GoogleCloudPlatform / codelab-mlops-airflow-gke
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 38 files with 998 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)
    • 1 file changed 6-20 times (101 lines of code)
    • 37 files changed 1-5 times (897 lines of code)
0% | 0% | 0% | 10% | 89%
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 38 files with 998 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)
    • 0 files changed by 6-10 contributors (0 lines of code)
    • 24 files changed by 2-5 contributors (701 lines of code)
    • 14 files changed by 1 contributor (297 lines of code)
0% | 0% | 0% | 70% | 29%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
tf, yaml, txt, py, md, gitignore, json
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 0% | 28% | 71%
tf0% | 0% | 0% | 0% | 100%
yaml0% | 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
ROOT0% | 0% | 0% | 100% | 0%
terraform0% | 0% | 0% | 0% | 100%
services0% | 0% | 0% | 0% | 100%
manifests0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 38)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
101 1 2024-11-05 2024-12-09 8 1 lgrangeau@google.com lgrangeau@google.com
main.tf
in terraform
 33 - 2024-10-19 2024-11-04 5 2 mervesayan@google.com lgrangeau@google.com
variables.tf
in terraform
 19 - 2024-10-19 2024-11-04 4 2 mervesayan@google.com lgrangeau@google.com
deployment.tf
in terraform/modules/data-pipeline-service
 72 - 2024-10-20 2024-11-27 4 2 mervesayan@google.com mervesayan@google.com
deployment.tf
in terraform/modules/finetuning-service
 93 - 2024-10-21 2024-11-27 4 2 mervesayan@google.com mervesayan@google.com
sa-role.yaml
in manifests
 12 - 2024-12-03 2024-12-09 3 2 lgrangeau@google.com lgrangeau@google.com
secret.tf
in terraform/modules/data-pipeline-service
 15 - 2024-10-20 2024-11-04 3 2 mervesayan@google.com lgrangeau@google.com
pv-dags.yaml
in manifests
 18 - 2024-11-05 2024-12-09 3 2 lgrangeau@google.com lgrangeau@google.com
pv-logs.yaml
in manifests
 18 - 2024-11-05 2024-12-09 3 2 lgrangeau@google.com lgrangeau@google.com
inference.yaml
in manifests
 65 - 2024-12-03 2024-12-09 3 2 lgrangeau@google.com lgrangeau@google.com
provider.tf
in terraform
 5 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
api.tf
in terraform/modules/gke
 5 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
namespace.yaml
in manifests
 6 - 2024-11-05 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
main.tf
in terraform/modules/gke
 6 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
mlops-sa.yaml
in manifests
 8 - 2024-11-05 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
variables.tf
in terraform/modules/gke
 8 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
ns.tf
in terraform/modules/data-pipeline-service
 8 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
versions.tf
in terraform
 9 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
api.tf
in terraform/modules/gcs
 10 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
sa.tf
in terraform/modules/gcs
 11 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
pvc-logs.yaml
in manifests
 13 - 2024-11-05 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
13 - 2024-12-03 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
13 - 2024-12-03 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
pvc-dags.yaml
in manifests
 13 - 2024-11-05 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
variables.tf
in terraform/modules/gcs
 17 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
dataset-download.py
in services/1-dataset-download
 17 1 2024-12-06 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
variables.tf
in terraform/modules/finetuning-service
 19 - 2024-10-21 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
variables.tf
in terraform/modules/data-pipeline-service
 19 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
main.tf
in terraform/modules/gcs
 20 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
cloudbuild.yaml
in services/5-inference
 23 - 2024-11-27 2024-12-09 2 2 mervesayan@google.com lgrangeau@google.com
data-preparation.py
in services/2-data-preparation
 34 1 2024-12-06 2024-12-09 2 2 mervesayan@google.com lgrangeau@google.com
model-evaluation.py
in services/4-model-evaluation
 42 1 2024-11-08 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
finetuning.py
in services/3-finetuning
 162 1 2024-12-06 2024-12-09 2 2 mervesayan@google.com lgrangeau@google.com
output.tf
in terraform/modules/gcs
 3 - 2024-10-19 2024-10-19 1 1 mervesayan@google.com mervesayan@google.com
versions.tf
in terraform/modules/gcs
 8 - 2024-10-19 2024-10-19 1 1 mervesayan@google.com mervesayan@google.com
versions.tf
in terraform/modules/finetuning-service
 20 - 2024-10-21 2024-10-21 1 1 mervesayan@google.com mervesayan@google.com
versions.tf
in terraform/modules/gke
 20 - 2024-10-20 2024-10-20 1 1 mervesayan@google.com mervesayan@google.com
versions.tf
in terraform/modules/data-pipeline-service
 20 - 2024-10-20 2024-10-20 1 1 mervesayan@google.com mervesayan@google.com
Files With Most Contributors (Top 38)
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
main.tf
in terraform
 33 - 2024-10-19 2024-11-04 5 2 mervesayan@google.com lgrangeau@google.com
deployment.tf
in terraform/modules/data-pipeline-service
 72 - 2024-10-20 2024-11-27 4 2 mervesayan@google.com mervesayan@google.com
deployment.tf
in terraform/modules/finetuning-service
 93 - 2024-10-21 2024-11-27 4 2 mervesayan@google.com mervesayan@google.com
variables.tf
in terraform
 19 - 2024-10-19 2024-11-04 4 2 mervesayan@google.com lgrangeau@google.com
secret.tf
in terraform/modules/data-pipeline-service
 15 - 2024-10-20 2024-11-04 3 2 mervesayan@google.com lgrangeau@google.com
sa-role.yaml
in manifests
 12 - 2024-12-03 2024-12-09 3 2 lgrangeau@google.com lgrangeau@google.com
inference.yaml
in manifests
 65 - 2024-12-03 2024-12-09 3 2 lgrangeau@google.com lgrangeau@google.com
pv-logs.yaml
in manifests
 18 - 2024-11-05 2024-12-09 3 2 lgrangeau@google.com lgrangeau@google.com
pv-dags.yaml
in manifests
 18 - 2024-11-05 2024-12-09 3 2 lgrangeau@google.com lgrangeau@google.com
data-preparation.py
in services/2-data-preparation
 34 1 2024-12-06 2024-12-09 2 2 mervesayan@google.com lgrangeau@google.com
finetuning.py
in services/3-finetuning
 162 1 2024-12-06 2024-12-09 2 2 mervesayan@google.com lgrangeau@google.com
cloudbuild.yaml
in services/5-inference
 23 - 2024-11-27 2024-12-09 2 2 mervesayan@google.com lgrangeau@google.com
ns.tf
in terraform/modules/data-pipeline-service
 8 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
variables.tf
in terraform/modules/data-pipeline-service
 19 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
main.tf
in terraform/modules/gke
 6 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
variables.tf
in terraform/modules/gke
 8 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
api.tf
in terraform/modules/gke
 5 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
variables.tf
in terraform/modules/finetuning-service
 19 - 2024-10-21 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
main.tf
in terraform/modules/gcs
 20 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
sa.tf
in terraform/modules/gcs
 11 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
variables.tf
in terraform/modules/gcs
 17 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
api.tf
in terraform/modules/gcs
 10 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
provider.tf
in terraform
 5 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
versions.tf
in terraform
 9 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
101 1 2024-11-05 2024-12-09 8 1 lgrangeau@google.com lgrangeau@google.com
model-evaluation.py
in services/4-model-evaluation
 42 1 2024-11-08 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
dataset-download.py
in services/1-dataset-download
 17 1 2024-12-06 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
namespace.yaml
in manifests
 6 - 2024-11-05 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
pvc-dags.yaml
in manifests
 13 - 2024-11-05 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
mlops-sa.yaml
in manifests
 8 - 2024-11-05 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
13 - 2024-12-03 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
13 - 2024-12-03 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
pvc-logs.yaml
in manifests
 13 - 2024-11-05 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
versions.tf
in terraform/modules/data-pipeline-service
 20 - 2024-10-20 2024-10-20 1 1 mervesayan@google.com mervesayan@google.com
versions.tf
in terraform/modules/gke
 20 - 2024-10-20 2024-10-20 1 1 mervesayan@google.com mervesayan@google.com
versions.tf
in terraform/modules/finetuning-service
 20 - 2024-10-21 2024-10-21 1 1 mervesayan@google.com mervesayan@google.com
versions.tf
in terraform/modules/gcs
 8 - 2024-10-19 2024-10-19 1 1 mervesayan@google.com mervesayan@google.com
output.tf
in terraform/modules/gcs
 3 - 2024-10-19 2024-10-19 1 1 mervesayan@google.com mervesayan@google.com
Files With Least Contributors (Top 38)
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
101 1 2024-11-05 2024-12-09 8 1 lgrangeau@google.com lgrangeau@google.com
model-evaluation.py
in services/4-model-evaluation
 42 1 2024-11-08 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
versions.tf
in terraform/modules/data-pipeline-service
 20 - 2024-10-20 2024-10-20 1 1 mervesayan@google.com mervesayan@google.com
versions.tf
in terraform/modules/gke
 20 - 2024-10-20 2024-10-20 1 1 mervesayan@google.com mervesayan@google.com
versions.tf
in terraform/modules/finetuning-service
 20 - 2024-10-21 2024-10-21 1 1 mervesayan@google.com mervesayan@google.com
dataset-download.py
in services/1-dataset-download
 17 1 2024-12-06 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
pvc-dags.yaml
in manifests
 13 - 2024-11-05 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
13 - 2024-12-03 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
13 - 2024-12-03 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
pvc-logs.yaml
in manifests
 13 - 2024-11-05 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
versions.tf
in terraform/modules/gcs
 8 - 2024-10-19 2024-10-19 1 1 mervesayan@google.com mervesayan@google.com
mlops-sa.yaml
in manifests
 8 - 2024-11-05 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
namespace.yaml
in manifests
 6 - 2024-11-05 2024-12-09 2 1 lgrangeau@google.com lgrangeau@google.com
output.tf
in terraform/modules/gcs
 3 - 2024-10-19 2024-10-19 1 1 mervesayan@google.com mervesayan@google.com
finetuning.py
in services/3-finetuning
 162 1 2024-12-06 2024-12-09 2 2 mervesayan@google.com lgrangeau@google.com
deployment.tf
in terraform/modules/finetuning-service
 93 - 2024-10-21 2024-11-27 4 2 mervesayan@google.com mervesayan@google.com
deployment.tf
in terraform/modules/data-pipeline-service
 72 - 2024-10-20 2024-11-27 4 2 mervesayan@google.com mervesayan@google.com
inference.yaml
in manifests
 65 - 2024-12-03 2024-12-09 3 2 lgrangeau@google.com lgrangeau@google.com
data-preparation.py
in services/2-data-preparation
 34 1 2024-12-06 2024-12-09 2 2 mervesayan@google.com lgrangeau@google.com
main.tf
in terraform
 33 - 2024-10-19 2024-11-04 5 2 mervesayan@google.com lgrangeau@google.com
cloudbuild.yaml
in services/5-inference
 23 - 2024-11-27 2024-12-09 2 2 mervesayan@google.com lgrangeau@google.com
main.tf
in terraform/modules/gcs
 20 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
variables.tf
in terraform/modules/data-pipeline-service
 19 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
variables.tf
in terraform/modules/finetuning-service
 19 - 2024-10-21 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
variables.tf
in terraform
 19 - 2024-10-19 2024-11-04 4 2 mervesayan@google.com lgrangeau@google.com
pv-logs.yaml
in manifests
 18 - 2024-11-05 2024-12-09 3 2 lgrangeau@google.com lgrangeau@google.com
pv-dags.yaml
in manifests
 18 - 2024-11-05 2024-12-09 3 2 lgrangeau@google.com lgrangeau@google.com
variables.tf
in terraform/modules/gcs
 17 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
secret.tf
in terraform/modules/data-pipeline-service
 15 - 2024-10-20 2024-11-04 3 2 mervesayan@google.com lgrangeau@google.com
sa-role.yaml
in manifests
 12 - 2024-12-03 2024-12-09 3 2 lgrangeau@google.com lgrangeau@google.com
sa.tf
in terraform/modules/gcs
 11 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
api.tf
in terraform/modules/gcs
 10 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
versions.tf
in terraform
 9 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
ns.tf
in terraform/modules/data-pipeline-service
 8 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
variables.tf
in terraform/modules/gke
 8 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
main.tf
in terraform/modules/gke
 6 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
api.tf
in terraform/modules/gke
 5 - 2024-10-20 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
provider.tf
in terraform
 5 - 2024-10-19 2024-11-04 2 2 mervesayan@google.com lgrangeau@google.com
Correlations

File Size vs. Number of Changes: 38 points

manifests/inference-service.yaml x: 13 lines of code y: 2 # changes manifests/inference.yaml x: 65 lines of code y: 3 # changes manifests/mlops-sa.yaml x: 8 lines of code y: 2 # changes manifests/namespace.yaml x: 6 lines of code y: 2 # changes manifests/pv-dags.yaml x: 18 lines of code y: 3 # changes manifests/sa-role.yaml x: 12 lines of code y: 3 # changes ml-ops-dag.py x: 101 lines of code y: 8 # changes services/1-dataset-download/dataset-download.py x: 17 lines of code y: 2 # changes services/2-data-preparation/data-preparation.py x: 34 lines of code y: 2 # changes services/3-finetuning/finetuning.py x: 162 lines of code y: 2 # changes services/4-model-evaluation/model-evaluation.py x: 42 lines of code y: 2 # changes services/5-inference/cloudbuild.yaml x: 23 lines of code y: 2 # changes terraform/modules/data-pipeline-service/deployment.tf x: 72 lines of code y: 4 # changes terraform/modules/finetuning-service/deployment.tf x: 93 lines of code y: 4 # changes terraform/main.tf x: 33 lines of code y: 5 # changes terraform/modules/data-pipeline-service/secret.tf x: 15 lines of code y: 3 # changes terraform/modules/data-pipeline-service/variables.tf x: 19 lines of code y: 2 # changes terraform/modules/gcs/api.tf x: 10 lines of code y: 2 # changes terraform/modules/gcs/main.tf x: 20 lines of code y: 2 # changes terraform/modules/gcs/sa.tf x: 11 lines of code y: 2 # changes terraform/modules/gke/api.tf x: 5 lines of code y: 2 # changes terraform/variables.tf x: 19 lines of code y: 4 # changes terraform/versions.tf x: 9 lines of code y: 2 # changes terraform/modules/finetuning-service/versions.tf x: 20 lines of code y: 1 # changes terraform/modules/gcs/output.tf x: 3 lines of code y: 1 # changes terraform/modules/gcs/versions.tf x: 8 lines of code y: 1 # changes
8.0
# changes
  min: 1.0
  average: 2.39
  25th percentile: 2.0
  median: 2.0
  75th percentile: 3.0
  max: 8.0
0 162.0
lines of code
min: 3.0 | average: 26.26 | 25th percentile: 8.75 | median: 17.0 | 75th percentile: 20.75 | max: 162.0

Number of Contributors vs. Number of Changes: 38 points

manifests/inference-service.yaml x: 1 # contributors y: 2 # changes manifests/inference.yaml x: 2 # contributors y: 3 # changes ml-ops-dag.py x: 1 # contributors y: 8 # changes services/2-data-preparation/data-preparation.py x: 2 # contributors y: 2 # changes terraform/modules/data-pipeline-service/deployment.tf x: 2 # contributors y: 4 # changes terraform/main.tf x: 2 # contributors y: 5 # changes terraform/modules/finetuning-service/versions.tf x: 1 # contributors y: 1 # changes
8.0
# changes
  min: 1.0
  average: 2.39
  25th percentile: 2.0
  median: 2.0
  75th percentile: 3.0
  max: 8.0
0 2.0
# contributors
min: 1.0 | average: 1.63 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 2.0 | max: 2.0

Number of Contributors vs. File Size: 38 points

manifests/inference-service.yaml x: 1 # contributors y: 13 lines of code manifests/inference.yaml x: 2 # contributors y: 65 lines of code manifests/mlops-sa.yaml x: 1 # contributors y: 8 lines of code manifests/namespace.yaml x: 1 # contributors y: 6 lines of code manifests/pv-dags.yaml x: 2 # contributors y: 18 lines of code manifests/sa-role.yaml x: 2 # contributors y: 12 lines of code ml-ops-dag.py x: 1 # contributors y: 101 lines of code services/1-dataset-download/dataset-download.py x: 1 # contributors y: 17 lines of code services/2-data-preparation/data-preparation.py x: 2 # contributors y: 34 lines of code services/3-finetuning/finetuning.py x: 2 # contributors y: 162 lines of code services/4-model-evaluation/model-evaluation.py x: 1 # contributors y: 42 lines of code services/5-inference/cloudbuild.yaml x: 2 # contributors y: 23 lines of code terraform/modules/data-pipeline-service/deployment.tf x: 2 # contributors y: 72 lines of code terraform/modules/finetuning-service/deployment.tf x: 2 # contributors y: 93 lines of code terraform/main.tf x: 2 # contributors y: 33 lines of code terraform/modules/data-pipeline-service/ns.tf x: 2 # contributors y: 8 lines of code terraform/modules/data-pipeline-service/secret.tf x: 2 # contributors y: 15 lines of code terraform/modules/data-pipeline-service/variables.tf x: 2 # contributors y: 19 lines of code terraform/modules/gcs/api.tf x: 2 # contributors y: 10 lines of code terraform/modules/gcs/main.tf x: 2 # contributors y: 20 lines of code terraform/modules/gcs/sa.tf x: 2 # contributors y: 11 lines of code terraform/modules/gcs/variables.tf x: 2 # contributors y: 17 lines of code terraform/modules/gke/api.tf x: 2 # contributors y: 5 lines of code terraform/modules/gke/main.tf x: 2 # contributors y: 6 lines of code terraform/versions.tf x: 2 # contributors y: 9 lines of code terraform/modules/finetuning-service/versions.tf x: 1 # contributors y: 20 lines of code terraform/modules/gcs/output.tf x: 1 # contributors y: 3 lines of code
162.0
lines of code
  min: 3.0
  average: 26.26
  25th percentile: 8.75
  median: 17.0
  75th percentile: 20.75
  max: 162.0
0 2.0
# contributors
min: 1.0 | average: 1.63 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 2.0 | max: 2.0