aws / sagemaker-pytorch-training-toolkit
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 7 files with 164 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 1 file changed 51-100 times (37 lines of code)
    • 0 files changed 21-50 times (0 lines of code)
    • 1 file changed 6-20 times (98 lines of code)
    • 5 files changed 1-5 times (29 lines of code)
0% | 22% | 0% | 59% | 17%
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 7 files with 164 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 2 files changed by 11-25 contributors (135 lines of code)
    • 0 files changed by 6-10 contributors (0 lines of code)
    • 2 files changed by 2-5 contributors (6 lines of code)
    • 3 files changed by 1 contributor (23 lines of code)
0% | 82% | 0% | 3% | 14%
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, md, yaml, c, pt, txt, sh, in, ini, cfg, gitignore, rst, json
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 27% | 0% | 72% | <1%
c0% | 0% | 0% | 0% | 100%
in0% | 0% | 0% | 0% | 100%
cfg0% | 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
ROOT0% | 75% | 0% | 0% | 24%
src0% | 0% | 0% | 98% | 1%
lib0% | 0% | 0% | 0% | 100%
docker0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 7)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
setup.py
in root
 37 1 2018-03-20 2023-04-27 56 20 32335935+nadiaya@users.nore... liu.yu5@outlook.com
training.py
in src/sagemaker_pytorch_container
 98 6 2018-05-25 2023-10-20 17 12 32335935+nadiaya@users.nore... 89424143+mufaddal-rohawala@...
__init__.py
in src/sagemaker_pytorch_container
 1 - 2018-05-25 2020-01-07 2 2 32335935+nadiaya@users.nore... 6631887+laurenyu@users.nore...
cfg
setup.cfg
in root
 5 - 2018-03-20 2018-04-16 2 2 32335935+nadiaya@users.nore... jonathan.esterhazy@gmail.com
8 1 2018-05-25 2020-06-10 2 1 32335935+nadiaya@users.nore... 32335935+nadiaya@users.nore...
in
 7 - 2020-02-06 2020-02-06 1 1 32335935+nadiaya@users.nore... 32335935+nadiaya@users.nore...
changehostname.c
in docker/build_artifacts
 8 1 2020-01-09 2020-01-09 1 1 54188298+saimidu@users.nore... 54188298+saimidu@users.nore...
Files With Most Contributors (Top 7)
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
 37 1 2018-03-20 2023-04-27 56 20 32335935+nadiaya@users.nore... liu.yu5@outlook.com
training.py
in src/sagemaker_pytorch_container
 98 6 2018-05-25 2023-10-20 17 12 32335935+nadiaya@users.nore... 89424143+mufaddal-rohawala@...
__init__.py
in src/sagemaker_pytorch_container
 1 - 2018-05-25 2020-01-07 2 2 32335935+nadiaya@users.nore... 6631887+laurenyu@users.nore...
cfg
setup.cfg
in root
 5 - 2018-03-20 2018-04-16 2 2 32335935+nadiaya@users.nore... jonathan.esterhazy@gmail.com
8 1 2018-05-25 2020-06-10 2 1 32335935+nadiaya@users.nore... 32335935+nadiaya@users.nore...
in
 7 - 2020-02-06 2020-02-06 1 1 32335935+nadiaya@users.nore... 32335935+nadiaya@users.nore...
changehostname.c
in docker/build_artifacts
 8 1 2020-01-09 2020-01-09 1 1 54188298+saimidu@users.nore... 54188298+saimidu@users.nore...
Files With Least Contributors (Top 7)
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 1 2018-05-25 2020-06-10 2 1 32335935+nadiaya@users.nore... 32335935+nadiaya@users.nore...
changehostname.c
in docker/build_artifacts
 8 1 2020-01-09 2020-01-09 1 1 54188298+saimidu@users.nore... 54188298+saimidu@users.nore...
in
 7 - 2020-02-06 2020-02-06 1 1 32335935+nadiaya@users.nore... 32335935+nadiaya@users.nore...
cfg
setup.cfg
in root
 5 - 2018-03-20 2018-04-16 2 2 32335935+nadiaya@users.nore... jonathan.esterhazy@gmail.com
__init__.py
in src/sagemaker_pytorch_container
 1 - 2018-05-25 2020-01-07 2 2 32335935+nadiaya@users.nore... 6631887+laurenyu@users.nore...
training.py
in src/sagemaker_pytorch_container
 98 6 2018-05-25 2023-10-20 17 12 32335935+nadiaya@users.nore... 89424143+mufaddal-rohawala@...
setup.py
in root
 37 1 2018-03-20 2023-04-27 56 20 32335935+nadiaya@users.nore... liu.yu5@outlook.com
Correlations

File Size vs. Number of Changes: 7 points

src/sagemaker_pytorch_container/training.py x: 98 lines of code y: 17 # changes setup.py x: 37 lines of code y: 56 # changes lib/changehostname.c x: 8 lines of code y: 2 # changes MANIFEST.in x: 7 lines of code y: 1 # changes docker/build_artifacts/changehostname.c x: 8 lines of code y: 1 # changes src/sagemaker_pytorch_container/__init__.py x: 1 lines of code y: 2 # changes setup.cfg x: 5 lines of code y: 2 # changes
56.0
# changes
  min: 1.0
  average: 11.57
  25th percentile: 1.0
  median: 2.0
  75th percentile: 17.0
  max: 56.0
0 98.0
lines of code
min: 1.0 | average: 23.43 | 25th percentile: 5.0 | median: 8.0 | 75th percentile: 37.0 | max: 98.0

Number of Contributors vs. Number of Changes: 7 points

src/sagemaker_pytorch_container/training.py x: 12 # contributors y: 17 # changes setup.py x: 20 # contributors y: 56 # changes lib/changehostname.c x: 1 # contributors y: 2 # changes MANIFEST.in x: 1 # contributors y: 1 # changes src/sagemaker_pytorch_container/__init__.py x: 2 # contributors y: 2 # changes
56.0
# changes
  min: 1.0
  average: 11.57
  25th percentile: 1.0
  median: 2.0
  75th percentile: 17.0
  max: 56.0
0 20.0
# contributors
min: 1.0 | average: 5.57 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 12.0 | max: 20.0

Number of Contributors vs. File Size: 7 points

src/sagemaker_pytorch_container/training.py x: 12 # contributors y: 98 lines of code setup.py x: 20 # contributors y: 37 lines of code lib/changehostname.c x: 1 # contributors y: 8 lines of code MANIFEST.in x: 1 # contributors y: 7 lines of code src/sagemaker_pytorch_container/__init__.py x: 2 # contributors y: 1 lines of code setup.cfg x: 2 # contributors y: 5 lines of code
98.0
lines of code
  min: 1.0
  average: 23.43
  25th percentile: 5.0
  median: 8.0
  75th percentile: 37.0
  max: 98.0
0 20.0
# contributors
min: 1.0 | average: 5.57 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 12.0 | max: 20.0