azure / mlops-templates
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 900 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)
    • 4 files changed 6-20 times (264 lines of code)
    • 14 files changed 1-5 times (636 lines of code)
0% | 0% | 0% | 29% | 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 18 files with 900 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 (150 lines of code)
    • 15 files changed by 2-5 contributors (750 lines of code)
    • 0 files changed by 1 contributor (0 lines of code)
0% | 0% | 16% | 83% | 0%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
js, ts, yaml, md, json, py, xml, mjs, txt, sh, npmignore, gitignore
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 0% | 22% | 77%
js0% | 0% | 0% | 100% | 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% | 0% | 22% | 77%
read_yaml_action0% | 0% | 0% | 100% | 0%
Most Frequently Changed Files (Top 18)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
index.js
in read_yaml_action
 76 1 2022-08-01 2023-01-05 16 8 vmadmin@synthea-host.ip4dmb... sdonohoo@gmail.com
register_data_asset.py
in src/python-sdk-v2
 31 2 2022-11-14 2023-01-05 11 7 8880364+cindyweng@users.nor... sdonohoo@gmail.com
register_environment.py
in src/python-sdk-v2
 43 2 2022-11-17 2023-01-05 7 6 jomedin@microsoft.com sdonohoo@gmail.com
deploy_training_pipeline.py
in src/python-sdk-v1
 114 - 2022-11-08 2023-01-05 6 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
create_online_endpoint.py
in src/python-sdk-v2
 31 2 2022-12-06 2023-01-05 5 4 8880364+cindyweng@users.nor... sdonohoo@gmail.com
create_online_deployment.py
in src/python-sdk-v2
 43 2 2022-12-06 2023-01-05 5 4 maggiemhanna@gmail.com sdonohoo@gmail.com
create_compute.py
in src/python-sdk-v2
 94 3 2022-11-30 2023-01-05 4 5 116831948+jomedinagomez@use... sdonohoo@gmail.com
run_pipeline.py
in src/python-sdk-v1
 14 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
register_model.py
in src/python-sdk-v1
 22 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
add_pipeline_to_endpoint.py
in src/python-sdk-v1
 22 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
create_batch_endpoint.py
in src/python-sdk-v2
 29 2 2022-12-08 2023-01-05 3 4 8880364+cindyweng@users.nor... sdonohoo@gmail.com
register_dataset.py
in src/python-sdk-v1
 30 2 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
register_environnment.py
in src/python-sdk-v1
 39 2 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
get_compute.py
in src/python-sdk-v1
 41 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
deploy_drift_detection.py
in src/python-sdk-v1
 43 2 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
create_batch_deployment.py
in src/python-sdk-v2
 51 2 2022-12-08 2023-01-05 3 4 8880364+cindyweng@users.nor... sdonohoo@gmail.com
56 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
create_compute_instance.py
in src/python-sdk-v2
 121 3 2024-04-17 2025-04-15 3 2 jawadamin@microsoft.com setuc@users.noreply.github.com
Files With Most Contributors (Top 18)
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
index.js
in read_yaml_action
 76 1 2022-08-01 2023-01-05 16 8 vmadmin@synthea-host.ip4dmb... sdonohoo@gmail.com
register_data_asset.py
in src/python-sdk-v2
 31 2 2022-11-14 2023-01-05 11 7 8880364+cindyweng@users.nor... sdonohoo@gmail.com
register_environment.py
in src/python-sdk-v2
 43 2 2022-11-17 2023-01-05 7 6 jomedin@microsoft.com sdonohoo@gmail.com
create_compute.py
in src/python-sdk-v2
 94 3 2022-11-30 2023-01-05 4 5 116831948+jomedinagomez@use... sdonohoo@gmail.com
create_online_endpoint.py
in src/python-sdk-v2
 31 2 2022-12-06 2023-01-05 5 4 8880364+cindyweng@users.nor... sdonohoo@gmail.com
create_online_deployment.py
in src/python-sdk-v2
 43 2 2022-12-06 2023-01-05 5 4 maggiemhanna@gmail.com sdonohoo@gmail.com
create_batch_deployment.py
in src/python-sdk-v2
 51 2 2022-12-08 2023-01-05 3 4 8880364+cindyweng@users.nor... sdonohoo@gmail.com
create_batch_endpoint.py
in src/python-sdk-v2
 29 2 2022-12-08 2023-01-05 3 4 8880364+cindyweng@users.nor... sdonohoo@gmail.com
deploy_training_pipeline.py
in src/python-sdk-v1
 114 - 2022-11-08 2023-01-05 6 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
add_pipeline_to_endpoint.py
in src/python-sdk-v1
 22 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
register_dataset.py
in src/python-sdk-v1
 30 2 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
get_compute.py
in src/python-sdk-v1
 41 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
register_model.py
in src/python-sdk-v1
 22 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
deploy_drift_detection.py
in src/python-sdk-v1
 43 2 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
run_pipeline.py
in src/python-sdk-v1
 14 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
register_environnment.py
in src/python-sdk-v1
 39 2 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
56 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
create_compute_instance.py
in src/python-sdk-v2
 121 3 2024-04-17 2025-04-15 3 2 jawadamin@microsoft.com setuc@users.noreply.github.com
Files With Least Contributors (Top 18)
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
create_compute_instance.py
in src/python-sdk-v2
 121 3 2024-04-17 2025-04-15 3 2 jawadamin@microsoft.com setuc@users.noreply.github.com
deploy_training_pipeline.py
in src/python-sdk-v1
 114 - 2022-11-08 2023-01-05 6 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
56 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
deploy_drift_detection.py
in src/python-sdk-v1
 43 2 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
get_compute.py
in src/python-sdk-v1
 41 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
register_environnment.py
in src/python-sdk-v1
 39 2 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
register_dataset.py
in src/python-sdk-v1
 30 2 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
add_pipeline_to_endpoint.py
in src/python-sdk-v1
 22 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
register_model.py
in src/python-sdk-v1
 22 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
run_pipeline.py
in src/python-sdk-v1
 14 - 2022-11-08 2023-01-05 3 3 8880364+cindyweng@users.nor... sdonohoo@gmail.com
create_batch_deployment.py
in src/python-sdk-v2
 51 2 2022-12-08 2023-01-05 3 4 8880364+cindyweng@users.nor... sdonohoo@gmail.com
create_online_deployment.py
in src/python-sdk-v2
 43 2 2022-12-06 2023-01-05 5 4 maggiemhanna@gmail.com sdonohoo@gmail.com
create_online_endpoint.py
in src/python-sdk-v2
 31 2 2022-12-06 2023-01-05 5 4 8880364+cindyweng@users.nor... sdonohoo@gmail.com
create_batch_endpoint.py
in src/python-sdk-v2
 29 2 2022-12-08 2023-01-05 3 4 8880364+cindyweng@users.nor... sdonohoo@gmail.com
create_compute.py
in src/python-sdk-v2
 94 3 2022-11-30 2023-01-05 4 5 116831948+jomedinagomez@use... sdonohoo@gmail.com
register_environment.py
in src/python-sdk-v2
 43 2 2022-11-17 2023-01-05 7 6 jomedin@microsoft.com sdonohoo@gmail.com
register_data_asset.py
in src/python-sdk-v2
 31 2 2022-11-14 2023-01-05 11 7 8880364+cindyweng@users.nor... sdonohoo@gmail.com
index.js
in read_yaml_action
 76 1 2022-08-01 2023-01-05 16 8 vmadmin@synthea-host.ip4dmb... sdonohoo@gmail.com
Correlations

File Size vs. Number of Changes: 18 points

src/python-sdk-v2/create_compute_instance.py x: 121 lines of code y: 3 # changes read_yaml_action/index.js x: 76 lines of code y: 16 # changes src/python-sdk-v1/add_pipeline_to_endpoint.py x: 22 lines of code y: 3 # changes src/python-sdk-v1/deploy_batch_scoring_pipeline.py x: 56 lines of code y: 3 # changes src/python-sdk-v1/deploy_drift_detection.py x: 43 lines of code y: 3 # changes src/python-sdk-v1/deploy_training_pipeline.py x: 114 lines of code y: 6 # changes src/python-sdk-v1/get_compute.py x: 41 lines of code y: 3 # changes src/python-sdk-v1/register_dataset.py x: 30 lines of code y: 3 # changes src/python-sdk-v1/register_environnment.py x: 39 lines of code y: 3 # changes src/python-sdk-v1/run_pipeline.py x: 14 lines of code y: 3 # changes src/python-sdk-v2/create_batch_deployment.py x: 51 lines of code y: 3 # changes src/python-sdk-v2/create_batch_endpoint.py x: 29 lines of code y: 3 # changes src/python-sdk-v2/create_compute.py x: 94 lines of code y: 4 # changes src/python-sdk-v2/create_online_deployment.py x: 43 lines of code y: 5 # changes src/python-sdk-v2/create_online_endpoint.py x: 31 lines of code y: 5 # changes src/python-sdk-v2/register_data_asset.py x: 31 lines of code y: 11 # changes src/python-sdk-v2/register_environment.py x: 43 lines of code y: 7 # changes
16.0
# changes
  min: 3.0
  average: 4.83
  25th percentile: 3.0
  median: 3.0
  75th percentile: 5.25
  max: 16.0
0 121.0
lines of code
min: 14.0 | average: 50.0 | 25th percentile: 29.75 | median: 42.0 | 75th percentile: 61.0 | max: 121.0

Number of Contributors vs. Number of Changes: 18 points

src/python-sdk-v2/create_compute_instance.py x: 2 # contributors y: 3 # changes read_yaml_action/index.js x: 8 # contributors y: 16 # changes src/python-sdk-v1/add_pipeline_to_endpoint.py x: 3 # contributors y: 3 # changes src/python-sdk-v1/deploy_training_pipeline.py x: 3 # contributors y: 6 # changes src/python-sdk-v2/create_batch_deployment.py x: 4 # contributors y: 3 # changes src/python-sdk-v2/create_compute.py x: 5 # contributors y: 4 # changes src/python-sdk-v2/create_online_deployment.py x: 4 # contributors y: 5 # changes src/python-sdk-v2/register_data_asset.py x: 7 # contributors y: 11 # changes src/python-sdk-v2/register_environment.py x: 6 # contributors y: 7 # changes
16.0
# changes
  min: 3.0
  average: 4.83
  25th percentile: 3.0
  median: 3.0
  75th percentile: 5.25
  max: 16.0
0 8.0
# contributors
min: 2.0 | average: 3.94 | 25th percentile: 3.0 | median: 3.0 | 75th percentile: 4.25 | max: 8.0

Number of Contributors vs. File Size: 18 points

src/python-sdk-v2/create_compute_instance.py x: 2 # contributors y: 121 lines of code read_yaml_action/index.js x: 8 # contributors y: 76 lines of code src/python-sdk-v1/add_pipeline_to_endpoint.py x: 3 # contributors y: 22 lines of code src/python-sdk-v1/deploy_batch_scoring_pipeline.py x: 3 # contributors y: 56 lines of code src/python-sdk-v1/deploy_drift_detection.py x: 3 # contributors y: 43 lines of code src/python-sdk-v1/deploy_training_pipeline.py x: 3 # contributors y: 114 lines of code src/python-sdk-v1/get_compute.py x: 3 # contributors y: 41 lines of code src/python-sdk-v1/register_dataset.py x: 3 # contributors y: 30 lines of code src/python-sdk-v1/register_environnment.py x: 3 # contributors y: 39 lines of code src/python-sdk-v1/run_pipeline.py x: 3 # contributors y: 14 lines of code src/python-sdk-v2/create_batch_deployment.py x: 4 # contributors y: 51 lines of code src/python-sdk-v2/create_batch_endpoint.py x: 4 # contributors y: 29 lines of code src/python-sdk-v2/create_compute.py x: 5 # contributors y: 94 lines of code src/python-sdk-v2/create_online_deployment.py x: 4 # contributors y: 43 lines of code src/python-sdk-v2/create_online_endpoint.py x: 4 # contributors y: 31 lines of code src/python-sdk-v2/register_data_asset.py x: 7 # contributors y: 31 lines of code src/python-sdk-v2/register_environment.py x: 6 # contributors y: 43 lines of code
121.0
lines of code
  min: 14.0
  average: 50.0
  25th percentile: 29.75
  median: 42.0
  75th percentile: 61.0
  max: 121.0
0 8.0
# contributors
min: 2.0 | average: 3.94 | 25th percentile: 3.0 | median: 3.0 | 75th percentile: 4.25 | max: 8.0