GoogleCloudPlatform / specialized-training-content
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 58 files with 14,562 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)
    • 0 files changed 6-20 times (0 lines of code)
    • 58 files changed 1-5 times (14,562 lines of code)
0% | 0% | 0% | 0% | 100%
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 58 files with 14,562 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)
    • 2 files changed by 2-5 contributors (1,522 lines of code)
    • 56 files changed by 1 contributor (13,040 lines of code)
0% | 0% | 0% | 10% | 89%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
jsonl, ipynb, py, sh, txt, md, sql, tf, tfvars, json
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
ipynb0% | 0% | 0% | 0% | 100%
py0% | 0% | 0% | 0% | 100%
jsonl0% | 0% | 0% | 0% | 100%
sql0% | 0% | 0% | 0% | 100%
tf0% | 0% | 0% | 0% | 100%
tfvars0% | 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
courses0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
model.py
in courses/DSL/challenge-mlprep/fraud_detection/trainer
 146 8 2024-10-18 2025-02-27 5 1 maabel0712@gmail.com maabel0712@gmail.com
baseline_summarization_chat.ipynb
in courses/agent_assist
 523 - 2024-03-21 2024-08-16 5 2 maabel0712@gmail.com maabel0712@gmail.com
grocerybot_assistant.ipynb
in courses/generative_ai/app_dev_llm
 999 - 2024-08-29 2025-01-23 5 3 91123324+achyut-sskills@use... 91123324+achyut-sskills@use...
task.py
in courses/DSL/challenge-mlprep/fraud_detection/trainer
 52 - 2024-10-18 2025-02-24 4 1 maabel0712@gmail.com maabel0712@gmail.com
app.py
in courses/writing_prompts/streamlit_gemini_vision
 75 2 2024-06-13 2024-09-06 4 1 maabel0712@gmail.com maabel0712@gmail.com
app.py
in courses/writing_prompts/streamlit_gemini_text
 84 4 2024-05-29 2024-08-16 4 1 maabel0712@gmail.com maabel0712@gmail.com
predict.py
in courses/DSL/challenge-mlprep
 21 1 2024-10-21 2025-02-24 3 1 maabel0712@gmail.com maabel0712@gmail.com
__init__.py
in courses/DSL/challenge-mlprep/fraud_detection/trainer
 1 - 2024-10-18 2024-10-21 2 1 maabel0712@gmail.com maabel0712@gmail.com
setup.py
in courses/DSL/challenge-mlprep/fraud_detection
 8 - 2024-10-18 2024-10-21 2 1 maabel0712@gmail.com maabel0712@gmail.com
baseline_summarization_audio.ipynb
in courses/agent_assist
 965 - 2024-04-18 2024-05-29 2 1 maabel0712@gmail.com maabel0712@gmail.com
terraform.tfvars
in courses/understanding_spanner/terraform-spanner
 2 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
pets-db-schema.sql
in courses/understanding_spanner/dataflow
 7 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
pets-db-schema-keys.sql
in courses/understanding_spanner/gcloud-spanner
 12 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
pets-db-schema-interleaved.sql
in courses/understanding_spanner/gcloud-spanner
 12 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
pets-db-schema.sql
in courses/understanding_spanner/cloud-run
 12 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
provider.tf
in courses/understanding_spanner/terraform-spanner
 12 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
pets-db-schema.sql
in courses/understanding_spanner/gcloud-spanner
 15 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
main.tf
in courses/understanding_spanner/terraform-spanner
 16 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
main.py
in courses/understanding_spanner/cloud-functions/spanner_get_pets
 17 1 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
orders-db-schema.sql
in courses/understanding_spanner/solution
 20 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
variables.tf
in courses/understanding_spanner/terraform-spanner
 21 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
main.py
in courses/DSL/clicks-service
 22 2 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
jsonl
stores.jsonl
in courses/DSL/transactions-mock-data
 26 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
orders-db-schema.sql
in courses/understanding_spanner/spanner-challenge-lab
 27 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
spanner-to-bq0.py
in courses/understanding_spanner/dataflow
 31 1 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
deploy_model.py
in courses/DSL/challenge-mlprep
 32 - 2024-10-31 2024-10-31 1 1 maabel0712@gmail.com maabel0712@gmail.com
spanner-to-bq1.py
in courses/understanding_spanner/dataflow
 39 1 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
spanner-to-bq.py
in courses/understanding_spanner/dataflow
 45 1 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
main.py
in courses/understanding_spanner/cloud-functions/spanner_save_pets
 56 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
import-orders-to-spanner.py
in courses/understanding_spanner/spanner-challenge-lab
 60 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
import-products-to-spanner.py
in courses/understanding_spanner/spanner-challenge-lab
 61 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
import-details-to-spanner.py
in courses/understanding_spanner/spanner-challenge-lab
 61 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
csv-to-spanner.py
in courses/understanding_spanner/dataflow
 63 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
import-customers-to-spanner.py
in courses/understanding_spanner/spanner-challenge-lab
 64 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-dataflow-read-parse-print.ipynb
in courses/DSL/pub-sub-examples
 112 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-pull-subscriber.ipynb
in courses/DSL/pub-sub-examples
 122 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
main.py
in courses/understanding_spanner/cloud-run
 123 9 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-dataflow-fixed-window-count.ipynb
in courses/DSL/pub-sub-examples
 131 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-send-and-recieve-sample.ipynb
in courses/DSL/pub-sub-examples
 132 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-dataflow-sliding-window-count.ipynb
in courses/DSL/pub-sub-examples
 149 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
153 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Generating_PK_Values.ipynb
in courses/understanding_spanner/colab-notebooks
 189 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
store-transactions-generator.ipynb
in courses/DSL/transactions-mock-data
 233 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-simulated-clicks-feed.ipynb
in courses/DSL/pub-sub-examples
 247 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
apache-beam-dataflow-runner.ipynb
in courses/DSL/dataflow-examples
 418 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
click-stream-generator.ipynb
in courses/DSL/challenge-clickstream
 463 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
apache-beam-schemas.ipynb
in courses/DSL/dataflow-examples
 480 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Samples_Python.ipynb
in courses/understanding_spanner/colab-notebooks
 510 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_PostgeSQL.ipynb
in courses/understanding_spanner/colab-notebooks
 543 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Interleaved.ipynb
in courses/understanding_spanner/colab-notebooks
 562 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Files With Most Contributors (Top 50)
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
grocerybot_assistant.ipynb
in courses/generative_ai/app_dev_llm
 999 - 2024-08-29 2025-01-23 5 3 91123324+achyut-sskills@use... 91123324+achyut-sskills@use...
baseline_summarization_chat.ipynb
in courses/agent_assist
 523 - 2024-03-21 2024-08-16 5 2 maabel0712@gmail.com maabel0712@gmail.com
model.py
in courses/DSL/challenge-mlprep/fraud_detection/trainer
 146 8 2024-10-18 2025-02-27 5 1 maabel0712@gmail.com maabel0712@gmail.com
task.py
in courses/DSL/challenge-mlprep/fraud_detection/trainer
 52 - 2024-10-18 2025-02-24 4 1 maabel0712@gmail.com maabel0712@gmail.com
app.py
in courses/writing_prompts/streamlit_gemini_text
 84 4 2024-05-29 2024-08-16 4 1 maabel0712@gmail.com maabel0712@gmail.com
app.py
in courses/writing_prompts/streamlit_gemini_vision
 75 2 2024-06-13 2024-09-06 4 1 maabel0712@gmail.com maabel0712@gmail.com
predict.py
in courses/DSL/challenge-mlprep
 21 1 2024-10-21 2025-02-24 3 1 maabel0712@gmail.com maabel0712@gmail.com
setup.py
in courses/DSL/challenge-mlprep/fraud_detection
 8 - 2024-10-18 2024-10-21 2 1 maabel0712@gmail.com maabel0712@gmail.com
__init__.py
in courses/DSL/challenge-mlprep/fraud_detection/trainer
 1 - 2024-10-18 2024-10-21 2 1 maabel0712@gmail.com maabel0712@gmail.com
baseline_summarization_audio.ipynb
in courses/agent_assist
 965 - 2024-04-18 2024-05-29 2 1 maabel0712@gmail.com maabel0712@gmail.com
deploy_model.py
in courses/DSL/challenge-mlprep
 32 - 2024-10-31 2024-10-31 1 1 maabel0712@gmail.com maabel0712@gmail.com
main.py
in courses/DSL/clicks-service
 22 2 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
store-transactions-generator.ipynb
in courses/DSL/transactions-mock-data
 233 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
jsonl
stores.jsonl
in courses/DSL/transactions-mock-data
 26 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
jsonl
store_transactions.jsonl
in courses/DSL/transactions-mock-data
 1000 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
click-stream-generator.ipynb
in courses/DSL/challenge-clickstream
 463 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
apache-beam-io.ipynb
in courses/DSL/dataflow-examples
 620 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
apache-beam-dataflow-runner.ipynb
in courses/DSL/dataflow-examples
 418 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
apache-beam-basics.ipynb
in courses/DSL/dataflow-examples
 632 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
apache-beam-sql.ipynb
in courses/DSL/dataflow-examples
 623 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
apache-beam-schemas.ipynb
in courses/DSL/dataflow-examples
 480 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-dataflow-fixed-window-count.ipynb
in courses/DSL/pub-sub-examples
 131 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-send-and-recieve-sample.ipynb
in courses/DSL/pub-sub-examples
 132 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-pull-subscriber.ipynb
in courses/DSL/pub-sub-examples
 122 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-simulated-clicks-feed.ipynb
in courses/DSL/pub-sub-examples
 247 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-dataflow-read-parse-print.ipynb
in courses/DSL/pub-sub-examples
 112 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-dataflow-sliding-window-count.ipynb
in courses/DSL/pub-sub-examples
 149 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
153 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
main.tf
in courses/understanding_spanner/terraform-spanner
 16 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
provider.tf
in courses/understanding_spanner/terraform-spanner
 12 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
variables.tf
in courses/understanding_spanner/terraform-spanner
 21 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
terraform.tfvars
in courses/understanding_spanner/terraform-spanner
 2 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
main.py
in courses/understanding_spanner/cloud-run
 123 9 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
pets-db-schema.sql
in courses/understanding_spanner/cloud-run
 12 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
spanner-to-bq0.py
in courses/understanding_spanner/dataflow
 31 1 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
csv-to-spanner.py
in courses/understanding_spanner/dataflow
 63 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
pets-db-schema.sql
in courses/understanding_spanner/dataflow
 7 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
spanner-to-bq1.py
in courses/understanding_spanner/dataflow
 39 1 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
spanner-to-bq.py
in courses/understanding_spanner/dataflow
 45 1 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
import-details-to-spanner.py
in courses/understanding_spanner/spanner-challenge-lab
 61 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
import-orders-to-spanner.py
in courses/understanding_spanner/spanner-challenge-lab
 60 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
orders-db-schema.sql
in courses/understanding_spanner/spanner-challenge-lab
 27 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
import-customers-to-spanner.py
in courses/understanding_spanner/spanner-challenge-lab
 64 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
import-products-to-spanner.py
in courses/understanding_spanner/spanner-challenge-lab
 61 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_PostgeSQL.ipynb
in courses/understanding_spanner/colab-notebooks
 543 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Python.ipynb
in courses/understanding_spanner/colab-notebooks
 882 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Queries_Transactions.ipynb
in courses/understanding_spanner/colab-notebooks
 813 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Samples_Python.ipynb
in courses/understanding_spanner/colab-notebooks
 510 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Generating_PK_Values.ipynb
in courses/understanding_spanner/colab-notebooks
 189 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Samples-demo-with-colab.ipynb
in courses/understanding_spanner/colab-notebooks
 928 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Files With Least Contributors (Top 50)
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
jsonl
store_transactions.jsonl
in courses/DSL/transactions-mock-data
 1000 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
baseline_summarization_audio.ipynb
in courses/agent_assist
 965 - 2024-04-18 2024-05-29 2 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Samples-demo-with-colab.ipynb
in courses/understanding_spanner/colab-notebooks
 928 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
intro_prompt_design.ipynb
in courses/generative_ai/gen_ai_explorer
 890 - 2024-03-12 2024-03-12 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Python.ipynb
in courses/understanding_spanner/colab-notebooks
 882 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Queries_Transactions.ipynb
in courses/understanding_spanner/colab-notebooks
 813 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
apache-beam-basics.ipynb
in courses/DSL/dataflow-examples
 632 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
apache-beam-sql.ipynb
in courses/DSL/dataflow-examples
 623 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
apache-beam-io.ipynb
in courses/DSL/dataflow-examples
 620 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Interleaved.ipynb
in courses/understanding_spanner/colab-notebooks
 562 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_PostgeSQL.ipynb
in courses/understanding_spanner/colab-notebooks
 543 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Samples_Python.ipynb
in courses/understanding_spanner/colab-notebooks
 510 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
apache-beam-schemas.ipynb
in courses/DSL/dataflow-examples
 480 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
click-stream-generator.ipynb
in courses/DSL/challenge-clickstream
 463 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
apache-beam-dataflow-runner.ipynb
in courses/DSL/dataflow-examples
 418 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-simulated-clicks-feed.ipynb
in courses/DSL/pub-sub-examples
 247 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
store-transactions-generator.ipynb
in courses/DSL/transactions-mock-data
 233 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
Spanner_Generating_PK_Values.ipynb
in courses/understanding_spanner/colab-notebooks
 189 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
153 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-dataflow-sliding-window-count.ipynb
in courses/DSL/pub-sub-examples
 149 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
model.py
in courses/DSL/challenge-mlprep/fraud_detection/trainer
 146 8 2024-10-18 2025-02-27 5 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-send-and-recieve-sample.ipynb
in courses/DSL/pub-sub-examples
 132 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-dataflow-fixed-window-count.ipynb
in courses/DSL/pub-sub-examples
 131 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
main.py
in courses/understanding_spanner/cloud-run
 123 9 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-pull-subscriber.ipynb
in courses/DSL/pub-sub-examples
 122 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
pub-sub-dataflow-read-parse-print.ipynb
in courses/DSL/pub-sub-examples
 112 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
app.py
in courses/writing_prompts/streamlit_gemini_text
 84 4 2024-05-29 2024-08-16 4 1 maabel0712@gmail.com maabel0712@gmail.com
app.py
in courses/writing_prompts/streamlit_gemini_vision
 75 2 2024-06-13 2024-09-06 4 1 maabel0712@gmail.com maabel0712@gmail.com
import-customers-to-spanner.py
in courses/understanding_spanner/spanner-challenge-lab
 64 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
csv-to-spanner.py
in courses/understanding_spanner/dataflow
 63 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
import-details-to-spanner.py
in courses/understanding_spanner/spanner-challenge-lab
 61 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
import-products-to-spanner.py
in courses/understanding_spanner/spanner-challenge-lab
 61 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
import-orders-to-spanner.py
in courses/understanding_spanner/spanner-challenge-lab
 60 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
main.py
in courses/understanding_spanner/cloud-functions/spanner_save_pets
 56 2 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
task.py
in courses/DSL/challenge-mlprep/fraud_detection/trainer
 52 - 2024-10-18 2025-02-24 4 1 maabel0712@gmail.com maabel0712@gmail.com
spanner-to-bq.py
in courses/understanding_spanner/dataflow
 45 1 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
spanner-to-bq1.py
in courses/understanding_spanner/dataflow
 39 1 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
deploy_model.py
in courses/DSL/challenge-mlprep
 32 - 2024-10-31 2024-10-31 1 1 maabel0712@gmail.com maabel0712@gmail.com
spanner-to-bq0.py
in courses/understanding_spanner/dataflow
 31 1 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
orders-db-schema.sql
in courses/understanding_spanner/spanner-challenge-lab
 27 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
jsonl
stores.jsonl
in courses/DSL/transactions-mock-data
 26 - 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
main.py
in courses/DSL/clicks-service
 22 2 2024-09-06 2024-09-06 1 1 maabel0712@gmail.com maabel0712@gmail.com
predict.py
in courses/DSL/challenge-mlprep
 21 1 2024-10-21 2025-02-24 3 1 maabel0712@gmail.com maabel0712@gmail.com
variables.tf
in courses/understanding_spanner/terraform-spanner
 21 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
orders-db-schema.sql
in courses/understanding_spanner/solution
 20 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
main.py
in courses/understanding_spanner/cloud-functions/spanner_get_pets
 17 1 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
main.tf
in courses/understanding_spanner/terraform-spanner
 16 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
pets-db-schema.sql
in courses/understanding_spanner/gcloud-spanner
 15 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
provider.tf
in courses/understanding_spanner/terraform-spanner
 12 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
pets-db-schema.sql
in courses/understanding_spanner/cloud-run
 12 - 2023-06-02 2023-06-02 1 1 maabel0712@gmail.com maabel0712@gmail.com
Correlations

File Size vs. Number of Changes: 58 points

courses/DSL/challenge-mlprep/fraud_detection/trainer/model.py x: 146 lines of code y: 5 # changes courses/DSL/challenge-mlprep/fraud_detection/trainer/task.py x: 52 lines of code y: 4 # changes courses/DSL/challenge-mlprep/predict.py x: 21 lines of code y: 3 # changes courses/generative_ai/app_dev_llm/grocerybot_assistant.ipynb x: 999 lines of code y: 5 # changes courses/DSL/challenge-mlprep/deploy_model.py x: 32 lines of code y: 1 # changes courses/DSL/challenge-mlprep/fraud_detection/setup.py x: 8 lines of code y: 2 # changes courses/DSL/challenge-mlprep/fraud_detection/trainer/__init__.py x: 1 lines of code y: 2 # changes courses/DSL/challenge-clickstream/click-stream-generator.ipynb x: 463 lines of code y: 1 # changes courses/DSL/clicks-service/main.py x: 22 lines of code y: 1 # changes courses/DSL/dataflow-examples/apache-beam-basics.ipynb x: 632 lines of code y: 1 # changes courses/DSL/dataflow-examples/apache-beam-dataflow-runner.ipynb x: 418 lines of code y: 1 # changes courses/DSL/dataflow-examples/apache-beam-io.ipynb x: 620 lines of code y: 1 # changes courses/DSL/dataflow-examples/apache-beam-schemas.ipynb x: 480 lines of code y: 1 # changes courses/DSL/dataflow-examples/apache-beam-sql.ipynb x: 623 lines of code y: 1 # changes courses/DSL/pub-sub-examples/pub-sub-dataflow-fixed-window-count.ipynb x: 131 lines of code y: 1 # changes courses/DSL/pub-sub-examples/pub-sub-dataflow-read-parse-print.ipynb x: 112 lines of code y: 1 # changes courses/DSL/pub-sub-examples/pub-sub-dataflow-sliding-window-count-bigquery.ipynb x: 153 lines of code y: 1 # changes courses/DSL/pub-sub-examples/pub-sub-dataflow-sliding-window-count.ipynb x: 149 lines of code y: 1 # changes courses/DSL/pub-sub-examples/pub-sub-pull-subscriber.ipynb x: 122 lines of code y: 1 # changes courses/DSL/pub-sub-examples/pub-sub-send-and-recieve-sample.ipynb x: 132 lines of code y: 1 # changes courses/DSL/pub-sub-examples/pub-sub-simulated-clicks-feed.ipynb x: 247 lines of code y: 1 # changes courses/DSL/transactions-mock-data/store-transactions-generator.ipynb x: 233 lines of code y: 1 # changes courses/DSL/transactions-mock-data/store_transactions.jsonl x: 1000 lines of code y: 1 # changes courses/DSL/transactions-mock-data/stores.jsonl x: 26 lines of code y: 1 # changes courses/writing_prompts/streamlit_gemini_vision/app.py x: 75 lines of code y: 4 # changes courses/agent_assist/baseline_summarization_chat.ipynb x: 523 lines of code y: 5 # changes courses/writing_prompts/streamlit_gemini_text/app.py x: 84 lines of code y: 4 # changes courses/agent_assist/baseline_summarization_audio.ipynb x: 965 lines of code y: 2 # changes courses/generative_ai/gen_ai_explorer/intro_prompt_design.ipynb x: 890 lines of code y: 1 # changes courses/understanding_spanner/cloud-functions/spanner_get_pets/main.py x: 17 lines of code y: 1 # changes courses/understanding_spanner/cloud-functions/spanner_save_pets/main.py x: 56 lines of code y: 1 # changes courses/understanding_spanner/cloud-run/main.py x: 123 lines of code y: 1 # changes courses/understanding_spanner/cloud-run/pets-db-schema.sql x: 12 lines of code y: 1 # changes courses/understanding_spanner/colab-notebooks/Spanner_Generating_PK_Values.ipynb x: 189 lines of code y: 1 # changes courses/understanding_spanner/colab-notebooks/Spanner_Interleaved.ipynb x: 562 lines of code y: 1 # changes courses/understanding_spanner/colab-notebooks/Spanner_PostgeSQL.ipynb x: 543 lines of code y: 1 # changes courses/understanding_spanner/colab-notebooks/Spanner_Python.ipynb x: 882 lines of code y: 1 # changes courses/understanding_spanner/colab-notebooks/Spanner_Queries_Transactions.ipynb x: 813 lines of code y: 1 # changes courses/understanding_spanner/colab-notebooks/Spanner_Samples-demo-with-colab.ipynb x: 928 lines of code y: 1 # changes courses/understanding_spanner/colab-notebooks/Spanner_Samples_Python.ipynb x: 510 lines of code y: 1 # changes courses/understanding_spanner/dataflow/csv-to-spanner.py x: 63 lines of code y: 1 # changes courses/understanding_spanner/dataflow/pets-db-schema.sql x: 7 lines of code y: 1 # changes courses/understanding_spanner/dataflow/spanner-to-bq.py x: 45 lines of code y: 1 # changes courses/understanding_spanner/dataflow/spanner-to-bq1.py x: 39 lines of code y: 1 # changes courses/understanding_spanner/gcloud-spanner/pets-db-schema.sql x: 15 lines of code y: 1 # changes courses/understanding_spanner/solution/orders-db-schema.sql x: 20 lines of code y: 1 # changes courses/understanding_spanner/spanner-challenge-lab/import-customers-to-spanner.py x: 64 lines of code y: 1 # changes courses/understanding_spanner/spanner-challenge-lab/import-details-to-spanner.py x: 61 lines of code y: 1 # changes courses/understanding_spanner/terraform-spanner/terraform.tfvars x: 2 lines of code y: 1 # changes
5.0
# changes
  min: 1.0
  average: 1.45
  25th percentile: 1.0
  median: 1.0
  75th percentile: 1.0
  max: 5.0
0 1000.0
lines of code
min: 1.0 | average: 251.07 | 25th percentile: 21.75 | median: 79.5 | 75th percentile: 487.5 | max: 1000.0

Number of Contributors vs. Number of Changes: 58 points

courses/DSL/challenge-mlprep/fraud_detection/trainer/model.py x: 1 # contributors y: 5 # changes courses/DSL/challenge-mlprep/fraud_detection/trainer/task.py x: 1 # contributors y: 4 # changes courses/DSL/challenge-mlprep/predict.py x: 1 # contributors y: 3 # changes courses/generative_ai/app_dev_llm/grocerybot_assistant.ipynb x: 3 # contributors y: 5 # changes courses/DSL/challenge-mlprep/deploy_model.py x: 1 # contributors y: 1 # changes courses/DSL/challenge-mlprep/fraud_detection/setup.py x: 1 # contributors y: 2 # changes courses/agent_assist/baseline_summarization_chat.ipynb x: 2 # contributors y: 5 # changes
5.0
# changes
  min: 1.0
  average: 1.45
  25th percentile: 1.0
  median: 1.0
  75th percentile: 1.0
  max: 5.0
0 3.0
# contributors
min: 1.0 | average: 1.05 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 3.0

Number of Contributors vs. File Size: 58 points

courses/DSL/challenge-mlprep/fraud_detection/trainer/model.py x: 1 # contributors y: 146 lines of code courses/DSL/challenge-mlprep/fraud_detection/trainer/task.py x: 1 # contributors y: 52 lines of code courses/DSL/challenge-mlprep/predict.py x: 1 # contributors y: 21 lines of code courses/generative_ai/app_dev_llm/grocerybot_assistant.ipynb x: 3 # contributors y: 999 lines of code courses/DSL/challenge-mlprep/deploy_model.py x: 1 # contributors y: 32 lines of code courses/DSL/challenge-mlprep/fraud_detection/setup.py x: 1 # contributors y: 8 lines of code courses/DSL/challenge-mlprep/fraud_detection/trainer/__init__.py x: 1 # contributors y: 1 lines of code courses/DSL/challenge-clickstream/click-stream-generator.ipynb x: 1 # contributors y: 463 lines of code courses/DSL/dataflow-examples/apache-beam-basics.ipynb x: 1 # contributors y: 632 lines of code courses/DSL/dataflow-examples/apache-beam-dataflow-runner.ipynb x: 1 # contributors y: 418 lines of code courses/DSL/dataflow-examples/apache-beam-io.ipynb x: 1 # contributors y: 620 lines of code courses/DSL/dataflow-examples/apache-beam-schemas.ipynb x: 1 # contributors y: 480 lines of code courses/DSL/dataflow-examples/apache-beam-sql.ipynb x: 1 # contributors y: 623 lines of code courses/DSL/pub-sub-examples/pub-sub-dataflow-fixed-window-count.ipynb x: 1 # contributors y: 131 lines of code courses/DSL/pub-sub-examples/pub-sub-dataflow-read-parse-print.ipynb x: 1 # contributors y: 112 lines of code courses/DSL/pub-sub-examples/pub-sub-dataflow-sliding-window-count-bigquery.ipynb x: 1 # contributors y: 153 lines of code courses/DSL/pub-sub-examples/pub-sub-pull-subscriber.ipynb x: 1 # contributors y: 122 lines of code courses/DSL/pub-sub-examples/pub-sub-simulated-clicks-feed.ipynb x: 1 # contributors y: 247 lines of code courses/DSL/transactions-mock-data/store-transactions-generator.ipynb x: 1 # contributors y: 233 lines of code courses/DSL/transactions-mock-data/store_transactions.jsonl x: 1 # contributors y: 1000 lines of code courses/DSL/transactions-mock-data/stores.jsonl x: 1 # contributors y: 26 lines of code courses/writing_prompts/streamlit_gemini_vision/app.py x: 1 # contributors y: 75 lines of code courses/agent_assist/baseline_summarization_chat.ipynb x: 2 # contributors y: 523 lines of code courses/writing_prompts/streamlit_gemini_text/app.py x: 1 # contributors y: 84 lines of code courses/agent_assist/baseline_summarization_audio.ipynb x: 1 # contributors y: 965 lines of code courses/generative_ai/gen_ai_explorer/intro_prompt_design.ipynb x: 1 # contributors y: 890 lines of code courses/understanding_spanner/cloud-functions/spanner_get_pets/main.py x: 1 # contributors y: 17 lines of code courses/understanding_spanner/cloud-functions/spanner_save_pets/main.py x: 1 # contributors y: 56 lines of code courses/understanding_spanner/cloud-run/main.py x: 1 # contributors y: 123 lines of code courses/understanding_spanner/cloud-run/pets-db-schema.sql x: 1 # contributors y: 12 lines of code courses/understanding_spanner/colab-notebooks/Spanner_Generating_PK_Values.ipynb x: 1 # contributors y: 189 lines of code courses/understanding_spanner/colab-notebooks/Spanner_Interleaved.ipynb x: 1 # contributors y: 562 lines of code courses/understanding_spanner/colab-notebooks/Spanner_PostgeSQL.ipynb x: 1 # contributors y: 543 lines of code courses/understanding_spanner/colab-notebooks/Spanner_Python.ipynb x: 1 # contributors y: 882 lines of code courses/understanding_spanner/colab-notebooks/Spanner_Queries_Transactions.ipynb x: 1 # contributors y: 813 lines of code courses/understanding_spanner/colab-notebooks/Spanner_Samples-demo-with-colab.ipynb x: 1 # contributors y: 928 lines of code courses/understanding_spanner/colab-notebooks/Spanner_Samples_Python.ipynb x: 1 # contributors y: 510 lines of code courses/understanding_spanner/dataflow/csv-to-spanner.py x: 1 # contributors y: 63 lines of code courses/understanding_spanner/dataflow/pets-db-schema.sql x: 1 # contributors y: 7 lines of code courses/understanding_spanner/dataflow/spanner-to-bq.py x: 1 # contributors y: 45 lines of code courses/understanding_spanner/dataflow/spanner-to-bq0.py x: 1 # contributors y: 31 lines of code courses/understanding_spanner/dataflow/spanner-to-bq1.py x: 1 # contributors y: 39 lines of code courses/understanding_spanner/spanner-challenge-lab/import-details-to-spanner.py x: 1 # contributors y: 61 lines of code
1000.0
lines of code
  min: 1.0
  average: 251.07
  25th percentile: 21.75
  median: 79.5
  75th percentile: 487.5
  max: 1000.0
0 3.0
# contributors
min: 1.0 | average: 1.05 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 3.0