aws / amazon-sagemaker-examples
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: 1501
  • Daily file updates (only one update per file and date counted): 3644
  • First update: 2017-10-25
  • Latest update: 2022-01-28
  • Days between first and latest update: 1557 (222 weeks, estimated 1110 working days)
  • Active days (at least one file change): 713
  • Data:
File Change History Overall
File Age Distribution Overall
Days since first update
  • There are 1,065 files with 101,933 lines of code in files.
    • 781 files that are 366+ days old (76,093 lines of code)
    • 185 files that are 181-365 days old (17,943 lines of code)
    • 33 files that are 91-180 days old (1,583 lines of code)
    • 57 files that are 31-90 days old (4,070 lines of code)
    • 9 files that are 1-30 days old (2,244 lines of code)
74% | 17% | 1% | 3% | 2%
Legend:
366+
181-365
91-180
31-90
1-30
Latest Change Distribution Overall
Days since last update
  • There are 1,065 files with 101,933 lines of code in files.
    • 244 files have been last changed 366+ days ago (22,415 lines of code)
    • 687 files have been last changed 181-365 days ago (66,834 lines of code)
    • 37 files have been last changed 91-180 days ago (2,027 lines of code)
    • 84 files have been last changed 31-90 days ago (7,309 lines of code)
    • 13 files have been last changed 1-30 days ago (3,348 lines of code)
21% | 65% | 1% | 7% | 3%
Legend:
366+
181-365
91-180
31-90
1-30
File Change History per File Extension
py, ipynb, md, sh, json, yaml, rst, txt, html, yml, R, gitignore, xml, cfg, Dockerfile, c, ini, org, properties, css, jsonl, patch, java, bat, jq, js, svg, Rmd, r
File Age Distribution per Extension
Days since first update
366+
181-365
91-180
31-90
1-30
py76% | 15% | 1% | 4% | 2%
yaml98% | 0% | 1% | <1% | 0%
org100% | 0% | 0% | 0% | 0%
jsonl100% | 0% | 0% | 0% | 0%
html91% | 8% | 0% | 0% | 0%
R53% | 0% | 43% | 2% | 0%
yml4% | 95% | 0% | 0% | 0%
cfg100% | 0% | 0% | 0% | 0%
java100% | 0% | 0% | 0% | 0%
c100% | 0% | 0% | 0% | 0%
Dockerfile100% | 0% | 0% | 0% | 0%
jq100% | 0% | 0% | 0% | 0%
js100% | 0% | 0% | 0% | 0%
Rmd0% | 0% | 100% | 0% | 0%
r0% | 0% | 100% | 0% | 0%
Latest Change Distribution per Extension
Days since last update
366+
181-365
91-180
31-90
1-30
py19% | 67% | 1% | 7% | 3%
org100% | 0% | 0% | 0% | 0%
yaml66% | 0% | 1% | 32% | 0%
jsonl100% | 0% | 0% | 0% | 0%
html91% | 8% | 0% | 0% | 0%
R53% | 0% | 43% | 2% | 0%
cfg100% | 0% | 0% | 0% | 0%
yml4% | 95% | 0% | <1% | 0%
java100% | 0% | 0% | 0% | 0%
c100% | 0% | 0% | 0% | 0%
Dockerfile100% | 0% | 0% | 0% | 0%
jq100% | 0% | 0% | 0% | 0%
js100% | 0% | 0% | 0% | 0%
Rmd0% | 0% | 100% | 0% | 0%
r0% | 0% | 100% | 0% | 0%
File Change History per Logical Decomposition
primary
primary (file age distribution)
Days since first update
366+
181-365
91-180
31-90
1-30
reinforcement_learning89% | 10% | 0% | <1% | 0%
sagemaker-python-sdk96% | 2% | 0% | <1% | 0%
advanced_functionality67% | 28% | 4% | 0% | 0%
sagemaker-debugger95% | 4% | 0% | 0% | 0%
training55% | 1% | <1% | 0% | 43%
aws_sagemaker_studio88% | 5% | 6% | 0% | 0%
hyperparameter_tuning97% | 0% | 2% | 0% | 0%
ground_truth_labeling_jobs22% | 77% | 0% | 0% | 0%
introduction_to_amazon_algorithms97% | 2% | 0% | 0% | 0%
sagemaker_processing91% | 0% | 0% | 8% | 0%
contrib100% | 0% | 0% | 0% | 0%
sagemaker_batch_transform71% | 28% | 0% | 0% | 0%
sagemaker_neo_compilation_jobs27% | 72% | 0% | 0% | 0%
sagemaker-experiments89% | 10% | 0% | 0% | 0%
frameworks71% | 28% | 0% | 0% | 0%
sagemaker-pipelines34% | 23% | 17% | 23% | 0%
sagemaker_model_monitor72% | 27% | 0% | 0% | 0%
step-functions-data-science-sdk100% | 0% | 0% | 0% | 0%
aws_marketplace28% | 13% | 0% | 58% | 0%
introduction_to_applying_machine_learning100% | 0% | 0% | 0% | 0%
scientific_details_of_algorithms100% | 0% | 0% | 0% | 0%
prep_data100% | 0% | 0% | 0% | 0%
autopilot100% | 0% | 0% | 0% | 0%
ROOT100% | 0% | 0% | 0% | 0%
r_examples16% | 0% | 83% | 0% | 0%
_static100% | 0% | 0% | 0% | 0%
end_to_end0% | 75% | 0% | 24% | 0%
use-cases0% | 91% | 8% | 0% | 0%
sagemaker-script-mode0% | 100% | 0% | 0% | 0%
sagemaker-fundamentals0% | 100% | 0% | 0% | 0%
sagemaker-pipeline-compare-model-versions0% | 100% | 0% | 0% | 0%
utils0% | 100% | 0% | 0% | 0%
patterns0% | 0% | 100% | 0% | 0%
sagemaker-clarify0% | 0% | 77% | 22% | 0%
sagemaker_edge_manager0% | 0% | 100% | 0% | 0%
sagemaker-training-compiler0% | 0% | 0% | 100% | 0%
sagemaker-jumpstart0% | 0% | 0% | 100% | 0%
sagemaker-pipeline-parameterization0% | 0% | 0% | 100% | 0%
sagemaker-triton0% | 0% | 0% | 100% | 0%
sagemaker-lineage0% | 0% | 0% | 100% | 0%
sagemaker-inference-recommender0% | 0% | 0% | 62% | 38%
primary (latest change distribution)
Days since last update
366+
181-365
91-180
31-90
1-30
reinforcement_learning36% | 60% | <1% | 2% | 0%
sagemaker_processing82% | 0% | 0% | 8% | 9%
sagemaker-debugger16% | 83% | 0% | 0% | 0%
ground_truth_labeling_jobs8% | 91% | 0% | 0% | 0%
aws_sagemaker_studio9% | 81% | 6% | 2% | 0%
sagemaker-python-sdk4% | 94% | <1% | <1% | 0%
training3% | 35% | <1% | 0% | 60%
hyperparameter_tuning4% | 92% | 2% | 0% | 0%
contrib14% | 85% | 0% | 0% | 0%
advanced_functionality1% | 63% | 4% | 31% | 0%
sagemaker_batch_transform7% | 92% | 0% | 0% | 0%
r_examples16% | 0% | 83% | 0% | 0%
ROOT60% | 0% | 0% | 39% | 0%
sagemaker-pipelines1% | 34% | 17% | 35% | 10%
_static100% | 0% | 0% | 0% | 0%
sagemaker_neo_compilation_jobs0% | 88% | 9% | 1% | 0%
introduction_to_amazon_algorithms0% | 100% | 0% | 0% | 0%
end_to_end0% | 75% | 0% | 24% | 0%
use-cases0% | 91% | 8% | 0% | 0%
frameworks0% | 100% | 0% | 0% | 0%
sagemaker-experiments0% | 100% | 0% | 0% | 0%
sagemaker_model_monitor0% | 100% | 0% | 0% | 0%
sagemaker-script-mode0% | 100% | 0% | 0% | 0%
aws_marketplace0% | 41% | 0% | 58% | 0%
step-functions-data-science-sdk0% | 100% | 0% | 0% | 0%
sagemaker-fundamentals0% | 100% | 0% | 0% | 0%
introduction_to_applying_machine_learning0% | 100% | 0% | 0% | 0%
scientific_details_of_algorithms0% | 100% | 0% | 0% | 0%
prep_data0% | 100% | 0% | 0% | 0%
sagemaker-pipeline-compare-model-versions0% | 100% | 0% | 0% | 0%
utils0% | 100% | 0% | 0% | 0%
autopilot0% | 15% | 84% | 0% | 0%
patterns0% | 0% | 100% | 0% | 0%
sagemaker-clarify0% | 0% | 77% | 22% | 0%
sagemaker_edge_manager0% | 0% | 100% | 0% | 0%
sagemaker-training-compiler0% | 0% | 0% | 100% | 0%
sagemaker-jumpstart0% | 0% | 0% | 100% | 0%
sagemaker-pipeline-parameterization0% | 0% | 0% | 100% | 0%
sagemaker-triton0% | 0% | 0% | 100% | 0%
sagemaker-lineage0% | 0% | 0% | 100% | 0%
sagemaker-inference-recommender0% | 0% | 0% | 62% | 38%
Oldest Files (Top 20)
File# lines# unitslast modified
(days ago)
created
(days ago)
# changes
mnist.py
in sagemaker-python-sdk/mxnet_gluon_mnist
146 10 266 1540 11
mnist.py
in sagemaker-python-sdk/mxnet_mnist
135 9 266 1540 13
input.html
in sagemaker-python-sdk/mxnet_gluon_mnist
58 - 1527 1540 5
input.html
in sagemaker-python-sdk/mxnet_mnist
58 - 1527 1540 5
generate_example_data.py
in introduction_to_amazon_algorithms/ntm_synthetic
94 3 266 1530 5
create_vocab_proto.py
in introduction_to_amazon_algorithms/seq2seq_translation_en-de
361 23 266 1529 4
generate_example_data.py
in scientific_details_of_algorithms/lda_topic_modeling
130 5 252 1529 7
generate_example_data.py
in introduction_to_amazon_algorithms/lda_topic_modeling
119 5 266 1529 5
predictor.py
in advanced_functionality/scikit_bring_your_own/container/decision_trees
47 4 266 1528 8
wsgi.py
in advanced_functionality/scikit_bring_your_own/container/decision_trees
2 - 1527 1528 2
sentiment.py
in sagemaker-python-sdk/mxnet_gluon_sentiment
319 15 266 1527 12
iris_dnn_classifier.py
in advanced_functionality/tensorflow_iris_byom
26 4 266 1520 2
input.html
in advanced_functionality/mxnet_mnist_byom
58 - 1509 1515 2
mnist.py
in advanced_functionality/mxnet_mnist_byom
43 4 266 1515 3
validator.py
in introduction_to_amazon_algorithms/blazingtext_word2vec_text8
104 4 266 1475 3
kll300.py
in scientific_details_of_algorithms/streaming_median
40 5 266 1414 4
recommender.py
in introduction_to_applying_machine_learning/gluon_recommender_system
183 9 266 1409 8
environment.py
in hyperparameter_tuning/keras_bring_your_own/trainer
143 16 266 1335 4
mnist.py
in hyperparameter_tuning/mxnet_mnist
108 7 266 1335 4
start.py
in hyperparameter_tuning/keras_bring_your_own/trainer
85 - 266 1335 4
Files Not Recently Changed (Top 20)
File# lines# unitslast modified
(days ago)
created
(days ago)
# changes
wsgi.py
in advanced_functionality/scikit_bring_your_own/container/decision_trees
2 - 1527 1528 2
input.html
in sagemaker-python-sdk/mxnet_mnist
58 - 1527 1540 5
input.html
in sagemaker-python-sdk/mxnet_gluon_mnist
58 - 1527 1540 5
input.html
in advanced_functionality/mxnet_mnist_byom
58 - 1509 1515 2
__init__.py
in reinforcement_learning/rl_roboschool_stable_baselines/common/sagemaker_rl
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/common/sagemaker_rl
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_predictive_autoscaling_coach_customEnv/common/sagemaker_rl
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_predictive_autoscaling_coach_customEnv/src
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_predictive_autoscaling_coach_customEnv
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_knapsack_coach_custom/common/sagemaker_rl
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_roboschool_ray/common/sagemaker_rl
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_traveling_salesman_vehicle_routing_coach/common/sagemaker_rl
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_mountain_car_coach_gymEnv/common/sagemaker_rl
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_portfolio_management_coach_customEnv/common/sagemaker_rl
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_portfolio_management_coach_customEnv
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_hvac_coach_energyplus/common/sagemaker_rl
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_network_compression_ray_custom/common/sagemaker_rl
1 - 1159 1161 2
__init__.py
in reinforcement_learning/rl_cartpole_coach/common/sagemaker_rl
1 - 1159 1161 2
__init__.py
in advanced_functionality/pytorch_extending_our_containers/utils
1 - 1159 1272 5
Most Recently Created Files (Top 20)
File# lines# unitslast modified
(days ago)
created
(days ago)
# changes
experiment_manager.py
in reinforcement_learning/bandits_statlog_vw_customEnv/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_cartpole_coach/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_network_compression_ray_custom/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_hvac_coach_energyplus/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_portfolio_management_coach_customEnv/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_cartpole_ray/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_game_server_autopilot/sagemaker/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_mountain_car_coach_gymEnv/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_traveling_salesman_vehicle_routing_coach/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_managed_spot_cartpole_coach/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_stock_trading_coach_customEnv/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_hvac_ray_energyplus/source/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_resource_allocation_ray_customEnv/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_roboschool_ray/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_knapsack_coach_custom/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_predictive_autoscaling_coach_customEnv/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_unity_ray/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_cartpole_batch_coach/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_roboschool_stable_baselines/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
Most Recently Changed Files (Top 20)
File# lines# unitslast modified
(days ago)
created
(days ago)
# changes
experiment_manager.py
in reinforcement_learning/bandits_statlog_vw_customEnv/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_cartpole_coach/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_network_compression_ray_custom/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_hvac_coach_energyplus/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_portfolio_management_coach_customEnv/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_cartpole_ray/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_game_server_autopilot/sagemaker/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_mountain_car_coach_gymEnv/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_traveling_salesman_vehicle_routing_coach/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_managed_spot_cartpole_coach/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_stock_trading_coach_customEnv/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_hvac_ray_energyplus/source/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_resource_allocation_ray_customEnv/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_roboschool_ray/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_knapsack_coach_custom/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_predictive_autoscaling_coach_customEnv/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_unity_ray/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_cartpole_batch_coach/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/common/sagemaker_rl/orchestrator/workflow/manager
1383 41
experiment_manager.py
in reinforcement_learning/rl_roboschool_stable_baselines/common/sagemaker_rl/orchestrator/workflow/manager
1383 41