aws / sagemaker-scikit-learn-container
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 12 files with 439 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 (38 lines of code)
    • 3 files changed 6-20 times (91 lines of code)
    • 8 files changed 1-5 times (310 lines of code)
0% | 0% | 8% | 20% | 70%
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 12 files with 439 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 1 file changed by 11-25 contributors (38 lines of code)
    • 2 files changed by 6-10 contributors (86 lines of code)
    • 6 files changed by 2-5 contributors (220 lines of code)
    • 3 files changed by 1 contributor (95 lines of code)
0% | 8% | 19% | 50% | 21%
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, txt, in, ini, cfg, gitignore, dockerignore, rst, java, json
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 10% | 23% | 65%
cfg0% | 0% | 0% | 100% | 0%
java0% | 0% | 0% | 0% | 100%
in0% | 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% | 79% | 10% | 10%
src0% | 0% | 0% | 26% | 73%
docker0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 12)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
setup.py
in root
 38 1 2018-11-27 2024-10-10 22 16 39601338+ericaws@users.nore... mail@e-davidson.com
serving.py
in src/sagemaker_sklearn_container
 73 10 2018-11-27 2023-04-12 11 7 39601338+ericaws@users.nore... 15115482+mabunday@users.nor...
cfg
setup.cfg
in root
 5 - 2018-11-27 2020-06-08 7 5 39601338+ericaws@users.nore... 63808583+balajitummala@user...
training.py
in src/sagemaker_sklearn_container
 13 2 2018-11-27 2020-06-01 7 6 39601338+ericaws@users.nore... tummab@amazon.com
in
 5 - 2019-11-13 2020-06-02 4 3 dohyeong@amazon.com kimedw@amazon.com
handler_service.py
in src/sagemaker_sklearn_container
 28 5 2019-11-13 2020-06-08 4 3 dohyeong@amazon.com tummab@amazon.com
model_server.py
in src/sagemaker_sklearn_container/mms_patch
 112 10 2019-11-21 2020-06-08 4 3 dohyeong@amazon.com tummab@amazon.com
__init__.py
in src/sagemaker_sklearn_container/mms_patch
 1 - 2019-11-21 2020-06-08 2 2 dohyeong@amazon.com 63808583+balajitummala@user...
serving_mms.py
in src/sagemaker_sklearn_container
 69 6 2020-06-05 2020-06-08 2 2 tummab@amazon.com tummab@amazon.com
__init__.py
in src/sagemaker_sklearn_container
 1 - 2018-11-27 2018-11-27 1 1 39601338+ericaws@users.nore... 39601338+ericaws@users.nore...
exceptions.py
in src/sagemaker_sklearn_container
 29 5 2023-04-12 2023-04-12 1 1 15115482+mabunday@users.nor... 15115482+mabunday@users.nor...
ExecutionParameters.java
in docker/1.2-1/resources/mms
 65 8 2023-02-24 2023-02-24 1 1 57682969+malav-shastri@user... 57682969+malav-shastri@user...
Files With Most Contributors (Top 12)
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
 38 1 2018-11-27 2024-10-10 22 16 39601338+ericaws@users.nore... mail@e-davidson.com
serving.py
in src/sagemaker_sklearn_container
 73 10 2018-11-27 2023-04-12 11 7 39601338+ericaws@users.nore... 15115482+mabunday@users.nor...
training.py
in src/sagemaker_sklearn_container
 13 2 2018-11-27 2020-06-01 7 6 39601338+ericaws@users.nore... tummab@amazon.com
cfg
setup.cfg
in root
 5 - 2018-11-27 2020-06-08 7 5 39601338+ericaws@users.nore... 63808583+balajitummala@user...
model_server.py
in src/sagemaker_sklearn_container/mms_patch
 112 10 2019-11-21 2020-06-08 4 3 dohyeong@amazon.com tummab@amazon.com
handler_service.py
in src/sagemaker_sklearn_container
 28 5 2019-11-13 2020-06-08 4 3 dohyeong@amazon.com tummab@amazon.com
in
 5 - 2019-11-13 2020-06-02 4 3 dohyeong@amazon.com kimedw@amazon.com
__init__.py
in src/sagemaker_sklearn_container/mms_patch
 1 - 2019-11-21 2020-06-08 2 2 dohyeong@amazon.com 63808583+balajitummala@user...
serving_mms.py
in src/sagemaker_sklearn_container
 69 6 2020-06-05 2020-06-08 2 2 tummab@amazon.com tummab@amazon.com
__init__.py
in src/sagemaker_sklearn_container
 1 - 2018-11-27 2018-11-27 1 1 39601338+ericaws@users.nore... 39601338+ericaws@users.nore...
exceptions.py
in src/sagemaker_sklearn_container
 29 5 2023-04-12 2023-04-12 1 1 15115482+mabunday@users.nor... 15115482+mabunday@users.nor...
ExecutionParameters.java
in docker/1.2-1/resources/mms
 65 8 2023-02-24 2023-02-24 1 1 57682969+malav-shastri@user... 57682969+malav-shastri@user...
Files With Least Contributors (Top 12)
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
ExecutionParameters.java
in docker/1.2-1/resources/mms
 65 8 2023-02-24 2023-02-24 1 1 57682969+malav-shastri@user... 57682969+malav-shastri@user...
exceptions.py
in src/sagemaker_sklearn_container
 29 5 2023-04-12 2023-04-12 1 1 15115482+mabunday@users.nor... 15115482+mabunday@users.nor...
__init__.py
in src/sagemaker_sklearn_container
 1 - 2018-11-27 2018-11-27 1 1 39601338+ericaws@users.nore... 39601338+ericaws@users.nore...
serving_mms.py
in src/sagemaker_sklearn_container
 69 6 2020-06-05 2020-06-08 2 2 tummab@amazon.com tummab@amazon.com
__init__.py
in src/sagemaker_sklearn_container/mms_patch
 1 - 2019-11-21 2020-06-08 2 2 dohyeong@amazon.com 63808583+balajitummala@user...
model_server.py
in src/sagemaker_sklearn_container/mms_patch
 112 10 2019-11-21 2020-06-08 4 3 dohyeong@amazon.com tummab@amazon.com
handler_service.py
in src/sagemaker_sklearn_container
 28 5 2019-11-13 2020-06-08 4 3 dohyeong@amazon.com tummab@amazon.com
in
 5 - 2019-11-13 2020-06-02 4 3 dohyeong@amazon.com kimedw@amazon.com
cfg
setup.cfg
in root
 5 - 2018-11-27 2020-06-08 7 5 39601338+ericaws@users.nore... 63808583+balajitummala@user...
training.py
in src/sagemaker_sklearn_container
 13 2 2018-11-27 2020-06-01 7 6 39601338+ericaws@users.nore... tummab@amazon.com
serving.py
in src/sagemaker_sklearn_container
 73 10 2018-11-27 2023-04-12 11 7 39601338+ericaws@users.nore... 15115482+mabunday@users.nor...
setup.py
in root
 38 1 2018-11-27 2024-10-10 22 16 39601338+ericaws@users.nore... mail@e-davidson.com
Correlations

File Size vs. Number of Changes: 12 points

setup.py x: 38 lines of code y: 22 # changes src/sagemaker_sklearn_container/exceptions.py x: 29 lines of code y: 1 # changes src/sagemaker_sklearn_container/serving.py x: 73 lines of code y: 11 # changes docker/1.2-1/resources/mms/ExecutionParameters.java x: 65 lines of code y: 1 # changes setup.cfg x: 5 lines of code y: 7 # changes src/sagemaker_sklearn_container/handler_service.py x: 28 lines of code y: 4 # changes src/sagemaker_sklearn_container/mms_patch/__init__.py x: 1 lines of code y: 2 # changes src/sagemaker_sklearn_container/mms_patch/model_server.py x: 112 lines of code y: 4 # changes src/sagemaker_sklearn_container/serving_mms.py x: 69 lines of code y: 2 # changes MANIFEST.in x: 5 lines of code y: 4 # changes src/sagemaker_sklearn_container/training.py x: 13 lines of code y: 7 # changes src/sagemaker_sklearn_container/__init__.py x: 1 lines of code y: 1 # changes
22.0
# changes
  min: 1.0
  average: 5.5
  25th percentile: 1.25
  median: 4.0
  75th percentile: 7.0
  max: 22.0
0 112.0
lines of code
min: 1.0 | average: 36.58 | 25th percentile: 5.0 | median: 28.5 | 75th percentile: 68.0 | max: 112.0

Number of Contributors vs. Number of Changes: 12 points

setup.py x: 16 # contributors y: 22 # changes src/sagemaker_sklearn_container/exceptions.py x: 1 # contributors y: 1 # changes src/sagemaker_sklearn_container/serving.py x: 7 # contributors y: 11 # changes setup.cfg x: 5 # contributors y: 7 # changes src/sagemaker_sklearn_container/handler_service.py x: 3 # contributors y: 4 # changes src/sagemaker_sklearn_container/mms_patch/__init__.py x: 2 # contributors y: 2 # changes src/sagemaker_sklearn_container/training.py x: 6 # contributors y: 7 # changes
22.0
# changes
  min: 1.0
  average: 5.5
  25th percentile: 1.25
  median: 4.0
  75th percentile: 7.0
  max: 22.0
0 16.0
# contributors
min: 1.0 | average: 4.17 | 25th percentile: 1.25 | median: 3.0 | 75th percentile: 5.75 | max: 16.0

Number of Contributors vs. File Size: 12 points

setup.py x: 16 # contributors y: 38 lines of code src/sagemaker_sklearn_container/exceptions.py x: 1 # contributors y: 29 lines of code src/sagemaker_sklearn_container/serving.py x: 7 # contributors y: 73 lines of code docker/1.2-1/resources/mms/ExecutionParameters.java x: 1 # contributors y: 65 lines of code setup.cfg x: 5 # contributors y: 5 lines of code src/sagemaker_sklearn_container/handler_service.py x: 3 # contributors y: 28 lines of code src/sagemaker_sklearn_container/mms_patch/__init__.py x: 2 # contributors y: 1 lines of code src/sagemaker_sklearn_container/mms_patch/model_server.py x: 3 # contributors y: 112 lines of code src/sagemaker_sklearn_container/serving_mms.py x: 2 # contributors y: 69 lines of code MANIFEST.in x: 3 # contributors y: 5 lines of code src/sagemaker_sklearn_container/training.py x: 6 # contributors y: 13 lines of code src/sagemaker_sklearn_container/__init__.py x: 1 # contributors y: 1 lines of code
112.0
lines of code
  min: 1.0
  average: 36.58
  25th percentile: 5.0
  median: 28.5
  75th percentile: 68.0
  max: 112.0
0 16.0
# contributors
min: 1.0 | average: 4.17 | 25th percentile: 1.25 | median: 3.0 | 75th percentile: 5.75 | max: 16.0