spotify / spotify-tensorflow
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 20 files with 1,150 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 (400 lines of code)
    • 10 files changed 6-20 times (584 lines of code)
    • 8 files changed 1-5 times (166 lines of code)
0% | 0% | 34% | 50% | 14%
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 20 files with 1,150 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 1 file changed by 11-25 contributors (338 lines of code)
    • 5 files changed by 6-10 contributors (318 lines of code)
    • 12 files changed by 2-5 contributors (485 lines of code)
    • 2 files changed by 1 contributor (9 lines of code)
0% | 29% | 27% | 42% | <1%
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, pb, txt, md, sbt, scala, gitignore, json, properties, yaml, in, ini, cfg, xml
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 31% | 54% | 13%
cfg0% | 0% | 100% | 0% | 0%
in0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 100%
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
spotify_tensorflow0% | 0% | 31% | 54% | 13%
ROOT0% | 0% | 72% | 2% | 24%
Most Frequently Changed Files (Top 20)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
dataset.py
in spotify_tensorflow
 338 12 2017-08-10 2019-01-16 32 11 rav@spotify.com brianmartin@gmail.com
cfg
setup.cfg
in root
 62 - 2017-08-10 2019-08-23 31 8 rav@spotify.com rculbertson@gmail.com
tensorflow_task.py
in spotify_tensorflow/luigi
 120 10 2017-11-12 2019-08-27 18 9 romain@spotify.com drachenbach@users.noreply.g...
tfdv.py
in spotify_tensorflow/tfx
 106 7 2019-01-08 2019-09-04 12 8 brianmartin@gmail.com juliocmdsilva@gmail.com
setup.py
in root
 2 - 2017-08-10 2019-01-07 10 5 rav@spotify.com brianmartin@gmail.com
utils.py
in spotify_tensorflow/tfx
 58 4 2018-12-20 2022-01-18 9 5 keshi@spotify.com martinbomio@gmail.com
utils.py
in spotify_tensorflow/luigi
 63 6 2017-11-12 2019-01-16 9 5 romain@spotify.com brianmartin@gmail.com
tft.py
in spotify_tensorflow/tfx
 138 3 2018-12-20 2019-01-16 9 4 keshi@spotify.com brianmartin@gmail.com
__init__.py
in spotify_tensorflow
 1 - 2017-08-10 2019-01-16 8 6 rav@spotify.com brianmartin@gmail.com
tf_schema_utils.py
in spotify_tensorflow
 29 6 2018-07-12 2019-01-16 8 7 romain@spotify.com brianmartin@gmail.com
python_dataflow_task.py
in spotify_tensorflow/luigi
 46 1 2018-12-12 2019-08-27 8 5 daikeshi@users.noreply.gith... konsozinov@gmail.com
tfx_task.py
in spotify_tensorflow/luigi
 21 6 2018-12-12 2019-03-04 7 5 daikeshi@users.noreply.gith... amartin@spotify.com
example_decoders.py
in spotify_tensorflow
 28 4 2018-07-12 2019-01-16 5 4 romain@spotify.com brianmartin@gmail.com
tfr_read.py
in spotify_tensorflow/scripts
 55 5 2019-01-07 2019-01-16 5 2 brianmartin@gmail.com brianmartin@gmail.com
in
 13 - 2017-11-16 2019-01-03 4 2 rav@spotify.com brianmartin@gmail.com
featran.py
in spotify_tensorflow
 59 7 2018-02-04 2019-01-16 4 4 rwhitcomb@spotify.com brianmartin@gmail.com
__init__.py
in spotify_tensorflow/tfx
 1 - 2018-12-20 2019-01-16 3 3 keshi@spotify.com brianmartin@gmail.com
__init__.py
in spotify_tensorflow/scripts
 1 - 2019-01-07 2019-01-16 2 1 brianmartin@gmail.com brianmartin@gmail.com
__init__.py
in spotify_tensorflow/luigi
 1 - 2017-11-12 2019-01-16 2 2 romain@spotify.com brianmartin@gmail.com
8 - 2022-09-19 2022-09-19 1 1 mbseid@gmail.com mbseid@gmail.com
Files With Most Contributors (Top 20)
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
dataset.py
in spotify_tensorflow
 338 12 2017-08-10 2019-01-16 32 11 rav@spotify.com brianmartin@gmail.com
tensorflow_task.py
in spotify_tensorflow/luigi
 120 10 2017-11-12 2019-08-27 18 9 romain@spotify.com drachenbach@users.noreply.g...
cfg
setup.cfg
in root
 62 - 2017-08-10 2019-08-23 31 8 rav@spotify.com rculbertson@gmail.com
tfdv.py
in spotify_tensorflow/tfx
 106 7 2019-01-08 2019-09-04 12 8 brianmartin@gmail.com juliocmdsilva@gmail.com
tf_schema_utils.py
in spotify_tensorflow
 29 6 2018-07-12 2019-01-16 8 7 romain@spotify.com brianmartin@gmail.com
__init__.py
in spotify_tensorflow
 1 - 2017-08-10 2019-01-16 8 6 rav@spotify.com brianmartin@gmail.com
setup.py
in root
 2 - 2017-08-10 2019-01-07 10 5 rav@spotify.com brianmartin@gmail.com
utils.py
in spotify_tensorflow/tfx
 58 4 2018-12-20 2022-01-18 9 5 keshi@spotify.com martinbomio@gmail.com
utils.py
in spotify_tensorflow/luigi
 63 6 2017-11-12 2019-01-16 9 5 romain@spotify.com brianmartin@gmail.com
python_dataflow_task.py
in spotify_tensorflow/luigi
 46 1 2018-12-12 2019-08-27 8 5 daikeshi@users.noreply.gith... konsozinov@gmail.com
tfx_task.py
in spotify_tensorflow/luigi
 21 6 2018-12-12 2019-03-04 7 5 daikeshi@users.noreply.gith... amartin@spotify.com
tft.py
in spotify_tensorflow/tfx
 138 3 2018-12-20 2019-01-16 9 4 keshi@spotify.com brianmartin@gmail.com
example_decoders.py
in spotify_tensorflow
 28 4 2018-07-12 2019-01-16 5 4 romain@spotify.com brianmartin@gmail.com
featran.py
in spotify_tensorflow
 59 7 2018-02-04 2019-01-16 4 4 rwhitcomb@spotify.com brianmartin@gmail.com
__init__.py
in spotify_tensorflow/tfx
 1 - 2018-12-20 2019-01-16 3 3 keshi@spotify.com brianmartin@gmail.com
tfr_read.py
in spotify_tensorflow/scripts
 55 5 2019-01-07 2019-01-16 5 2 brianmartin@gmail.com brianmartin@gmail.com
in
 13 - 2017-11-16 2019-01-03 4 2 rav@spotify.com brianmartin@gmail.com
__init__.py
in spotify_tensorflow/luigi
 1 - 2017-11-12 2019-01-16 2 2 romain@spotify.com brianmartin@gmail.com
__init__.py
in spotify_tensorflow/scripts
 1 - 2019-01-07 2019-01-16 2 1 brianmartin@gmail.com brianmartin@gmail.com
8 - 2022-09-19 2022-09-19 1 1 mbseid@gmail.com mbseid@gmail.com
Files With Least Contributors (Top 20)
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
8 - 2022-09-19 2022-09-19 1 1 mbseid@gmail.com mbseid@gmail.com
__init__.py
in spotify_tensorflow/scripts
 1 - 2019-01-07 2019-01-16 2 1 brianmartin@gmail.com brianmartin@gmail.com
tfr_read.py
in spotify_tensorflow/scripts
 55 5 2019-01-07 2019-01-16 5 2 brianmartin@gmail.com brianmartin@gmail.com
in
 13 - 2017-11-16 2019-01-03 4 2 rav@spotify.com brianmartin@gmail.com
__init__.py
in spotify_tensorflow/luigi
 1 - 2017-11-12 2019-01-16 2 2 romain@spotify.com brianmartin@gmail.com
__init__.py
in spotify_tensorflow/tfx
 1 - 2018-12-20 2019-01-16 3 3 keshi@spotify.com brianmartin@gmail.com
tft.py
in spotify_tensorflow/tfx
 138 3 2018-12-20 2019-01-16 9 4 keshi@spotify.com brianmartin@gmail.com
featran.py
in spotify_tensorflow
 59 7 2018-02-04 2019-01-16 4 4 rwhitcomb@spotify.com brianmartin@gmail.com
example_decoders.py
in spotify_tensorflow
 28 4 2018-07-12 2019-01-16 5 4 romain@spotify.com brianmartin@gmail.com
utils.py
in spotify_tensorflow/luigi
 63 6 2017-11-12 2019-01-16 9 5 romain@spotify.com brianmartin@gmail.com
utils.py
in spotify_tensorflow/tfx
 58 4 2018-12-20 2022-01-18 9 5 keshi@spotify.com martinbomio@gmail.com
python_dataflow_task.py
in spotify_tensorflow/luigi
 46 1 2018-12-12 2019-08-27 8 5 daikeshi@users.noreply.gith... konsozinov@gmail.com
tfx_task.py
in spotify_tensorflow/luigi
 21 6 2018-12-12 2019-03-04 7 5 daikeshi@users.noreply.gith... amartin@spotify.com
setup.py
in root
 2 - 2017-08-10 2019-01-07 10 5 rav@spotify.com brianmartin@gmail.com
__init__.py
in spotify_tensorflow
 1 - 2017-08-10 2019-01-16 8 6 rav@spotify.com brianmartin@gmail.com
tf_schema_utils.py
in spotify_tensorflow
 29 6 2018-07-12 2019-01-16 8 7 romain@spotify.com brianmartin@gmail.com
tfdv.py
in spotify_tensorflow/tfx
 106 7 2019-01-08 2019-09-04 12 8 brianmartin@gmail.com juliocmdsilva@gmail.com
cfg
setup.cfg
in root
 62 - 2017-08-10 2019-08-23 31 8 rav@spotify.com rculbertson@gmail.com
tensorflow_task.py
in spotify_tensorflow/luigi
 120 10 2017-11-12 2019-08-27 18 9 romain@spotify.com drachenbach@users.noreply.g...
dataset.py
in spotify_tensorflow
 338 12 2017-08-10 2019-01-16 32 11 rav@spotify.com brianmartin@gmail.com
Correlations

File Size vs. Number of Changes: 20 points

catalog-info.yaml x: 8 lines of code y: 1 # changes spotify_tensorflow/tfx/utils.py x: 58 lines of code y: 9 # changes spotify_tensorflow/tfx/tfdv.py x: 106 lines of code y: 12 # changes spotify_tensorflow/luigi/tensorflow_task.py x: 120 lines of code y: 18 # changes spotify_tensorflow/luigi/python_dataflow_task.py x: 46 lines of code y: 8 # changes setup.cfg x: 62 lines of code y: 31 # changes spotify_tensorflow/luigi/tfx_task.py x: 21 lines of code y: 7 # changes spotify_tensorflow/__init__.py x: 1 lines of code y: 8 # changes spotify_tensorflow/dataset.py x: 338 lines of code y: 32 # changes spotify_tensorflow/example_decoders.py x: 28 lines of code y: 5 # changes spotify_tensorflow/featran.py x: 59 lines of code y: 4 # changes spotify_tensorflow/luigi/__init__.py x: 1 lines of code y: 2 # changes spotify_tensorflow/luigi/utils.py x: 63 lines of code y: 9 # changes spotify_tensorflow/scripts/tfr_read.py x: 55 lines of code y: 5 # changes spotify_tensorflow/tf_schema_utils.py x: 29 lines of code y: 8 # changes spotify_tensorflow/tfx/__init__.py x: 1 lines of code y: 3 # changes spotify_tensorflow/tfx/tft.py x: 138 lines of code y: 9 # changes setup.py x: 2 lines of code y: 10 # changes MANIFEST.in x: 13 lines of code y: 4 # changes
32.0
# changes
  min: 1.0
  average: 9.35
  25th percentile: 4.0
  median: 8.0
  75th percentile: 9.75
  max: 32.0
0 338.0
lines of code
min: 1.0 | average: 57.5 | 25th percentile: 3.5 | median: 37.5 | 75th percentile: 62.75 | max: 338.0

Number of Contributors vs. Number of Changes: 20 points

catalog-info.yaml x: 1 # contributors y: 1 # changes spotify_tensorflow/tfx/utils.py x: 5 # contributors y: 9 # changes spotify_tensorflow/tfx/tfdv.py x: 8 # contributors y: 12 # changes spotify_tensorflow/luigi/tensorflow_task.py x: 9 # contributors y: 18 # changes spotify_tensorflow/luigi/python_dataflow_task.py x: 5 # contributors y: 8 # changes setup.cfg x: 8 # contributors y: 31 # changes spotify_tensorflow/luigi/tfx_task.py x: 5 # contributors y: 7 # changes spotify_tensorflow/__init__.py x: 6 # contributors y: 8 # changes spotify_tensorflow/dataset.py x: 11 # contributors y: 32 # changes spotify_tensorflow/example_decoders.py x: 4 # contributors y: 5 # changes spotify_tensorflow/featran.py x: 4 # contributors y: 4 # changes spotify_tensorflow/luigi/__init__.py x: 2 # contributors y: 2 # changes spotify_tensorflow/scripts/__init__.py x: 1 # contributors y: 2 # changes spotify_tensorflow/scripts/tfr_read.py x: 2 # contributors y: 5 # changes spotify_tensorflow/tf_schema_utils.py x: 7 # contributors y: 8 # changes spotify_tensorflow/tfx/__init__.py x: 3 # contributors y: 3 # changes spotify_tensorflow/tfx/tft.py x: 4 # contributors y: 9 # changes setup.py x: 5 # contributors y: 10 # changes MANIFEST.in x: 2 # contributors y: 4 # changes
32.0
# changes
  min: 1.0
  average: 9.35
  25th percentile: 4.0
  median: 8.0
  75th percentile: 9.75
  max: 32.0
0 11.0
# contributors
min: 1.0 | average: 4.85 | 25th percentile: 2.25 | median: 5.0 | 75th percentile: 6.75 | max: 11.0

Number of Contributors vs. File Size: 20 points

catalog-info.yaml x: 1 # contributors y: 8 lines of code spotify_tensorflow/tfx/utils.py x: 5 # contributors y: 58 lines of code spotify_tensorflow/tfx/tfdv.py x: 8 # contributors y: 106 lines of code spotify_tensorflow/luigi/tensorflow_task.py x: 9 # contributors y: 120 lines of code spotify_tensorflow/luigi/python_dataflow_task.py x: 5 # contributors y: 46 lines of code setup.cfg x: 8 # contributors y: 62 lines of code spotify_tensorflow/luigi/tfx_task.py x: 5 # contributors y: 21 lines of code spotify_tensorflow/__init__.py x: 6 # contributors y: 1 lines of code spotify_tensorflow/dataset.py x: 11 # contributors y: 338 lines of code spotify_tensorflow/example_decoders.py x: 4 # contributors y: 28 lines of code spotify_tensorflow/featran.py x: 4 # contributors y: 59 lines of code spotify_tensorflow/luigi/__init__.py x: 2 # contributors y: 1 lines of code spotify_tensorflow/luigi/utils.py x: 5 # contributors y: 63 lines of code spotify_tensorflow/scripts/__init__.py x: 1 # contributors y: 1 lines of code spotify_tensorflow/scripts/tfr_read.py x: 2 # contributors y: 55 lines of code spotify_tensorflow/tf_schema_utils.py x: 7 # contributors y: 29 lines of code spotify_tensorflow/tfx/__init__.py x: 3 # contributors y: 1 lines of code spotify_tensorflow/tfx/tft.py x: 4 # contributors y: 138 lines of code setup.py x: 5 # contributors y: 2 lines of code MANIFEST.in x: 2 # contributors y: 13 lines of code
338.0
lines of code
  min: 1.0
  average: 57.5
  25th percentile: 3.5
  median: 37.5
  75th percentile: 62.75
  max: 338.0
0 11.0
# contributors
min: 1.0 | average: 4.85 | 25th percentile: 2.25 | median: 5.0 | 75th percentile: 6.75 | max: 11.0