aws / aws-step-functions-data-science-sdk-python
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 18 files with 2,148 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 (242 lines of code)
    • 9 files changed 6-20 times (1,060 lines of code)
    • 8 files changed 1-5 times (846 lines of code)
0% | 0% | 11% | 49% | 39%
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 18 files with 2,148 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 2 files changed by 11-25 contributors (475 lines of code)
    • 5 files changed by 6-10 contributors (705 lines of code)
    • 8 files changed by 2-5 contributors (795 lines of code)
    • 3 files changed by 1 contributor (173 lines of code)
0% | 22% | 32% | 37% | 8%
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, rst, md, json, txt, pt, in, ini, cfg, gitignore, bat, yaml
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 11% | 49% | 39%
in0% | 0% | 0% | 0% | 100%
cfg0% | 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
src0% | 0% | 11% | 46% | 41%
doc0% | 0% | 0% | 100% | 0%
ROOT0% | 0% | 0% | 96% | 3%
Most Frequently Changed Files (Top 34)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
sagemaker.py
in src/stepfunctions/steps
 242 9 2020-01-06 2021-11-25 32 15 54326218+shunjd@users.norep... 83104894+ca-nguyen@users.no...
service.py
in src/stepfunctions/steps
 233 24 2019-12-18 2021-11-25 18 11 surivaib@amazon.com 83104894+ca-nguyen@users.no...
__init__.py
in src/stepfunctions/steps
 22 - 2019-12-18 2021-11-08 15 9 surivaib@amazon.com 83104894+ca-nguyen@users.no...
states.py
in src/stepfunctions/steps
 413 70 2019-11-21 2021-10-07 14 9 57991443+andydouglas-exs@us... 83104894+ca-nguyen@users.no...
setup.py
in root
 49 2 2019-11-08 2021-09-11 11 10 4ertugrulkara6@gmail.com shivlaks@amazon.com
compute.py
in src/stepfunctions/steps
 56 4 2020-10-30 2021-05-21 8 7 yoodan@amazon.com 83046180+yuan-bwn@users.nor...
utils.py
in src/stepfunctions/steps
 36 3 2021-05-05 2021-08-20 7 4 yuanbowe@amazon.com 83104894+ca-nguyen@users.no...
conf.py
in doc
 63 1 2020-03-06 2021-01-13 7 5 surivaib@amazon.com 68439146+lialln@users.norep...
integration_resources.py
in src/stepfunctions/steps
 23 2 2021-05-12 2021-10-21 6 4 yuanbowe@amazon.com 83104894+ca-nguyen@users.no...
inference.py
in src/stepfunctions/template/pipeline
 165 5 2020-02-10 2021-01-13 6 6 brightsparc@users.noreply.g... 68439146+lialln@users.norep...
train.py
in src/stepfunctions/template/pipeline
 76 3 2020-08-10 2021-01-13 5 5 brightsparc@gmail.com 68439146+lialln@users.norep...
choice_rule.py
in src/stepfunctions/steps
 197 54 2020-09-21 2021-01-13 4 4 yoodan@amazon.com 68439146+lialln@users.norep...
fields.py
in src/stepfunctions/steps
 36 - 2020-10-30 2021-08-20 3 3 yoodan@amazon.com 83104894+ca-nguyen@users.no...
graph.py
in src/stepfunctions/workflow/widgets
 72 4 2020-04-23 2020-09-21 3 3 alabogus@amazon.com 55562387+vaib-amz@users.nor...
stepfunctions.py
in src/stepfunctions/workflow
 292 27 2020-05-07 2021-09-09 3 3 tuliocasagrande@gmail.com 83104894+ca-nguyen@users.no...
in
 2 - 2019-11-07 2019-11-07 1 1 ertukara@amazon.com ertukara@amazon.com
cloudformation.py
in src/stepfunctions/workflow
 35 2 2021-09-09 2021-09-09 1 1 83104894+ca-nguyen@users.no... 83104894+ca-nguyen@users.no...
placeholders.py
in src/stepfunctions/inputs
 136 20 2019-11-21 2019-11-21 1 1 57991443+andydouglas-exs@us... 57991443+andydouglas-exs@us...
__init__.py
in src/stepfunctions/workflow
 2 -
__init__.py
in src/stepfunctions/template
 2 -
__init__.py
in src/stepfunctions/inputs
 2 -
__init__.py
in src/stepfunctions/template/pipeline
 3 -
__init__.py
in src/stepfunctions/workflow/widgets
 5 -
exceptions.py
in src/stepfunctions
 7 -
cfg
setup.cfg
in root
 11 -
workflows_table.py
in src/stepfunctions/workflow/widgets
 20 2
utils.py
in src/stepfunctions/template
 21 2
utils.py
in src/stepfunctions/inputs
 21 2
executions_table.py
in src/stepfunctions/workflow/widgets
 23 2
__init__.py
in src/stepfunctions
 24 2
utils.py
in src/stepfunctions/workflow
 26 2
utils.py
in src/stepfunctions/workflow/widgets
 33 6
common.py
in src/stepfunctions/template/pipeline
 43 9
events_table.py
in src/stepfunctions/workflow/widgets
 192 13
Files With Most Contributors (Top 34)
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
sagemaker.py
in src/stepfunctions/steps
 242 9 2020-01-06 2021-11-25 32 15 54326218+shunjd@users.norep... 83104894+ca-nguyen@users.no...
service.py
in src/stepfunctions/steps
 233 24 2019-12-18 2021-11-25 18 11 surivaib@amazon.com 83104894+ca-nguyen@users.no...
setup.py
in root
 49 2 2019-11-08 2021-09-11 11 10 4ertugrulkara6@gmail.com shivlaks@amazon.com
__init__.py
in src/stepfunctions/steps
 22 - 2019-12-18 2021-11-08 15 9 surivaib@amazon.com 83104894+ca-nguyen@users.no...
states.py
in src/stepfunctions/steps
 413 70 2019-11-21 2021-10-07 14 9 57991443+andydouglas-exs@us... 83104894+ca-nguyen@users.no...
compute.py
in src/stepfunctions/steps
 56 4 2020-10-30 2021-05-21 8 7 yoodan@amazon.com 83046180+yuan-bwn@users.nor...
inference.py
in src/stepfunctions/template/pipeline
 165 5 2020-02-10 2021-01-13 6 6 brightsparc@users.noreply.g... 68439146+lialln@users.norep...
conf.py
in doc
 63 1 2020-03-06 2021-01-13 7 5 surivaib@amazon.com 68439146+lialln@users.norep...
train.py
in src/stepfunctions/template/pipeline
 76 3 2020-08-10 2021-01-13 5 5 brightsparc@gmail.com 68439146+lialln@users.norep...
utils.py
in src/stepfunctions/steps
 36 3 2021-05-05 2021-08-20 7 4 yuanbowe@amazon.com 83104894+ca-nguyen@users.no...
integration_resources.py
in src/stepfunctions/steps
 23 2 2021-05-12 2021-10-21 6 4 yuanbowe@amazon.com 83104894+ca-nguyen@users.no...
choice_rule.py
in src/stepfunctions/steps
 197 54 2020-09-21 2021-01-13 4 4 yoodan@amazon.com 68439146+lialln@users.norep...
fields.py
in src/stepfunctions/steps
 36 - 2020-10-30 2021-08-20 3 3 yoodan@amazon.com 83104894+ca-nguyen@users.no...
graph.py
in src/stepfunctions/workflow/widgets
 72 4 2020-04-23 2020-09-21 3 3 alabogus@amazon.com 55562387+vaib-amz@users.nor...
stepfunctions.py
in src/stepfunctions/workflow
 292 27 2020-05-07 2021-09-09 3 3 tuliocasagrande@gmail.com 83104894+ca-nguyen@users.no...
placeholders.py
in src/stepfunctions/inputs
 136 20 2019-11-21 2019-11-21 1 1 57991443+andydouglas-exs@us... 57991443+andydouglas-exs@us...
cloudformation.py
in src/stepfunctions/workflow
 35 2 2021-09-09 2021-09-09 1 1 83104894+ca-nguyen@users.no... 83104894+ca-nguyen@users.no...
in
 2 - 2019-11-07 2019-11-07 1 1 ertukara@amazon.com ertukara@amazon.com
__init__.py
in src/stepfunctions/inputs
 2 -
utils.py
in src/stepfunctions/inputs
 21 2
__init__.py
in src/stepfunctions
 24 2
exceptions.py
in src/stepfunctions
 7 -
__init__.py
in src/stepfunctions/template/pipeline
 3 -
common.py
in src/stepfunctions/template/pipeline
 43 9
__init__.py
in src/stepfunctions/template
 2 -
utils.py
in src/stepfunctions/template
 21 2
__init__.py
in src/stepfunctions/workflow/widgets
 5 -
workflows_table.py
in src/stepfunctions/workflow/widgets
 20 2
events_table.py
in src/stepfunctions/workflow/widgets
 192 13
utils.py
in src/stepfunctions/workflow/widgets
 33 6
executions_table.py
in src/stepfunctions/workflow/widgets
 23 2
__init__.py
in src/stepfunctions/workflow
 2 -
utils.py
in src/stepfunctions/workflow
 26 2
cfg
setup.cfg
in root
 11 -
Files With Least Contributors (Top 34)
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
events_table.py
in src/stepfunctions/workflow/widgets
 192 13
common.py
in src/stepfunctions/template/pipeline
 43 9
utils.py
in src/stepfunctions/workflow/widgets
 33 6
utils.py
in src/stepfunctions/workflow
 26 2
__init__.py
in src/stepfunctions
 24 2
executions_table.py
in src/stepfunctions/workflow/widgets
 23 2
utils.py
in src/stepfunctions/inputs
 21 2
utils.py
in src/stepfunctions/template
 21 2
workflows_table.py
in src/stepfunctions/workflow/widgets
 20 2
cfg
setup.cfg
in root
 11 -
exceptions.py
in src/stepfunctions
 7 -
__init__.py
in src/stepfunctions/workflow/widgets
 5 -
__init__.py
in src/stepfunctions/template/pipeline
 3 -
__init__.py
in src/stepfunctions/inputs
 2 -
__init__.py
in src/stepfunctions/template
 2 -
__init__.py
in src/stepfunctions/workflow
 2 -
placeholders.py
in src/stepfunctions/inputs
 136 20 2019-11-21 2019-11-21 1 1 57991443+andydouglas-exs@us... 57991443+andydouglas-exs@us...
cloudformation.py
in src/stepfunctions/workflow
 35 2 2021-09-09 2021-09-09 1 1 83104894+ca-nguyen@users.no... 83104894+ca-nguyen@users.no...
in
 2 - 2019-11-07 2019-11-07 1 1 ertukara@amazon.com ertukara@amazon.com
stepfunctions.py
in src/stepfunctions/workflow
 292 27 2020-05-07 2021-09-09 3 3 tuliocasagrande@gmail.com 83104894+ca-nguyen@users.no...
graph.py
in src/stepfunctions/workflow/widgets
 72 4 2020-04-23 2020-09-21 3 3 alabogus@amazon.com 55562387+vaib-amz@users.nor...
fields.py
in src/stepfunctions/steps
 36 - 2020-10-30 2021-08-20 3 3 yoodan@amazon.com 83104894+ca-nguyen@users.no...
choice_rule.py
in src/stepfunctions/steps
 197 54 2020-09-21 2021-01-13 4 4 yoodan@amazon.com 68439146+lialln@users.norep...
utils.py
in src/stepfunctions/steps
 36 3 2021-05-05 2021-08-20 7 4 yuanbowe@amazon.com 83104894+ca-nguyen@users.no...
integration_resources.py
in src/stepfunctions/steps
 23 2 2021-05-12 2021-10-21 6 4 yuanbowe@amazon.com 83104894+ca-nguyen@users.no...
train.py
in src/stepfunctions/template/pipeline
 76 3 2020-08-10 2021-01-13 5 5 brightsparc@gmail.com 68439146+lialln@users.norep...
conf.py
in doc
 63 1 2020-03-06 2021-01-13 7 5 surivaib@amazon.com 68439146+lialln@users.norep...
inference.py
in src/stepfunctions/template/pipeline
 165 5 2020-02-10 2021-01-13 6 6 brightsparc@users.noreply.g... 68439146+lialln@users.norep...
compute.py
in src/stepfunctions/steps
 56 4 2020-10-30 2021-05-21 8 7 yoodan@amazon.com 83046180+yuan-bwn@users.nor...
states.py
in src/stepfunctions/steps
 413 70 2019-11-21 2021-10-07 14 9 57991443+andydouglas-exs@us... 83104894+ca-nguyen@users.no...
__init__.py
in src/stepfunctions/steps
 22 - 2019-12-18 2021-11-08 15 9 surivaib@amazon.com 83104894+ca-nguyen@users.no...
setup.py
in root
 49 2 2019-11-08 2021-09-11 11 10 4ertugrulkara6@gmail.com shivlaks@amazon.com
service.py
in src/stepfunctions/steps
 233 24 2019-12-18 2021-11-25 18 11 surivaib@amazon.com 83104894+ca-nguyen@users.no...
sagemaker.py
in src/stepfunctions/steps
 242 9 2020-01-06 2021-11-25 32 15 54326218+shunjd@users.norep... 83104894+ca-nguyen@users.no...
Correlations

File Size vs. Number of Changes: 18 points

src/stepfunctions/steps/sagemaker.py x: 242 lines of code y: 32 # changes src/stepfunctions/steps/service.py x: 233 lines of code y: 18 # changes src/stepfunctions/steps/__init__.py x: 22 lines of code y: 15 # changes src/stepfunctions/steps/integration_resources.py x: 23 lines of code y: 6 # changes src/stepfunctions/steps/states.py x: 413 lines of code y: 14 # changes setup.py x: 49 lines of code y: 11 # changes src/stepfunctions/workflow/cloudformation.py x: 35 lines of code y: 1 # changes src/stepfunctions/workflow/stepfunctions.py x: 292 lines of code y: 3 # changes src/stepfunctions/steps/fields.py x: 36 lines of code y: 3 # changes src/stepfunctions/steps/utils.py x: 36 lines of code y: 7 # changes src/stepfunctions/steps/compute.py x: 56 lines of code y: 8 # changes doc/conf.py x: 63 lines of code y: 7 # changes src/stepfunctions/steps/choice_rule.py x: 197 lines of code y: 4 # changes src/stepfunctions/template/pipeline/inference.py x: 165 lines of code y: 6 # changes src/stepfunctions/template/pipeline/train.py x: 76 lines of code y: 5 # changes src/stepfunctions/workflow/widgets/graph.py x: 72 lines of code y: 3 # changes src/stepfunctions/inputs/placeholders.py x: 136 lines of code y: 1 # changes MANIFEST.in x: 2 lines of code y: 1 # changes
32.0
# changes
  min: 1.0
  average: 8.06
  25th percentile: 3.0
  median: 6.0
  75th percentile: 11.75
  max: 32.0
0 413.0
lines of code
min: 2.0 | average: 119.33 | 25th percentile: 35.75 | median: 67.5 | 75th percentile: 206.0 | max: 413.0

Number of Contributors vs. Number of Changes: 18 points

src/stepfunctions/steps/sagemaker.py x: 15 # contributors y: 32 # changes src/stepfunctions/steps/service.py x: 11 # contributors y: 18 # changes src/stepfunctions/steps/__init__.py x: 9 # contributors y: 15 # changes src/stepfunctions/steps/integration_resources.py x: 4 # contributors y: 6 # changes src/stepfunctions/steps/states.py x: 9 # contributors y: 14 # changes setup.py x: 10 # contributors y: 11 # changes src/stepfunctions/workflow/cloudformation.py x: 1 # contributors y: 1 # changes src/stepfunctions/workflow/stepfunctions.py x: 3 # contributors y: 3 # changes src/stepfunctions/steps/utils.py x: 4 # contributors y: 7 # changes src/stepfunctions/steps/compute.py x: 7 # contributors y: 8 # changes doc/conf.py x: 5 # contributors y: 7 # changes src/stepfunctions/steps/choice_rule.py x: 4 # contributors y: 4 # changes src/stepfunctions/template/pipeline/inference.py x: 6 # contributors y: 6 # changes src/stepfunctions/template/pipeline/train.py x: 5 # contributors y: 5 # changes
32.0
# changes
  min: 1.0
  average: 8.06
  25th percentile: 3.0
  median: 6.0
  75th percentile: 11.75
  max: 32.0
0 15.0
# contributors
min: 1.0 | average: 5.61 | 25th percentile: 3.0 | median: 4.5 | 75th percentile: 9.0 | max: 15.0

Number of Contributors vs. File Size: 18 points

src/stepfunctions/steps/sagemaker.py x: 15 # contributors y: 242 lines of code src/stepfunctions/steps/service.py x: 11 # contributors y: 233 lines of code src/stepfunctions/steps/__init__.py x: 9 # contributors y: 22 lines of code src/stepfunctions/steps/integration_resources.py x: 4 # contributors y: 23 lines of code src/stepfunctions/steps/states.py x: 9 # contributors y: 413 lines of code setup.py x: 10 # contributors y: 49 lines of code src/stepfunctions/workflow/cloudformation.py x: 1 # contributors y: 35 lines of code src/stepfunctions/workflow/stepfunctions.py x: 3 # contributors y: 292 lines of code src/stepfunctions/steps/fields.py x: 3 # contributors y: 36 lines of code src/stepfunctions/steps/utils.py x: 4 # contributors y: 36 lines of code src/stepfunctions/steps/compute.py x: 7 # contributors y: 56 lines of code doc/conf.py x: 5 # contributors y: 63 lines of code src/stepfunctions/steps/choice_rule.py x: 4 # contributors y: 197 lines of code src/stepfunctions/template/pipeline/inference.py x: 6 # contributors y: 165 lines of code src/stepfunctions/template/pipeline/train.py x: 5 # contributors y: 76 lines of code src/stepfunctions/workflow/widgets/graph.py x: 3 # contributors y: 72 lines of code src/stepfunctions/inputs/placeholders.py x: 1 # contributors y: 136 lines of code MANIFEST.in x: 1 # contributors y: 2 lines of code
413.0
lines of code
  min: 2.0
  average: 119.33
  25th percentile: 35.75
  median: 67.5
  75th percentile: 206.0
  max: 413.0
0 15.0
# contributors
min: 1.0 | average: 5.61 | 25th percentile: 3.0 | median: 4.5 | 75th percentile: 9.0 | max: 15.0