GoogleCloudPlatform / data-to-ai
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 20 files with 5,078 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)
    • 6 files changed 6-20 times (1,053 lines of code)
    • 14 files changed 1-5 times (4,025 lines of code)
0% | 0% | 0% | 20% | 79%
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 20 files with 5,078 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)
    • 11 files changed by 2-5 contributors (4,802 lines of code)
    • 9 files changed by 1 contributor (276 lines of code)
0% | 0% | 0% | 94% | 5%
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, md, json, yaml, ipynb, txt, sh, json5, gitignore
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
ipynb0% | 0% | 0% | 19% | 80%
tf0% | 0% | 0% | 24% | 75%
yaml0% | 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
notebooks0% | 0% | 0% | 19% | 80%
infrastructure0% | 0% | 0% | 24% | 75%
prompts0% | 0% | 0% | 100% | 0%
Most Frequently Changed Files (Top 20)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
service-account.tf
in infrastructure/terraform
 64 - 2024-10-25 2025-01-30 9 2 slilichenko@google.com me@traviswebb.com
variables.tf
in infrastructure/terraform
 48 - 2024-10-25 2025-03-13 8 2 slilichenko@google.com slilichenko@google.com
13 - 2024-12-12 2025-01-03 6 2 rarsan@google.com rarsan@google.com
main.tf
in infrastructure/terraform
 19 - 2024-10-25 2025-04-02 6 2 slilichenko@google.com me@traviswebb.com
invoker-function.tf
in infrastructure/terraform
 58 - 2024-10-31 2025-02-17 6 3 slilichenko@google.com eyalbenivri@gmail.com
851 - 2025-02-14 2025-04-07 6 2 me@traviswebb.com eyalbenivri@gmail.com
bigquery-table.tf
in infrastructure/terraform
 203 - 2024-12-30 2025-02-17 4 3 slilichenko@google.com eyalbenivri@gmail.com
1013 - 2025-01-15 2025-03-18 4 4 rarsan@google.com scohen@google.com
output.tf
in infrastructure/terraform
 15 - 2024-10-25 2024-10-31 3 1 slilichenko@google.com slilichenko@google.com
bigquery-procedure.tf
in infrastructure/terraform
 94 - 2024-12-30 2025-01-30 3 3 slilichenko@google.com me@traviswebb.com
650 - 2025-02-14 2025-03-18 3 2 me@traviswebb.com scohen@google.com
1789 - 2025-03-06 2025-04-07 3 2 slilichenko@google.com slilichenko@google.com
gcs.tf
in infrastructure/terraform
 6 - 2024-10-25 2024-10-28 2 1 slilichenko@google.com slilichenko@google.com
scheduler.tf
in infrastructure/terraform
 22 - 2024-10-31 2024-12-22 2 1 slilichenko@google.com slilichenko@google.com
bigquery-model.tf
in infrastructure/terraform
 142 - 2024-12-30 2025-01-12 2 1 slilichenko@google.com slilichenko@google.com
variables.tf
in infrastructure/project-setup
 4 - 2025-01-12 2025-01-12 1 1 slilichenko@google.com slilichenko@google.com
environment-shell-script.tf
in infrastructure/terraform
 7 - 2024-10-31 2024-10-31 1 1 slilichenko@google.com slilichenko@google.com
main.tf
in infrastructure/project-setup
 14 - 2025-01-12 2025-01-12 1 1 slilichenko@google.com slilichenko@google.com
service-api.tf
in infrastructure/project-setup
 32 - 2025-01-12 2025-01-12 1 1 slilichenko@google.com slilichenko@google.com
alerts.tf
in infrastructure/terraform
 34 - 2024-12-09 2024-12-09 1 1 rarsan@google.com rarsan@google.com
Files With Most Contributors (Top 20)
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
1013 - 2025-01-15 2025-03-18 4 4 rarsan@google.com scohen@google.com
invoker-function.tf
in infrastructure/terraform
 58 - 2024-10-31 2025-02-17 6 3 slilichenko@google.com eyalbenivri@gmail.com
bigquery-table.tf
in infrastructure/terraform
 203 - 2024-12-30 2025-02-17 4 3 slilichenko@google.com eyalbenivri@gmail.com
bigquery-procedure.tf
in infrastructure/terraform
 94 - 2024-12-30 2025-01-30 3 3 slilichenko@google.com me@traviswebb.com
service-account.tf
in infrastructure/terraform
 64 - 2024-10-25 2025-01-30 9 2 slilichenko@google.com me@traviswebb.com
variables.tf
in infrastructure/terraform
 48 - 2024-10-25 2025-03-13 8 2 slilichenko@google.com slilichenko@google.com
13 - 2024-12-12 2025-01-03 6 2 rarsan@google.com rarsan@google.com
851 - 2025-02-14 2025-04-07 6 2 me@traviswebb.com eyalbenivri@gmail.com
main.tf
in infrastructure/terraform
 19 - 2024-10-25 2025-04-02 6 2 slilichenko@google.com me@traviswebb.com
650 - 2025-02-14 2025-03-18 3 2 me@traviswebb.com scohen@google.com
1789 - 2025-03-06 2025-04-07 3 2 slilichenko@google.com slilichenko@google.com
output.tf
in infrastructure/terraform
 15 - 2024-10-25 2024-10-31 3 1 slilichenko@google.com slilichenko@google.com
scheduler.tf
in infrastructure/terraform
 22 - 2024-10-31 2024-12-22 2 1 slilichenko@google.com slilichenko@google.com
bigquery-model.tf
in infrastructure/terraform
 142 - 2024-12-30 2025-01-12 2 1 slilichenko@google.com slilichenko@google.com
gcs.tf
in infrastructure/terraform
 6 - 2024-10-25 2024-10-28 2 1 slilichenko@google.com slilichenko@google.com
main.tf
in infrastructure/project-setup
 14 - 2025-01-12 2025-01-12 1 1 slilichenko@google.com slilichenko@google.com
service-api.tf
in infrastructure/project-setup
 32 - 2025-01-12 2025-01-12 1 1 slilichenko@google.com slilichenko@google.com
variables.tf
in infrastructure/project-setup
 4 - 2025-01-12 2025-01-12 1 1 slilichenko@google.com slilichenko@google.com
environment-shell-script.tf
in infrastructure/terraform
 7 - 2024-10-31 2024-10-31 1 1 slilichenko@google.com slilichenko@google.com
alerts.tf
in infrastructure/terraform
 34 - 2024-12-09 2024-12-09 1 1 rarsan@google.com rarsan@google.com
Files With Least Contributors (Top 20)
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
bigquery-model.tf
in infrastructure/terraform
 142 - 2024-12-30 2025-01-12 2 1 slilichenko@google.com slilichenko@google.com
alerts.tf
in infrastructure/terraform
 34 - 2024-12-09 2024-12-09 1 1 rarsan@google.com rarsan@google.com
service-api.tf
in infrastructure/project-setup
 32 - 2025-01-12 2025-01-12 1 1 slilichenko@google.com slilichenko@google.com
scheduler.tf
in infrastructure/terraform
 22 - 2024-10-31 2024-12-22 2 1 slilichenko@google.com slilichenko@google.com
output.tf
in infrastructure/terraform
 15 - 2024-10-25 2024-10-31 3 1 slilichenko@google.com slilichenko@google.com
main.tf
in infrastructure/project-setup
 14 - 2025-01-12 2025-01-12 1 1 slilichenko@google.com slilichenko@google.com
environment-shell-script.tf
in infrastructure/terraform
 7 - 2024-10-31 2024-10-31 1 1 slilichenko@google.com slilichenko@google.com
gcs.tf
in infrastructure/terraform
 6 - 2024-10-25 2024-10-28 2 1 slilichenko@google.com slilichenko@google.com
variables.tf
in infrastructure/project-setup
 4 - 2025-01-12 2025-01-12 1 1 slilichenko@google.com slilichenko@google.com
1789 - 2025-03-06 2025-04-07 3 2 slilichenko@google.com slilichenko@google.com
851 - 2025-02-14 2025-04-07 6 2 me@traviswebb.com eyalbenivri@gmail.com
650 - 2025-02-14 2025-03-18 3 2 me@traviswebb.com scohen@google.com
service-account.tf
in infrastructure/terraform
 64 - 2024-10-25 2025-01-30 9 2 slilichenko@google.com me@traviswebb.com
variables.tf
in infrastructure/terraform
 48 - 2024-10-25 2025-03-13 8 2 slilichenko@google.com slilichenko@google.com
main.tf
in infrastructure/terraform
 19 - 2024-10-25 2025-04-02 6 2 slilichenko@google.com me@traviswebb.com
13 - 2024-12-12 2025-01-03 6 2 rarsan@google.com rarsan@google.com
bigquery-table.tf
in infrastructure/terraform
 203 - 2024-12-30 2025-02-17 4 3 slilichenko@google.com eyalbenivri@gmail.com
bigquery-procedure.tf
in infrastructure/terraform
 94 - 2024-12-30 2025-01-30 3 3 slilichenko@google.com me@traviswebb.com
invoker-function.tf
in infrastructure/terraform
 58 - 2024-10-31 2025-02-17 6 3 slilichenko@google.com eyalbenivri@gmail.com
1013 - 2025-01-15 2025-03-18 4 4 rarsan@google.com scohen@google.com
Correlations

File Size vs. Number of Changes: 20 points

notebooks/part_2_large_scale_understanding.ipynb x: 851 lines of code y: 6 # changes notebooks/part_3_time_series_forecasting.ipynb x: 1789 lines of code y: 3 # changes infrastructure/terraform/main.tf x: 19 lines of code y: 6 # changes notebooks/generate_synthetic_multimodal_data.ipynb x: 650 lines of code y: 3 # changes notebooks/multimodal_search_evaluation.ipynb x: 1013 lines of code y: 4 # changes infrastructure/terraform/variables.tf x: 48 lines of code y: 8 # changes infrastructure/terraform/bigquery-table.tf x: 203 lines of code y: 4 # changes infrastructure/terraform/invoker-function.tf x: 58 lines of code y: 6 # changes infrastructure/terraform/bigquery-procedure.tf x: 94 lines of code y: 3 # changes infrastructure/terraform/service-account.tf x: 64 lines of code y: 9 # changes infrastructure/project-setup/main.tf x: 14 lines of code y: 1 # changes infrastructure/project-setup/service-api.tf x: 32 lines of code y: 1 # changes infrastructure/project-setup/variables.tf x: 4 lines of code y: 1 # changes infrastructure/terraform/bigquery-model.tf x: 142 lines of code y: 2 # changes prompts/describe-image.prompt.yaml x: 13 lines of code y: 6 # changes infrastructure/terraform/scheduler.tf x: 22 lines of code y: 2 # changes infrastructure/terraform/alerts.tf x: 34 lines of code y: 1 # changes infrastructure/terraform/environment-shell-script.tf x: 7 lines of code y: 1 # changes infrastructure/terraform/output.tf x: 15 lines of code y: 3 # changes infrastructure/terraform/gcs.tf x: 6 lines of code y: 2 # changes
9.0
# changes
  min: 1.0
  average: 3.6
  25th percentile: 1.25
  median: 3.0
  75th percentile: 6.0
  max: 9.0
0 1789.0
lines of code
min: 4.0 | average: 253.9 | 25th percentile: 14.25 | median: 41.0 | 75th percentile: 187.75 | max: 1789.0

Number of Contributors vs. Number of Changes: 20 points

notebooks/part_2_large_scale_understanding.ipynb x: 2 # contributors y: 6 # changes notebooks/part_3_time_series_forecasting.ipynb x: 2 # contributors y: 3 # changes notebooks/multimodal_search_evaluation.ipynb x: 4 # contributors y: 4 # changes infrastructure/terraform/variables.tf x: 2 # contributors y: 8 # changes infrastructure/terraform/bigquery-table.tf x: 3 # contributors y: 4 # changes infrastructure/terraform/invoker-function.tf x: 3 # contributors y: 6 # changes infrastructure/terraform/bigquery-procedure.tf x: 3 # contributors y: 3 # changes infrastructure/terraform/service-account.tf x: 2 # contributors y: 9 # changes infrastructure/project-setup/main.tf x: 1 # contributors y: 1 # changes infrastructure/terraform/bigquery-model.tf x: 1 # contributors y: 2 # changes infrastructure/terraform/output.tf x: 1 # contributors y: 3 # changes
9.0
# changes
  min: 1.0
  average: 3.6
  25th percentile: 1.25
  median: 3.0
  75th percentile: 6.0
  max: 9.0
0 4.0
# contributors
min: 1.0 | average: 1.8 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 2.0 | max: 4.0

Number of Contributors vs. File Size: 20 points

notebooks/part_2_large_scale_understanding.ipynb x: 2 # contributors y: 851 lines of code notebooks/part_3_time_series_forecasting.ipynb x: 2 # contributors y: 1789 lines of code infrastructure/terraform/main.tf x: 2 # contributors y: 19 lines of code notebooks/generate_synthetic_multimodal_data.ipynb x: 2 # contributors y: 650 lines of code notebooks/multimodal_search_evaluation.ipynb x: 4 # contributors y: 1013 lines of code infrastructure/terraform/variables.tf x: 2 # contributors y: 48 lines of code infrastructure/terraform/bigquery-table.tf x: 3 # contributors y: 203 lines of code infrastructure/terraform/invoker-function.tf x: 3 # contributors y: 58 lines of code infrastructure/terraform/bigquery-procedure.tf x: 3 # contributors y: 94 lines of code infrastructure/terraform/service-account.tf x: 2 # contributors y: 64 lines of code infrastructure/project-setup/main.tf x: 1 # contributors y: 14 lines of code infrastructure/project-setup/service-api.tf x: 1 # contributors y: 32 lines of code infrastructure/project-setup/variables.tf x: 1 # contributors y: 4 lines of code infrastructure/terraform/bigquery-model.tf x: 1 # contributors y: 142 lines of code prompts/describe-image.prompt.yaml x: 2 # contributors y: 13 lines of code infrastructure/terraform/scheduler.tf x: 1 # contributors y: 22 lines of code infrastructure/terraform/output.tf x: 1 # contributors y: 15 lines of code
1789.0
lines of code
  min: 4.0
  average: 253.9
  25th percentile: 14.25
  median: 41.0
  75th percentile: 187.75
  max: 1789.0
0 4.0
# contributors
min: 1.0 | average: 1.8 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 2.0 | max: 4.0