genie_3.py x: 341 lines of code y: 15 # changes pygenie/adapter/adapter.py x: 31 lines of code y: 1 # changes pygenie/adapter/genie_2.py x: 222 lines of code y: 3 # changes pygenie/exceptions.py x: 29 lines of code y: 1 # changes pygenie/adapter/genie_x.py x: 48 lines of code y: 1 # changes pygenie/client.py x: 461 lines of code y: 3 # changes pygenie/conf.py x: 152 lines of code y: 5 # changes pygenie/jobs/hive.py x: 81 lines of code y: 2 # changes pygenie/jobs/pig.py x: 84 lines of code y: 2 # changes pygenie/jobs/sqoop.py x: 71 lines of code y: 2 # changes
28.0
# changes
  min: 1.0
  average: 7.41
  25th percentile: 1.5
  median: 3.0
  75th percentile: 13.5
  max: 28.0
0 461.0
lines of code
min: 12.0 | average: 151.59 | 25th percentile: 48.5 | median: 84.0 | 75th percentile: 281.0 | max: 461.0

Number of Contributors vs. Number of Changes: 17 points

pygenie/jobs/core.py x: 12 # contributors y: 18 # changes pygenie/jobs/utils.py x: 5 # contributors y: 12 # changes setup.py x: 12 # contributors y: 28 # changes pygenie/__init__.py x: 2 # contributors y: 2 # changes pygenie/utils.py x: 6 # contributors y: 9 # changes pygenie/jobs/presto.py x: 1 # contributors y: 1 # changes pygenie/jobs/running.py x: 10 # contributors y: 21 # changes pygenie/adapter/genie_3.py x: 9 # contributors y: 15 # changes pygenie/adapter/genie_2.py x: 3 # contributors y: 3 # changes pygenie/exceptions.py x: 2 # contributors y: 1 # changes pygenie/client.py x: 4 # contributors y: 3 # changes pygenie/conf.py x: 5 # contributors y: 5 # changes
28.0
# changes
  min: 1.0
  average: 7.41
  25th percentile: 1.5
  median: 3.0
  75th percentile: 13.5
  max: 28.0
0 12.0
# contributors
min: 1.0 | average: 4.65 | 25th percentile: 2.0 | median: 3.0 | 75th percentile: 7.5 | max: 12.0

Number of Contributors vs. File Size: 17 points

pygenie/jobs/core.py x: 12 # contributors y: 340 lines of code pygenie/jobs/utils.py x: 5 # contributors y: 136 lines of code setup.py x: 12 # contributors y: 49 lines of code pygenie/__init__.py x: 2 # contributors y: 12 lines of code pygenie/utils.py x: 6 # contributors y: 112 lines of code pygenie/jobs/presto.py x: 1 # contributors y: 60 lines of code pygenie/jobs/running.py x: 10 # contributors y: 348 lines of code pygenie/adapter/genie_3.py x: 9 # contributors y: 341 lines of code pygenie/adapter/adapter.py x: 1 # contributors y: 31 lines of code pygenie/adapter/genie_2.py x: 3 # contributors y: 222 lines of code pygenie/exceptions.py x: 2 # contributors y: 29 lines of code pygenie/adapter/genie_x.py x: 1 # contributors y: 48 lines of code pygenie/client.py x: 4 # contributors y: 461 lines of code pygenie/conf.py x: 5 # contributors y: 152 lines of code pygenie/jobs/hive.py x: 2 # contributors y: 81 lines of code pygenie/jobs/pig.py x: 2 # contributors y: 84 lines of code pygenie/jobs/sqoop.py x: 2 # contributors y: 71 lines of code
461.0
lines of code
  min: 12.0
  average: 151.59
  25th percentile: 48.5
  median: 84.0
  75th percentile: 281.0
  max: 461.0
0 12.0
# contributors
min: 1.0 | average: 4.65 | 25th percentile: 2.0 | median: 3.0 | 75th percentile: 7.5 | max: 12.0