microsoft / MLOpsPython
File Size

The distribution of size of files (measured in lines of code).

Intro
  • File size measurements show the distribution of size of files.
  • Files are classified in four categories based on their size (lines of code): 1-100 (very small files), 101-200 (small files), 201-500 (medium size files), 501-1000 (long files), 1001+(very long files).
  • It is a good practice to keep files small. Long files may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.
Learn more...
File Size Overall
  • There are 50 files with 2,119 lines of code.
    • 0 very long files (0 lines of code)
    • 0 long files (0 lines of code)
    • 1 medium size files (254 lines of codeclsfd_ftr_w_mp_ins)
    • 5 small files (669 lines of code)
    • 44 very small files (1,196 lines of code)
0% | 0% | 11% | 31% | 56%
Legend:
1001+
501-1000
201-500
101-200
1-100


explore: zoomable circles | sunburst | 3D view
File Size per Extension
1001+
501-1000
201-500
101-200
1-100
py0% | 0% | 14% | 39% | 45%
yml0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 100%
tf0% | 0% | 0% | 0% | 100%
r0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
ml_service/pipelines0% | 0% | 39% | 22% | 37%
diabetes_regression/register0% | 0% | 0% | 100% | 0%
bootstrap0% | 0% | 0% | 100% | 0%
ml_service/util0% | 0% | 0% | 38% | 61%
diabetes_regression/training0% | 0% | 0% | 63% | 36%
diabetes_regression/scoring0% | 0% | 0% | 0% | 100%
environment_setup0% | 0% | 0% | 0% | 100%
diabetes_regression/evaluate0% | 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_regression0% | 0% | 0% | 0% | 100%
diabetes_regression/util0% | 0% | 0% | 0% | 100%
ml_service0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
diabetes_regression_build_parallel_batchscore_pipeline.py
in ml_service/pipelines
254 8
register_model.py
in diabetes_regression/register
165 3
diabetes_regression_build_train_pipeline.py
in ml_service/pipelines
148 1
bootstrap.py
in bootstrap
127 11
env_variables.py
in ml_service/util
116 -
train_aml.py
in diabetes_regression/training
113 2
parallel_batchscore.py
in diabetes_regression/scoring
84 3
run_parallel_batchscore_pipeline.py
in ml_service/pipelines
82 4
evaluate_model.py
in diabetes_regression/evaluate
78 -
smoke_test_scoring_service.py
in ml_service/util
72 3
iac-create-environment-pipeline-tf.yml
in environment_setup
63 -
istio-canary.yaml
in charts/abtest-istio/templates
60 -
run_train_pipeline.py
in ml_service/pipelines
58 1
parallel_batchscore_copyoutput.py
in diabetes_regression/scoring
54 2
main.tf
in environment_setup/tf-templates
51 -
diabetes_regression_build_train_pipeline_with_r.py
in ml_service/pipelines
49 1
create_scoring_image.py
in ml_service/util
46 -
diabetes_regression_build_train_pipeline_with_r_on_dbricks.py
in ml_service/pipelines
44 1
model_helper.py
in diabetes_regression/util
40 2
score.py
in diabetes_regression/scoring
37 2
manage_environment.py
in ml_service/util
36 1
train.py
in diabetes_regression/training
35 4
iac-create-environment-pipeline-arm.yml
in environment_setup
32 -
attach_compute.py
in ml_service/util
32 1
deployment.yaml
in charts/abtest-model/templates
29 -
docker-image-pipeline.yml
in environment_setup
28 -
ci_dependencies.yml
in diabetes_regression
19 -
deployment_config_aks.yml
in diabetes_regression/scoring
16 -
r_train.r
in diabetes_regression/training/R
15 -
iac-remove-environment-pipeline.yml
in environment_setup
14 -
service.yaml
in charts/abtest-model/templates
12 -
train_with_r_on_databricks.py
in diabetes_regression/training/R
12 -
values.yaml
in charts/abtest-model
11 -
load_sample_data.py
in ml_service/pipelines
11 1
values.yaml
in charts/abtest-istio
10 -
conda_dependencies.yml
in diabetes_regression
10 -
inference_config.yml
in diabetes_regression/scoring
9 -
conda_dependencies_scoring.yml
in diabetes_regression
8 -
conda_dependencies_scorecopy.yml
in diabetes_regression
7 -
Chart.yaml
in charts/abtest-istio
5 -
Chart.yaml
in charts/abtest-model
5 -
deployment_config_aci.yml
in diabetes_regression/scoring
4 -
scoreA.py
in diabetes_regression/scoring
4 2
scoreB.py
in diabetes_regression/scoring
4 2
backend.tf
in environment_setup/tf-templates
4 -
train_with_r.py
in diabetes_regression/training/R
2 -
__init__.py
in diabetes_regression/util
1 -
__init__.py
in ml_service
1 -
__init__.py
in ml_service/pipelines
1 -
__init__.py
in ml_service/util
1 -
Files With Most Units (Top 20)
File# lines# units
bootstrap.py
in bootstrap
127 11
diabetes_regression_build_parallel_batchscore_pipeline.py
in ml_service/pipelines
254 8
train.py
in diabetes_regression/training
35 4
run_parallel_batchscore_pipeline.py
in ml_service/pipelines
82 4
register_model.py
in diabetes_regression/register
165 3
parallel_batchscore.py
in diabetes_regression/scoring
84 3
smoke_test_scoring_service.py
in ml_service/util
72 3
parallel_batchscore_copyoutput.py
in diabetes_regression/scoring
54 2
score.py
in diabetes_regression/scoring
37 2
scoreA.py
in diabetes_regression/scoring
4 2
scoreB.py
in diabetes_regression/scoring
4 2
train_aml.py
in diabetes_regression/training
113 2
model_helper.py
in diabetes_regression/util
40 2
diabetes_regression_build_train_pipeline.py
in ml_service/pipelines
148 1
diabetes_regression_build_train_pipeline_with_r.py
in ml_service/pipelines
49 1
diabetes_regression_build_train_pipeline_with_r_on_dbricks.py
in ml_service/pipelines
44 1
load_sample_data.py
in ml_service/pipelines
11 1
run_train_pipeline.py
in ml_service/pipelines
58 1
attach_compute.py
in ml_service/util
32 1
manage_environment.py
in ml_service/util
36 1
Files With Long Lines (Top 4)

There are 4 files with lines longer than 120 characters. In total, there are 5 long lines.

File# lines# units# long lines
bootstrap.py
in bootstrap
127 11 2
parallel_batchscore_copyoutput.py
in diabetes_regression/scoring
54 2 1
iac-create-environment-pipeline-arm.yml
in environment_setup
32 - 1
diabetes_regression_build_train_pipeline.py
in ml_service/pipelines
148 1 1