microsoft / MLOpsPython
File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

File Change Frequency Overall
File Change Frequency Overall
The number of recorded file updates
  • There are 50 files with 2,119 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 0 files changed 21-50 times (0 lines of code)
    • 12 files changed 6-20 times (746 lines of code)
    • 38 files changed 1-5 times (1,373 lines of code)
0% | 0% | 0% | 35% | 64%
Legend:
101+
51-100
21-50
6-20
1-5

Detailed data...

File Change Frequency per File Extension
py, yml, md, yaml, ipynb, sh, json, tf, gitignore, txt, r
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 0% | 40% | 59%
yml0% | 0% | 0% | 27% | 72%
yaml0% | 0% | 0% | 0% | 100%
tf0% | 0% | 0% | 0% | 100%
r0% | 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
ml_service/pipelines0% | 0% | 0% | 39% | 60%
ml_service/util0% | 0% | 0% | 64% | 35%
bootstrap0% | 0% | 0% | 100% | 0%
diabetes_regression/evaluate0% | 0% | 0% | 100% | 0%
diabetes_regression/training0% | 0% | 0% | 19% | 80%
diabetes_regression0% | 0% | 0% | 65% | 34%
environment_setup0% | 0% | 0% | 20% | 79%
diabetes_regression/scoring0% | 0% | 0% | 0% | 100%
diabetes_regression/register0% | 0% | 0% | 0% | 100%
charts/abtest-istio0% | 0% | 0% | 0% | 100%
charts/abtest-model0% | 0% | 0% | 0% | 100%
environment_setup/tf-templates0% | 0% | 0% | 0% | 100%
diabetes_regression/util0% | 0% | 0% | 0% | 100%
ml_service0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 20)

See data for all files...

File# lines# unitslast modified
(days ago)		created
(days ago)		# changes
create_scoring_image.py
in ml_service/util
 46 - 662 894 15
docker-image-pipeline.yml
in environment_setup
 28 - 658 950 14
run_train_pipeline.py
in ml_service/pipelines
 58 1 700 903 14
env_variables.py
in ml_service/util
 116 - 588 803 13
ci_dependencies.yml
in diabetes_regression
 19 - 263 731 12
diabetes_regression_build_train_pipeline.py
in ml_service/pipelines
 148 1 588 737 12
conda_dependencies.yml
in diabetes_regression
 10 - 263 727 10
evaluate_model.py
in diabetes_regression/evaluate
 78 - 48 737 9
bootstrap.py
in bootstrap
 127 11 573 720 9
attach_compute.py
in ml_service/util
 32 1 48 903 8
train.py
in diabetes_regression/training
 35 4 697 737 7
diabetes_regression_build_train_pipeline_with_r.py
in ml_service/pipelines
 49 1 588 737 7
register_model.py
in diabetes_regression/register
 165 3 678 737 5
inference_config.yml
in diabetes_regression/scoring
 9 - 700 737 4
score.py
in diabetes_regression/scoring
 37 2 711 737 4
model_helper.py
in diabetes_regression/util
 40 2 577 737 4
conda_dependencies_scorecopy.yml
in diabetes_regression
 7 - 263 588 3
conda_dependencies_scoring.yml
in diabetes_regression
 8 - 263 588 3
load_sample_data.py
in ml_service/pipelines
 11 1 588 668 3
manage_environment.py
in ml_service/util
 36 1 48 700 3