aws-samples / amazon-sagemaker-mlops-with-featurestore-and-datawrangler
File Age

File age measurements show the distribution of file ages (days since the first commit) and the recency of file updates (days since the latest commit).

Summary
  • Number of files: 61
  • Daily file updates (only one update per file and date counted): 112
  • First update: 2021-10-14
  • Latest update: 2022-01-22
  • Days between first and latest update: 101 (14 weeks, estimated 70 working days)
  • Active days (at least one file change): 14
  • Data:
File Change History Overall
File Age Distribution Overall
Days since first update
  • There are 61 files with 4,570 lines of code in files.
    • 0 files that are 366+ days old (0 lines of code)
    • 0 files that are 181-365 days old (0 lines of code)
    • 60 files that are 91-180 days old (4,550 lines of code)
    • 0 files that are 31-90 days old (0 lines of code)
    • 1 files that are 1-30 days old (20 lines of code)
0% | 0% | 99% | 0% | <1%
Legend:
366+
181-365
91-180
31-90
1-30
Latest Change Distribution Overall
Days since last update
  • There are 61 files with 4,570 lines of code in files.
    • 0 files have been last changed 366+ days ago (0 lines of code)
    • 0 files have been last changed 181-365 days ago (0 lines of code)
    • 42 files have been last changed 91-180 days ago (2,157 lines of code)
    • 0 files have been last changed 31-90 days ago (0 lines of code)
    • 19 files have been last changed 1-30 days ago (2,413 lines of code)
0% | 0% | 47% | 0% | 52%
Legend:
366+
181-365
91-180
31-90
1-30
File Change History per File Extension
py, json, md, txt, gitignore, ipynb, toml, bat
File Age Distribution per Extension
Days since first update
366+
181-365
91-180
31-90
1-30
py0% | 0% | 99% | 0% | <1%
toml0% | 0% | 100% | 0% | 0%
Latest Change Distribution per Extension
Days since last update
366+
181-365
91-180
31-90
1-30
py0% | 0% | 47% | 0% | 52%
toml0% | 0% | 37% | 0% | 62%
File Change History per Logical Decomposition
primary
primary (file age distribution)
Days since first update
366+
181-365
91-180
31-90
1-30
infra0% | 0% | 100% | 0% | 0%
repos/serving/infra0% | 0% | 100% | 0% | 0%
repos/build_pipeline/pipelines0% | 0% | 100% | 0% | 0%
repos/serving/lambdas0% | 0% | 100% | 0% | 0%
demo-workspace/tensorflow0% | 0% | 100% | 0% | 0%
repos/features_ingestion_pipeline/infra0% | 0% | 100% | 0% | 0%
repos/build_pipeline/infra0% | 0% | 100% | 0% | 0%
repos/serving/pipelines0% | 0% | 100% | 0% | 0%
demo-workspace/utils0% | 0% | 100% | 0% | 0%
ROOT0% | 0% | 100% | 0% | 0%
repos/features_ingestion_pipeline/pipelines0% | 0% | 100% | 0% | 0%
repos/build_pipeline/scripts0% | 0% | 100% | 0% | 0%
demo-workspace/scripts0% | 0% | 100% | 0% | 0%
repos/serving/scripts0% | 0% | 100% | 0% | 0%
repos/serving0% | 0% | 100% | 0% | 0%
lambdas/functions/auto_approval0% | 0% | 100% | 0% | 0%
repos/build_pipeline0% | 0% | 100% | 0% | 0%
repos/features_ingestion_pipeline0% | 0% | 100% | 0% | 0%
repos/build_pipeline/lambdas0% | 0% | 0% | 0% | 100%
primary (latest change distribution)
Days since last update
366+
181-365
91-180
31-90
1-30
repos/serving/infra0% | 0% | 63% | 0% | 36%
repos/serving/lambdas0% | 0% | 100% | 0% | 0%
demo-workspace/tensorflow0% | 0% | 100% | 0% | 0%
repos/serving/pipelines0% | 0% | 100% | 0% | 0%
demo-workspace/utils0% | 0% | 67% | 0% | 32%
repos/features_ingestion_pipeline/infra0% | 0% | 30% | 0% | 69%
repos/features_ingestion_pipeline/pipelines0% | 0% | 100% | 0% | 0%
repos/build_pipeline/scripts0% | 0% | 100% | 0% | 0%
demo-workspace/scripts0% | 0% | 100% | 0% | 0%
repos/serving/scripts0% | 0% | 100% | 0% | 0%
ROOT0% | 0% | 63% | 0% | 36%
repos/serving0% | 0% | 100% | 0% | 0%
lambdas/functions/auto_approval0% | 0% | 100% | 0% | 0%
repos/build_pipeline0% | 0% | 10% | 0% | 90%
repos/features_ingestion_pipeline0% | 0% | 10% | 0% | 89%
infra0% | 0% | <1% | 0% | 99%
repos/build_pipeline/infra0% | 0% | <1% | 0% | 99%
repos/build_pipeline/pipelines0% | 0% | 0% | 0% | 100%
repos/build_pipeline/lambdas0% | 0% | 0% | 0% | 100%
Oldest Files (Top 20)
File# lines# unitslast modified
(days ago)
created
(days ago)
# changes
xgboost_pipeline.py
in repos/build_pipeline/pipelines
572 9 12 110 5
mlops_featurestore_construct.py
in infra
376 3 12 110 5
model_endpoint_construct.py
in repos/serving/infra
275 4 110 110 1
cicd_construct.py
in infra
268 1 12 110 5
tf_pipeline.py
in demo-workspace/tensorflow
264 1 110 110 1
dynamodb_construct.py
in repos/serving/infra
238 1 12 110 3
service_catalog_stack.py
in infra
231 2 12 110 5
batch_transform_serving_pipeline.py
in repos/serving/pipelines
177 2 110 110 1
build_model_stack.py
in repos/build_pipeline/infra
130 1 12 110 4
features_ingestion_stack.py
in repos/features_ingestion_pipeline/infra
122 2 12 110 4
batch_transform_construct.py
in repos/serving/infra
121 1 110 110 1
lambda_function.py
in repos/serving/lambdas/functions/xgboost_inference
115 1 110 110 1
sm_pipeline_utils.py
in repos/features_ingestion_pipeline/infra
83 3 110 110 1
sm_pipeline_utils.py
in repos/build_pipeline/infra
83 3 12 110 3
sm_pipeline_utils.py
in repos/serving/infra
83 3 110 110 1
serving_stack.py
in repos/serving/infra
80 2 12 110 3
utils.py
in infra
70 6 12 110 6
xgboost_starter_script.py
in repos/build_pipeline/scripts
67 - 110 110 1
lambda_function.py
in repos/serving/lambdas/functions/processing-job-execution
66 3 110 110 1
feature_store_utils.py
in repos/features_ingestion_pipeline/infra
65 4 12 110 3
Files Not Recently Changed (Top 20)
File# lines# unitslast modified
(days ago)
created
(days ago)
# changes
fg_processing_input.py
in demo-workspace/utils
1 - 110 110 1
__init__.py
in infra
1 - 110 110 1
__init__.py
in repos/serving/scripts
1 - 110 110 1
__init__.py
in repos/serving/infra
1 - 110 110 1
__init__.py
in repos/build_pipeline/infra
1 - 110 110 1
__init__.py
in repos/features_ingestion_pipeline/pipelines
1 - 110 110 1
__init__.py
in repos/features_ingestion_pipeline/infra
1 - 110 110 1
setup.py
in root
3 - 110 110 1
setup.py
in repos/serving
4 - 110 110 1
setup.py
in repos/build_pipeline
4 - 110 110 1
setup.py
in repos/features_ingestion_pipeline
4 - 110 110 1
create_dataset.py
in repos/serving/scripts
10 - 110 110 1
lambda_function.py
in repos/serving/lambdas/functions/datafreshness-check
15 1 110 110 1
create_dataset.py
in demo-workspace/scripts
16 - 110 110 1
create_dataset.py
in repos/build_pipeline/scripts
16 - 110 110 1
app.py
in repos/serving
20 - 110 110 1
parse_flow.py
in demo-workspace/utils
22 4 110 110 1
parse_flow.py
in repos/features_ingestion_pipeline/pipelines
22 4 110 110 1
get_datasets.py
in demo-workspace/utils
24 1 110 110 1
serving_stack_utils.py
in repos/serving/infra
26 1 110 110 1
Most Recently Created Files (Top 20)
File# lines# unitslast modified
(days ago)
created
(days ago)
# changes
extract_metrics.py
in repos/build_pipeline/lambdas/extract_metrics
20 2 12 20 2
lambda.py
in lambdas/functions/auto_approval
53 2 105 105 1
xgboost_pipeline.py
in repos/build_pipeline/pipelines
572 9 12 110 5
mlops_featurestore_construct.py
in infra
376 3 12 110 5
model_endpoint_construct.py
in repos/serving/infra
275 4 110 110 1
cicd_construct.py
in infra
268 1 12 110 5
tf_pipeline.py
in demo-workspace/tensorflow
264 1 110 110 1
dynamodb_construct.py
in repos/serving/infra
238 1 12 110 3
service_catalog_stack.py
in infra
231 2 12 110 5
batch_transform_serving_pipeline.py
in repos/serving/pipelines
177 2 110 110 1
build_model_stack.py
in repos/build_pipeline/infra
130 1 12 110 4
features_ingestion_stack.py
in repos/features_ingestion_pipeline/infra
122 2 12 110 4
batch_transform_construct.py
in repos/serving/infra
121 1 110 110 1
lambda_function.py
in repos/serving/lambdas/functions/xgboost_inference
115 1 110 110 1
sm_pipeline_utils.py
in repos/features_ingestion_pipeline/infra
83 3 110 110 1
sm_pipeline_utils.py
in repos/build_pipeline/infra
83 3 12 110 3
sm_pipeline_utils.py
in repos/serving/infra
83 3 110 110 1
serving_stack.py
in repos/serving/infra
80 2 12 110 3
utils.py
in infra
70 6 12 110 6
xgboost_starter_script.py
in repos/build_pipeline/scripts
67 - 110 110 1
Most Recently Changed Files (Top 20)
File# lines# unitslast modified
(days ago)
created
(days ago)
# changes
xgboost_pipeline.py
in repos/build_pipeline/pipelines
572 9 12 110 5
mlops_featurestore_construct.py
in infra
376 3 12 110 5
cicd_construct.py
in infra
268 1 12 110 5
dynamodb_construct.py
in repos/serving/infra
238 1 12 110 3
service_catalog_stack.py
in infra
231 2 12 110 5
build_model_stack.py
in repos/build_pipeline/infra
130 1 12 110 4
features_ingestion_stack.py
in repos/features_ingestion_pipeline/infra
122 2 12 110 4
sm_pipeline_utils.py
in repos/build_pipeline/infra
83 3 12 110 3
serving_stack.py
in repos/serving/infra
80 2 12 110 3
utils.py
in infra
70 6 12 110 6
feature_store_utils.py
in repos/features_ingestion_pipeline/infra
65 4 12 110 3
feature_store_utils.py
in demo-workspace/utils
52 4 12 110 3
pyproject.toml
in root
23 - 12 110 4
app.py
in repos/features_ingestion_pipeline
20 - 12 110 3
app.py
in repos/build_pipeline
20 - 12 110 3
extract_metrics.py
in repos/build_pipeline/lambdas/extract_metrics
20 2 12 20 2
pyproject.toml
in repos/build_pipeline
16 - 12 110 3
pyproject.toml
in repos/features_ingestion_pipeline
15 - 12 110 3
app.py
in root
12 - 12 110 4
direct_deploy.py
in root
58 1 105 110 2