aws / sagemaker-mxnet-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 134 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 1 file changed 21-50 times (39 lines of code)
    • 1 file changed 6-20 times (57 lines of code)
    • 5 files changed 1-5 times (38 lines of code)
0% | 0% | 29% | 42% | 28%
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 134 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 1 file changed by 11-25 contributors (39 lines of code)
    • 0 files changed by 6-10 contributors (0 lines of code)
    • 3 files changed by 2-5 contributors (68 lines of code)
    • 3 files changed by 1 contributor (27 lines of code)
0% | 29% | 0% | 50% | 20%
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, txt, 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% | 0% | 32% | 47% | 20%
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% | 0% | 75% | 0% | 25%
src0% | 0% | 0% | 74% | 25%
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
 39 1 2018-02-07 2020-06-12 30 11 jonathan.esterhazy@gmail.com akarpur@amazon.com
training.py
in src/sagemaker_mxnet_container
 57 6 2018-10-08 2020-06-17 10 3 6631887+laurenyu@users.nore... chai.bapat@gmail.com
__init__.py
in src/sagemaker_mxnet_container
 2 - 2018-10-08 2020-01-07 4 1 6631887+laurenyu@users.nore... 6631887+laurenyu@users.nore...
dockerd-entrypoint.py
in docker/artifacts
 5 - 2020-01-06 2020-01-31 3 2 33526713+arjkesh@users.nore... 33526713+arjkesh@users.nore...
training_utils.py
in src/sagemaker_mxnet_container
 18 2 2018-10-26 2020-01-07 3 1 6631887+laurenyu@users.nore... 6631887+laurenyu@users.nore...
cfg
setup.cfg
in root
 6 - 2018-02-07 2018-08-08 2 2 jonathan.esterhazy@gmail.com jonathan.esterhazy@gmail.com
in
 7 - 2019-06-04 2019-06-04 1 1 6631887+laurenyu@users.nore... 6631887+laurenyu@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
 39 1 2018-02-07 2020-06-12 30 11 jonathan.esterhazy@gmail.com akarpur@amazon.com
training.py
in src/sagemaker_mxnet_container
 57 6 2018-10-08 2020-06-17 10 3 6631887+laurenyu@users.nore... chai.bapat@gmail.com
dockerd-entrypoint.py
in docker/artifacts
 5 - 2020-01-06 2020-01-31 3 2 33526713+arjkesh@users.nore... 33526713+arjkesh@users.nore...
cfg
setup.cfg
in root
 6 - 2018-02-07 2018-08-08 2 2 jonathan.esterhazy@gmail.com jonathan.esterhazy@gmail.com
__init__.py
in src/sagemaker_mxnet_container
 2 - 2018-10-08 2020-01-07 4 1 6631887+laurenyu@users.nore... 6631887+laurenyu@users.nore...
training_utils.py
in src/sagemaker_mxnet_container
 18 2 2018-10-26 2020-01-07 3 1 6631887+laurenyu@users.nore... 6631887+laurenyu@users.nore...
in
 7 - 2019-06-04 2019-06-04 1 1 6631887+laurenyu@users.nore... 6631887+laurenyu@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
training_utils.py
in src/sagemaker_mxnet_container
 18 2 2018-10-26 2020-01-07 3 1 6631887+laurenyu@users.nore... 6631887+laurenyu@users.nore...
in
 7 - 2019-06-04 2019-06-04 1 1 6631887+laurenyu@users.nore... 6631887+laurenyu@users.nore...
__init__.py
in src/sagemaker_mxnet_container
 2 - 2018-10-08 2020-01-07 4 1 6631887+laurenyu@users.nore... 6631887+laurenyu@users.nore...
cfg
setup.cfg
in root
 6 - 2018-02-07 2018-08-08 2 2 jonathan.esterhazy@gmail.com jonathan.esterhazy@gmail.com
dockerd-entrypoint.py
in docker/artifacts
 5 - 2020-01-06 2020-01-31 3 2 33526713+arjkesh@users.nore... 33526713+arjkesh@users.nore...
training.py
in src/sagemaker_mxnet_container
 57 6 2018-10-08 2020-06-17 10 3 6631887+laurenyu@users.nore... chai.bapat@gmail.com
setup.py
in root
 39 1 2018-02-07 2020-06-12 30 11 jonathan.esterhazy@gmail.com akarpur@amazon.com
Correlations

File Size vs. Number of Changes: 7 points

src/sagemaker_mxnet_container/training.py x: 57 lines of code y: 10 # changes setup.py x: 39 lines of code y: 30 # changes docker/artifacts/dockerd-entrypoint.py x: 5 lines of code y: 3 # changes src/sagemaker_mxnet_container/__init__.py x: 2 lines of code y: 4 # changes src/sagemaker_mxnet_container/training_utils.py x: 18 lines of code y: 3 # changes MANIFEST.in x: 7 lines of code y: 1 # changes setup.cfg x: 6 lines of code y: 2 # changes
30.0
# changes
  min: 1.0
  average: 7.57
  25th percentile: 2.0
  median: 3.0
  75th percentile: 10.0
  max: 30.0
0 57.0
lines of code
min: 2.0 | average: 19.14 | 25th percentile: 5.0 | median: 7.0 | 75th percentile: 39.0 | max: 57.0

Number of Contributors vs. Number of Changes: 7 points

src/sagemaker_mxnet_container/training.py x: 3 # contributors y: 10 # changes setup.py x: 11 # contributors y: 30 # changes docker/artifacts/dockerd-entrypoint.py x: 2 # contributors y: 3 # changes src/sagemaker_mxnet_container/__init__.py x: 1 # contributors y: 4 # changes src/sagemaker_mxnet_container/training_utils.py x: 1 # contributors y: 3 # changes MANIFEST.in x: 1 # contributors y: 1 # changes setup.cfg x: 2 # contributors y: 2 # changes
30.0
# changes
  min: 1.0
  average: 7.57
  25th percentile: 2.0
  median: 3.0
  75th percentile: 10.0
  max: 30.0
0 11.0
# contributors
min: 1.0 | average: 3.0 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 3.0 | max: 11.0

Number of Contributors vs. File Size: 7 points

src/sagemaker_mxnet_container/training.py x: 3 # contributors y: 57 lines of code setup.py x: 11 # contributors y: 39 lines of code docker/artifacts/dockerd-entrypoint.py x: 2 # contributors y: 5 lines of code src/sagemaker_mxnet_container/__init__.py x: 1 # contributors y: 2 lines of code src/sagemaker_mxnet_container/training_utils.py x: 1 # contributors y: 18 lines of code MANIFEST.in x: 1 # contributors y: 7 lines of code setup.cfg x: 2 # contributors y: 6 lines of code
57.0
lines of code
  min: 2.0
  average: 19.14
  25th percentile: 5.0
  median: 7.0
  75th percentile: 39.0
  max: 57.0
0 11.0
# contributors
min: 1.0 | average: 3.0 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 3.0 | max: 11.0