azure / RAI-vNext-Preview
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 48 files with 5,192 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 (651 lines of code)
    • 18 files changed 6-20 times (3,304 lines of code)
    • 28 files changed 1-5 times (1,237 lines of code)
0% | 0% | 12% | 63% | 23%
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 48 files with 5,192 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 0 files changed by 11-25 contributors (0 lines of code)
    • 3 files changed by 6-10 contributors (776 lines of code)
    • 37 files changed by 2-5 contributors (4,018 lines of code)
    • 8 files changed by 1 contributor (398 lines of code)
0% | 0% | 14% | 77% | 7%
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, yaml, json, md, ps1, txt, ipynb, cfg, ini, gitignore, bash
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 16% | 75% | 7%
yaml0% | 0% | 0% | 38% | 61%
ps10% | 0% | 0% | 9% | 90%
bash0% | 0% | 0% | 100% | 0%
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
src0% | 0% | 17% | 67% | 15%
single-rai-job0% | 0% | 0% | 79% | 20%
azuredevops0% | 0% | 0% | 70% | 29%
scripts0% | 0% | 0% | 18% | 81%
ROOT0% | 0% | 0% | 94% | 5%
Most Frequently Changed Files (Top 48)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
rai_component_utilities.py
in src/responsibleai/rai_analyse
 477 26 2022-01-06 2024-03-28 32 9 riedgar@microsoft.com ilmat@microsoft.com
create_rai_insights.py
in src/responsibleai/rai_analyse
 174 5 2022-01-06 2023-10-31 22 7 riedgar@microsoft.com romanlutz13@gmail.com
gather_rai_insights.py
in src/responsibleai/rai_analyse
 125 3 2022-01-06 2023-10-31 15 6 riedgar@microsoft.com romanlutz13@gmail.com
_rai_insight_data.py
in src/responsibleai/rai_analyse/_score_card
 571 42 2022-05-17 2023-09-21 15 4 kicha@microsoft.com kicha@microsoft.com
constants.py
in src/responsibleai/rai_analyse
 55 - 2022-01-06 2023-10-31 12 5 riedgar@microsoft.com romanlutz13@gmail.com
common_components.py
in src/responsibleai/rai_analyse/_score_card
 601 23 2022-05-17 2023-06-26 11 3 kicha@microsoft.com 91754176+tongyu-microsoft@u...
PR-Gate.yaml
in azuredevops
 102 - 2022-01-06 2024-07-10 10 5 riedgar@microsoft.com vikarant@microsoft.com
create_score_card.py
in src/responsibleai/rai_analyse
 255 16 2022-05-17 2023-08-29 10 4 kicha@microsoft.com ilmat@microsoft.com
classification_components.py
in src/responsibleai/rai_analyse/_score_card
 379 9 2022-05-17 2023-06-07 10 2 kicha@microsoft.com kicha@microsoft.com
component_rai_insights.yaml
in src/responsibleai
 62 - 2022-01-06 2024-03-27 9 5 riedgar@microsoft.com ilmat@microsoft.com
43 - 2022-04-05 2024-07-10 8 4 riedgar@microsoft.com vikarant@microsoft.com
105 5 2022-01-11 2023-03-17 8 3 riedgar@microsoft.com 47334368+gaugup@users.norep...
regression_components.py
in src/responsibleai/rai_analyse/_score_card
 289 11 2022-05-17 2023-03-17 7 3 kicha@microsoft.com 47334368+gaugup@users.norep...
38 - 2022-04-29 2024-07-10 6 3 riedgar@microsoft.com vikarant@microsoft.com
create_explanation.py
in src/responsibleai/rai_analyse
 49 3 2022-01-06 2023-08-29 6 4 riedgar@microsoft.com ilmat@microsoft.com
create_error_analysis.py
in src/responsibleai/rai_analyse
 60 3 2022-01-06 2023-08-29 6 4 riedgar@microsoft.com ilmat@microsoft.com
61 - 2022-04-08 2024-07-10 6 2 riedgar@microsoft.com vikarant@microsoft.com
create_counterfactual.py
in src/responsibleai/rai_analyse
 67 3 2022-01-06 2023-08-29 6 4 riedgar@microsoft.com ilmat@microsoft.com
Build-Update-Dev.yaml
in azuredevops
 102 - 2022-04-12 2024-07-10 6 5 riedgar@microsoft.com vikarant@microsoft.com
run_rai.py
in single-rai-job/src
 340 13 2022-03-09 2024-02-06 6 4 riedgar@microsoft.com jameschao@microsoft.com
component_counterfactual.yaml
in src/responsibleai
 46 - 2022-01-06 2024-03-27 5 3 riedgar@microsoft.com ilmat@microsoft.com
component_causal.yaml
in src/responsibleai
 75 - 2022-01-06 2024-03-27 5 2 riedgar@microsoft.com ilmat@microsoft.com
create_causal.py
in src/responsibleai/rai_analyse
 88 3 2022-01-06 2023-08-29 5 4 riedgar@microsoft.com ilmat@microsoft.com
conda_dependencies.yaml
in src/responsibleai/docker_env
 20 - 2024-05-21 2025-02-26 4 3 ilmat@microsoft.com ilmat@microsoft.com
component_error_analysis.yaml
in src/responsibleai
 33 - 2022-01-06 2024-03-27 4 2 riedgar@microsoft.com ilmat@microsoft.com
36 - 2022-01-06 2024-03-27 4 3 riedgar@microsoft.com ilmat@microsoft.com
arg_helpers.py
in src/responsibleai/rai_analyse
 57 7 2022-01-06 2023-03-17 4 3 riedgar@microsoft.com 47334368+gaugup@users.norep...
167 - 2022-01-06 2022-10-28 4 2 riedgar@microsoft.com kicha@microsoft.com
4 - 2022-04-20 2022-10-28 3 2 riedgar@microsoft.com kicha@microsoft.com
4 - 2022-04-20 2022-10-28 3 2 riedgar@microsoft.com kicha@microsoft.com
responsibleai-environment.yaml
in src/responsibleai
 5 - 2022-01-06 2022-05-17 3 3 riedgar@microsoft.com kicha@microsoft.com
6 - 2022-01-06 2022-10-26 3 2 riedgar@microsoft.com kicha@microsoft.com
17 - 2022-01-06 2024-03-27 3 2 riedgar@microsoft.com ilmat@microsoft.com
17 - 2022-01-27 2024-03-27 3 2 riedgar@microsoft.com ilmat@microsoft.com
component_explain.yaml
in src/responsibleai
 20 - 2022-01-06 2024-03-27 3 2 riedgar@microsoft.com ilmat@microsoft.com
24 - 2022-05-17 2024-03-27 3 2 kicha@microsoft.com ilmat@microsoft.com
component_register_model.yaml
in src/responsibleai
 25 - 2022-01-06 2024-03-27 3 2 riedgar@microsoft.com ilmat@microsoft.com
Run-Pip.ps1
in scripts
 26 - 2022-01-06 2022-05-20 3 1 riedgar@microsoft.com riedgar@microsoft.com
39 - 2022-01-06 2022-06-01 3 1 riedgar@microsoft.com riedgar@microsoft.com
register.py
in src/responsibleai/src_register
 53 2 2022-01-06 2023-03-17 3 2 riedgar@microsoft.com 47334368+gaugup@users.norep...
109 - 2022-04-08 2024-07-10 3 2 riedgar@microsoft.com vikarant@microsoft.com
fetch_registered.py
in src/responsibleai/src_fetch_registered
 25 2 2022-01-06 2022-01-07 2 1 riedgar@microsoft.com riedgar@microsoft.com
tabular_to_parquet.py
in src/responsibleai/src_tabular_to_parquet
 33 2 2022-01-27 2023-03-17 2 2 riedgar@microsoft.com 47334368+gaugup@users.norep...
35 6 2022-01-13 2022-04-05 2 1 riedgar@microsoft.com riedgar@microsoft.com
167 - 2022-01-06 2022-06-01 2 1 riedgar@microsoft.com riedgar@microsoft.com
cfg
setup.cfg
in root
 5 - 2023-03-15 2023-03-15 1 1 47334368+gaugup@users.norep... 47334368+gaugup@users.norep...
14 - 2022-01-06 2022-01-06 1 1 riedgar@microsoft.com riedgar@microsoft.com
single-rai-job.yaml
in single-rai-job
 87 - 2022-03-09 2022-03-09 1 1 riedgar@microsoft.com riedgar@microsoft.com
Files With Most Contributors (Top 48)
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
rai_component_utilities.py
in src/responsibleai/rai_analyse
 477 26 2022-01-06 2024-03-28 32 9 riedgar@microsoft.com ilmat@microsoft.com
create_rai_insights.py
in src/responsibleai/rai_analyse
 174 5 2022-01-06 2023-10-31 22 7 riedgar@microsoft.com romanlutz13@gmail.com
gather_rai_insights.py
in src/responsibleai/rai_analyse
 125 3 2022-01-06 2023-10-31 15 6 riedgar@microsoft.com romanlutz13@gmail.com
constants.py
in src/responsibleai/rai_analyse
 55 - 2022-01-06 2023-10-31 12 5 riedgar@microsoft.com romanlutz13@gmail.com
PR-Gate.yaml
in azuredevops
 102 - 2022-01-06 2024-07-10 10 5 riedgar@microsoft.com vikarant@microsoft.com
component_rai_insights.yaml
in src/responsibleai
 62 - 2022-01-06 2024-03-27 9 5 riedgar@microsoft.com ilmat@microsoft.com
Build-Update-Dev.yaml
in azuredevops
 102 - 2022-04-12 2024-07-10 6 5 riedgar@microsoft.com vikarant@microsoft.com
_rai_insight_data.py
in src/responsibleai/rai_analyse/_score_card
 571 42 2022-05-17 2023-09-21 15 4 kicha@microsoft.com kicha@microsoft.com
create_score_card.py
in src/responsibleai/rai_analyse
 255 16 2022-05-17 2023-08-29 10 4 kicha@microsoft.com ilmat@microsoft.com
43 - 2022-04-05 2024-07-10 8 4 riedgar@microsoft.com vikarant@microsoft.com
run_rai.py
in single-rai-job/src
 340 13 2022-03-09 2024-02-06 6 4 riedgar@microsoft.com jameschao@microsoft.com
create_explanation.py
in src/responsibleai/rai_analyse
 49 3 2022-01-06 2023-08-29 6 4 riedgar@microsoft.com ilmat@microsoft.com
create_error_analysis.py
in src/responsibleai/rai_analyse
 60 3 2022-01-06 2023-08-29 6 4 riedgar@microsoft.com ilmat@microsoft.com
create_counterfactual.py
in src/responsibleai/rai_analyse
 67 3 2022-01-06 2023-08-29 6 4 riedgar@microsoft.com ilmat@microsoft.com
create_causal.py
in src/responsibleai/rai_analyse
 88 3 2022-01-06 2023-08-29 5 4 riedgar@microsoft.com ilmat@microsoft.com
common_components.py
in src/responsibleai/rai_analyse/_score_card
 601 23 2022-05-17 2023-06-26 11 3 kicha@microsoft.com 91754176+tongyu-microsoft@u...
105 5 2022-01-11 2023-03-17 8 3 riedgar@microsoft.com 47334368+gaugup@users.norep...
regression_components.py
in src/responsibleai/rai_analyse/_score_card
 289 11 2022-05-17 2023-03-17 7 3 kicha@microsoft.com 47334368+gaugup@users.norep...
38 - 2022-04-29 2024-07-10 6 3 riedgar@microsoft.com vikarant@microsoft.com
component_counterfactual.yaml
in src/responsibleai
 46 - 2022-01-06 2024-03-27 5 3 riedgar@microsoft.com ilmat@microsoft.com
conda_dependencies.yaml
in src/responsibleai/docker_env
 20 - 2024-05-21 2025-02-26 4 3 ilmat@microsoft.com ilmat@microsoft.com
arg_helpers.py
in src/responsibleai/rai_analyse
 57 7 2022-01-06 2023-03-17 4 3 riedgar@microsoft.com 47334368+gaugup@users.norep...
36 - 2022-01-06 2024-03-27 4 3 riedgar@microsoft.com ilmat@microsoft.com
responsibleai-environment.yaml
in src/responsibleai
 5 - 2022-01-06 2022-05-17 3 3 riedgar@microsoft.com kicha@microsoft.com
classification_components.py
in src/responsibleai/rai_analyse/_score_card
 379 9 2022-05-17 2023-06-07 10 2 kicha@microsoft.com kicha@microsoft.com
61 - 2022-04-08 2024-07-10 6 2 riedgar@microsoft.com vikarant@microsoft.com
component_causal.yaml
in src/responsibleai
 75 - 2022-01-06 2024-03-27 5 2 riedgar@microsoft.com ilmat@microsoft.com
167 - 2022-01-06 2022-10-28 4 2 riedgar@microsoft.com kicha@microsoft.com
component_error_analysis.yaml
in src/responsibleai
 33 - 2022-01-06 2024-03-27 4 2 riedgar@microsoft.com ilmat@microsoft.com
4 - 2022-04-20 2022-10-28 3 2 riedgar@microsoft.com kicha@microsoft.com
6 - 2022-01-06 2022-10-26 3 2 riedgar@microsoft.com kicha@microsoft.com
4 - 2022-04-20 2022-10-28 3 2 riedgar@microsoft.com kicha@microsoft.com
109 - 2022-04-08 2024-07-10 3 2 riedgar@microsoft.com vikarant@microsoft.com
register.py
in src/responsibleai/src_register
 53 2 2022-01-06 2023-03-17 3 2 riedgar@microsoft.com 47334368+gaugup@users.norep...
component_explain.yaml
in src/responsibleai
 20 - 2022-01-06 2024-03-27 3 2 riedgar@microsoft.com ilmat@microsoft.com
17 - 2022-01-27 2024-03-27 3 2 riedgar@microsoft.com ilmat@microsoft.com
24 - 2022-05-17 2024-03-27 3 2 kicha@microsoft.com ilmat@microsoft.com
component_register_model.yaml
in src/responsibleai
 25 - 2022-01-06 2024-03-27 3 2 riedgar@microsoft.com ilmat@microsoft.com
17 - 2022-01-06 2024-03-27 3 2 riedgar@microsoft.com ilmat@microsoft.com
tabular_to_parquet.py
in src/responsibleai/src_tabular_to_parquet
 33 2 2022-01-27 2023-03-17 2 2 riedgar@microsoft.com 47334368+gaugup@users.norep...
Run-Pip.ps1
in scripts
 26 - 2022-01-06 2022-05-20 3 1 riedgar@microsoft.com riedgar@microsoft.com
39 - 2022-01-06 2022-06-01 3 1 riedgar@microsoft.com riedgar@microsoft.com
167 - 2022-01-06 2022-06-01 2 1 riedgar@microsoft.com riedgar@microsoft.com
35 6 2022-01-13 2022-04-05 2 1 riedgar@microsoft.com riedgar@microsoft.com
fetch_registered.py
in src/responsibleai/src_fetch_registered
 25 2 2022-01-06 2022-01-07 2 1 riedgar@microsoft.com riedgar@microsoft.com
single-rai-job.yaml
in single-rai-job
 87 - 2022-03-09 2022-03-09 1 1 riedgar@microsoft.com riedgar@microsoft.com
14 - 2022-01-06 2022-01-06 1 1 riedgar@microsoft.com riedgar@microsoft.com
cfg
setup.cfg
in root
 5 - 2023-03-15 2023-03-15 1 1 47334368+gaugup@users.norep... 47334368+gaugup@users.norep...
Files With Least Contributors (Top 48)
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
167 - 2022-01-06 2022-06-01 2 1 riedgar@microsoft.com riedgar@microsoft.com
single-rai-job.yaml
in single-rai-job
 87 - 2022-03-09 2022-03-09 1 1 riedgar@microsoft.com riedgar@microsoft.com
39 - 2022-01-06 2022-06-01 3 1 riedgar@microsoft.com riedgar@microsoft.com
35 6 2022-01-13 2022-04-05 2 1 riedgar@microsoft.com riedgar@microsoft.com
Run-Pip.ps1
in scripts
 26 - 2022-01-06 2022-05-20 3 1 riedgar@microsoft.com riedgar@microsoft.com
fetch_registered.py
in src/responsibleai/src_fetch_registered
 25 2 2022-01-06 2022-01-07 2 1 riedgar@microsoft.com riedgar@microsoft.com
14 - 2022-01-06 2022-01-06 1 1 riedgar@microsoft.com riedgar@microsoft.com
cfg
setup.cfg
in root
 5 - 2023-03-15 2023-03-15 1 1 47334368+gaugup@users.norep... 47334368+gaugup@users.norep...
classification_components.py
in src/responsibleai/rai_analyse/_score_card
 379 9 2022-05-17 2023-06-07 10 2 kicha@microsoft.com kicha@microsoft.com
167 - 2022-01-06 2022-10-28 4 2 riedgar@microsoft.com kicha@microsoft.com
109 - 2022-04-08 2024-07-10 3 2 riedgar@microsoft.com vikarant@microsoft.com
component_causal.yaml
in src/responsibleai
 75 - 2022-01-06 2024-03-27 5 2 riedgar@microsoft.com ilmat@microsoft.com
61 - 2022-04-08 2024-07-10 6 2 riedgar@microsoft.com vikarant@microsoft.com
register.py
in src/responsibleai/src_register
 53 2 2022-01-06 2023-03-17 3 2 riedgar@microsoft.com 47334368+gaugup@users.norep...
component_error_analysis.yaml
in src/responsibleai
 33 - 2022-01-06 2024-03-27 4 2 riedgar@microsoft.com ilmat@microsoft.com
tabular_to_parquet.py
in src/responsibleai/src_tabular_to_parquet
 33 2 2022-01-27 2023-03-17 2 2 riedgar@microsoft.com 47334368+gaugup@users.norep...
component_register_model.yaml
in src/responsibleai
 25 - 2022-01-06 2024-03-27 3 2 riedgar@microsoft.com ilmat@microsoft.com
24 - 2022-05-17 2024-03-27 3 2 kicha@microsoft.com ilmat@microsoft.com
component_explain.yaml
in src/responsibleai
 20 - 2022-01-06 2024-03-27 3 2 riedgar@microsoft.com ilmat@microsoft.com
17 - 2022-01-27 2024-03-27 3 2 riedgar@microsoft.com ilmat@microsoft.com
17 - 2022-01-06 2024-03-27 3 2 riedgar@microsoft.com ilmat@microsoft.com
6 - 2022-01-06 2022-10-26 3 2 riedgar@microsoft.com kicha@microsoft.com
4 - 2022-04-20 2022-10-28 3 2 riedgar@microsoft.com kicha@microsoft.com
4 - 2022-04-20 2022-10-28 3 2 riedgar@microsoft.com kicha@microsoft.com
common_components.py
in src/responsibleai/rai_analyse/_score_card
 601 23 2022-05-17 2023-06-26 11 3 kicha@microsoft.com 91754176+tongyu-microsoft@u...
regression_components.py
in src/responsibleai/rai_analyse/_score_card
 289 11 2022-05-17 2023-03-17 7 3 kicha@microsoft.com 47334368+gaugup@users.norep...
105 5 2022-01-11 2023-03-17 8 3 riedgar@microsoft.com 47334368+gaugup@users.norep...
arg_helpers.py
in src/responsibleai/rai_analyse
 57 7 2022-01-06 2023-03-17 4 3 riedgar@microsoft.com 47334368+gaugup@users.norep...
component_counterfactual.yaml
in src/responsibleai
 46 - 2022-01-06 2024-03-27 5 3 riedgar@microsoft.com ilmat@microsoft.com
38 - 2022-04-29 2024-07-10 6 3 riedgar@microsoft.com vikarant@microsoft.com
36 - 2022-01-06 2024-03-27 4 3 riedgar@microsoft.com ilmat@microsoft.com
conda_dependencies.yaml
in src/responsibleai/docker_env
 20 - 2024-05-21 2025-02-26 4 3 ilmat@microsoft.com ilmat@microsoft.com
responsibleai-environment.yaml
in src/responsibleai
 5 - 2022-01-06 2022-05-17 3 3 riedgar@microsoft.com kicha@microsoft.com
_rai_insight_data.py
in src/responsibleai/rai_analyse/_score_card
 571 42 2022-05-17 2023-09-21 15 4 kicha@microsoft.com kicha@microsoft.com
run_rai.py
in single-rai-job/src
 340 13 2022-03-09 2024-02-06 6 4 riedgar@microsoft.com jameschao@microsoft.com
create_score_card.py
in src/responsibleai/rai_analyse
 255 16 2022-05-17 2023-08-29 10 4 kicha@microsoft.com ilmat@microsoft.com
create_causal.py
in src/responsibleai/rai_analyse
 88 3 2022-01-06 2023-08-29 5 4 riedgar@microsoft.com ilmat@microsoft.com
create_counterfactual.py
in src/responsibleai/rai_analyse
 67 3 2022-01-06 2023-08-29 6 4 riedgar@microsoft.com ilmat@microsoft.com
create_error_analysis.py
in src/responsibleai/rai_analyse
 60 3 2022-01-06 2023-08-29 6 4 riedgar@microsoft.com ilmat@microsoft.com
create_explanation.py
in src/responsibleai/rai_analyse
 49 3 2022-01-06 2023-08-29 6 4 riedgar@microsoft.com ilmat@microsoft.com
43 - 2022-04-05 2024-07-10 8 4 riedgar@microsoft.com vikarant@microsoft.com
Build-Update-Dev.yaml
in azuredevops
 102 - 2022-04-12 2024-07-10 6 5 riedgar@microsoft.com vikarant@microsoft.com
PR-Gate.yaml
in azuredevops
 102 - 2022-01-06 2024-07-10 10 5 riedgar@microsoft.com vikarant@microsoft.com
component_rai_insights.yaml
in src/responsibleai
 62 - 2022-01-06 2024-03-27 9 5 riedgar@microsoft.com ilmat@microsoft.com
constants.py
in src/responsibleai/rai_analyse
 55 - 2022-01-06 2023-10-31 12 5 riedgar@microsoft.com romanlutz13@gmail.com
gather_rai_insights.py
in src/responsibleai/rai_analyse
 125 3 2022-01-06 2023-10-31 15 6 riedgar@microsoft.com romanlutz13@gmail.com
create_rai_insights.py
in src/responsibleai/rai_analyse
 174 5 2022-01-06 2023-10-31 22 7 riedgar@microsoft.com romanlutz13@gmail.com
rai_component_utilities.py
in src/responsibleai/rai_analyse
 477 26 2022-01-06 2024-03-28 32 9 riedgar@microsoft.com ilmat@microsoft.com
Correlations

File Size vs. Number of Changes: 48 points

src/responsibleai/docker_env/conda_dependencies.yaml x: 20 lines of code y: 4 # changes Quick-Setup.ps1 x: 43 lines of code y: 8 # changes azuredevops/Build-Update-Dev.yaml x: 102 lines of code y: 6 # changes azuredevops/PR-Gate.yaml x: 102 lines of code y: 10 # changes azuredevops/templates/obtain-prepare-workspace-job-template.yaml x: 109 lines of code y: 3 # changes azuredevops/templates/python-preparation-step-template.yaml x: 61 lines of code y: 6 # changes quick-setup.bash x: 38 lines of code y: 6 # changes src/responsibleai/rai_analyse/rai_component_utilities.py x: 477 lines of code y: 32 # changes src/responsibleai/component_causal.yaml x: 75 lines of code y: 5 # changes src/responsibleai/component_counterfactual.yaml x: 46 lines of code y: 5 # changes src/responsibleai/component_create_scorecard.yaml x: 24 lines of code y: 3 # changes src/responsibleai/component_error_analysis.yaml x: 33 lines of code y: 4 # changes src/responsibleai/component_explain.yaml x: 20 lines of code y: 3 # changes src/responsibleai/component_fetch_registered_model.yaml x: 17 lines of code y: 3 # changes src/responsibleai/component_gather_rai_insights.yaml x: 36 lines of code y: 4 # changes src/responsibleai/component_rai_insights.yaml x: 62 lines of code y: 9 # changes src/responsibleai/component_register_model.yaml x: 25 lines of code y: 3 # changes single-rai-job/src/run_rai.py x: 340 lines of code y: 6 # changes src/responsibleai/rai_analyse/constants.py x: 55 lines of code y: 12 # changes src/responsibleai/rai_analyse/create_rai_insights.py x: 174 lines of code y: 22 # changes src/responsibleai/rai_analyse/gather_rai_insights.py x: 125 lines of code y: 15 # changes src/responsibleai/rai_analyse/_score_card/_rai_insight_data.py x: 571 lines of code y: 15 # changes src/responsibleai/rai_analyse/create_causal.py x: 88 lines of code y: 5 # changes src/responsibleai/rai_analyse/create_counterfactual.py x: 67 lines of code y: 6 # changes src/responsibleai/rai_analyse/create_error_analysis.py x: 60 lines of code y: 6 # changes src/responsibleai/rai_analyse/create_explanation.py x: 49 lines of code y: 6 # changes src/responsibleai/rai_analyse/create_score_card.py x: 255 lines of code y: 10 # changes src/responsibleai/rai_analyse/_score_card/common_components.py x: 601 lines of code y: 11 # changes src/responsibleai/rai_analyse/_score_card/classification_components.py x: 379 lines of code y: 10 # changes scripts/register_azureml.py x: 105 lines of code y: 8 # changes src/responsibleai/rai_analyse/_score_card/regression_components.py x: 289 lines of code y: 7 # changes src/responsibleai/rai_analyse/arg_helpers.py x: 57 lines of code y: 4 # changes src/responsibleai/src_register/register.py x: 53 lines of code y: 3 # changes src/responsibleai/src_tabular_to_parquet/tabular_to_parquet.py x: 33 lines of code y: 2 # changes setup.cfg x: 5 lines of code y: 1 # changes scripts/Run-E2E-Tests.ps1 x: 4 lines of code y: 3 # changes scripts/Obtain-Workspace.ps1 x: 167 lines of code y: 4 # changes scripts/compute_config.yaml x: 6 lines of code y: 3 # changes scripts/Install-CLIv2.ps1 x: 39 lines of code y: 3 # changes scripts/Register-AzureML.ps1 x: 167 lines of code y: 2 # changes src/responsibleai/responsibleai-environment.yaml x: 5 lines of code y: 3 # changes scripts/generate_registration_files.py x: 35 lines of code y: 2 # changes single-rai-job/single-rai-job.yaml x: 87 lines of code y: 1 # changes src/responsibleai/src_fetch_registered/fetch_registered.py x: 25 lines of code y: 2 # changes scripts/Create-Compute.ps1 x: 14 lines of code y: 1 # changes
32.0
# changes
  min: 1.0
  average: 6.17
  25th percentile: 3.0
  median: 4.0
  75th percentile: 7.75
  max: 32.0
0 601.0
lines of code
min: 4.0 | average: 108.17 | 25th percentile: 25.0 | median: 54.0 | 75th percentile: 108.0 | max: 601.0

Number of Contributors vs. Number of Changes: 48 points

src/responsibleai/docker_env/conda_dependencies.yaml x: 3 # contributors y: 4 # changes Quick-Setup.ps1 x: 4 # contributors y: 8 # changes azuredevops/Build-Update-Dev.yaml x: 5 # contributors y: 6 # changes azuredevops/PR-Gate.yaml x: 5 # contributors y: 10 # changes azuredevops/templates/obtain-prepare-workspace-job-template.yaml x: 2 # contributors y: 3 # changes azuredevops/templates/python-preparation-step-template.yaml x: 2 # contributors y: 6 # changes quick-setup.bash x: 3 # contributors y: 6 # changes src/responsibleai/rai_analyse/rai_component_utilities.py x: 9 # contributors y: 32 # changes src/responsibleai/component_causal.yaml x: 2 # contributors y: 5 # changes src/responsibleai/component_counterfactual.yaml x: 3 # contributors y: 5 # changes src/responsibleai/component_error_analysis.yaml x: 2 # contributors y: 4 # changes src/responsibleai/component_rai_insights.yaml x: 5 # contributors y: 9 # changes single-rai-job/src/run_rai.py x: 4 # contributors y: 6 # changes src/responsibleai/rai_analyse/constants.py x: 5 # contributors y: 12 # changes src/responsibleai/rai_analyse/create_rai_insights.py x: 7 # contributors y: 22 # changes src/responsibleai/rai_analyse/gather_rai_insights.py x: 6 # contributors y: 15 # changes src/responsibleai/rai_analyse/_score_card/_rai_insight_data.py x: 4 # contributors y: 15 # changes src/responsibleai/rai_analyse/create_causal.py x: 4 # contributors y: 5 # changes src/responsibleai/rai_analyse/create_score_card.py x: 4 # contributors y: 10 # changes src/responsibleai/rai_analyse/_score_card/common_components.py x: 3 # contributors y: 11 # changes src/responsibleai/rai_analyse/_score_card/classification_components.py x: 2 # contributors y: 10 # changes scripts/register_azureml.py x: 3 # contributors y: 8 # changes src/responsibleai/rai_analyse/_score_card/regression_components.py x: 3 # contributors y: 7 # changes src/responsibleai/src_tabular_to_parquet/tabular_to_parquet.py x: 2 # contributors y: 2 # changes setup.cfg x: 1 # contributors y: 1 # changes scripts/Install-CLIv2.ps1 x: 1 # contributors y: 3 # changes scripts/Register-AzureML.ps1 x: 1 # contributors y: 2 # changes src/responsibleai/responsibleai-environment.yaml x: 3 # contributors y: 3 # changes
32.0
# changes
  min: 1.0
  average: 6.17
  25th percentile: 3.0
  median: 4.0
  75th percentile: 7.75
  max: 32.0
0 9.0
# contributors
min: 1.0 | average: 2.94 | 25th percentile: 2.0 | median: 2.5 | 75th percentile: 4.0 | max: 9.0

Number of Contributors vs. File Size: 48 points

src/responsibleai/docker_env/conda_dependencies.yaml x: 3 # contributors y: 20 lines of code Quick-Setup.ps1 x: 4 # contributors y: 43 lines of code azuredevops/Build-Update-Dev.yaml x: 5 # contributors y: 102 lines of code azuredevops/templates/obtain-prepare-workspace-job-template.yaml x: 2 # contributors y: 109 lines of code azuredevops/templates/python-preparation-step-template.yaml x: 2 # contributors y: 61 lines of code quick-setup.bash x: 3 # contributors y: 38 lines of code src/responsibleai/rai_analyse/rai_component_utilities.py x: 9 # contributors y: 477 lines of code src/responsibleai/component_causal.yaml x: 2 # contributors y: 75 lines of code src/responsibleai/component_counterfactual.yaml x: 3 # contributors y: 46 lines of code src/responsibleai/component_create_scorecard.yaml x: 2 # contributors y: 24 lines of code src/responsibleai/component_error_analysis.yaml x: 2 # contributors y: 33 lines of code src/responsibleai/component_explain.yaml x: 2 # contributors y: 20 lines of code src/responsibleai/component_fetch_registered_model.yaml x: 2 # contributors y: 17 lines of code src/responsibleai/component_gather_rai_insights.yaml x: 3 # contributors y: 36 lines of code src/responsibleai/component_rai_insights.yaml x: 5 # contributors y: 62 lines of code single-rai-job/src/run_rai.py x: 4 # contributors y: 340 lines of code src/responsibleai/rai_analyse/constants.py x: 5 # contributors y: 55 lines of code src/responsibleai/rai_analyse/create_rai_insights.py x: 7 # contributors y: 174 lines of code src/responsibleai/rai_analyse/gather_rai_insights.py x: 6 # contributors y: 125 lines of code src/responsibleai/rai_analyse/_score_card/_rai_insight_data.py x: 4 # contributors y: 571 lines of code src/responsibleai/rai_analyse/create_causal.py x: 4 # contributors y: 88 lines of code src/responsibleai/rai_analyse/create_counterfactual.py x: 4 # contributors y: 67 lines of code src/responsibleai/rai_analyse/create_error_analysis.py x: 4 # contributors y: 60 lines of code src/responsibleai/rai_analyse/create_explanation.py x: 4 # contributors y: 49 lines of code src/responsibleai/rai_analyse/create_score_card.py x: 4 # contributors y: 255 lines of code src/responsibleai/rai_analyse/_score_card/common_components.py x: 3 # contributors y: 601 lines of code src/responsibleai/rai_analyse/_score_card/classification_components.py x: 2 # contributors y: 379 lines of code scripts/register_azureml.py x: 3 # contributors y: 105 lines of code src/responsibleai/rai_analyse/_score_card/regression_components.py x: 3 # contributors y: 289 lines of code src/responsibleai/rai_analyse/arg_helpers.py x: 3 # contributors y: 57 lines of code src/responsibleai/src_register/register.py x: 2 # contributors y: 53 lines of code setup.cfg x: 1 # contributors y: 5 lines of code scripts/Run-E2E-Tests.ps1 x: 2 # contributors y: 4 lines of code scripts/Obtain-Workspace.ps1 x: 2 # contributors y: 167 lines of code scripts/compute_config.yaml x: 2 # contributors y: 6 lines of code scripts/Install-CLIv2.ps1 x: 1 # contributors y: 39 lines of code scripts/Register-AzureML.ps1 x: 1 # contributors y: 167 lines of code scripts/Run-Pip.ps1 x: 1 # contributors y: 26 lines of code src/responsibleai/responsibleai-environment.yaml x: 3 # contributors y: 5 lines of code scripts/generate_registration_files.py x: 1 # contributors y: 35 lines of code single-rai-job/single-rai-job.yaml x: 1 # contributors y: 87 lines of code scripts/Create-Compute.ps1 x: 1 # contributors y: 14 lines of code
601.0
lines of code
  min: 4.0
  average: 108.17
  25th percentile: 25.0
  median: 54.0
  75th percentile: 108.0
  max: 601.0
0 9.0
# contributors
min: 1.0 | average: 2.94 | 25th percentile: 2.0 | median: 2.5 | 75th percentile: 4.0 | max: 9.0