aws / deep-learning-containers
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 102 files with 8,390 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 1 file changed 51-100 times (364 lines of code)
    • 6 files changed 21-50 times (1,157 lines of code)
    • 12 files changed 6-20 times (3,016 lines of code)
    • 83 files changed 1-5 times (3,853 lines of code)
0% | 4% | 13% | 35% | 45%
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 102 files with 8,390 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 8 files changed by 11-25 contributors (2,320 lines of code)
    • 8 files changed by 6-10 contributors (1,221 lines of code)
    • 58 files changed by 2-5 contributors (4,208 lines of code)
    • 28 files changed by 1 contributor (641 lines of code)
0% | 27% | 14% | 50% | 7%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
py, json, yaml, txt, sh, pb, md, pt, c, toml, properties, gitignore, js, cfg
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 4% | 13% | 40% | 41%
toml0% | 0% | 98% | 0% | 1%
js0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 100%
c0% | 0% | 0% | 0% | 100%
cfg0% | 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
src0% | 9% | 26% | 42% | 20%
ROOT0% | 0% | 55% | 0% | 44%
tensorflow0% | 0% | 0% | 46% | 53%
release0% | 0% | 0% | 99% | <1%
pytorch0% | 0% | 0% | 8% | 91%
eks_infrastructure0% | 0% | 0% | 0% | 100%
scheduler0% | 0% | 0% | 0% | 100%
miscellaneous_scripts0% | 0% | 0% | 0% | 100%
web_scraper0% | 0% | 0% | 0% | 100%
huggingface0% | 0% | 0% | 0% | 100%
mxnet0% | 0% | 0% | 0% | 100%
stabilityai0% | 0% | 0% | 0% | 100%
habana0% | 0% | 0% | 0% | 100%
autogluon0% | 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
utils.py
in src
 364 25 2020-02-11 2025-02-13 56 18 shanmugamsakthivadivel.1@os... timkuo@amazon.com
136 - 2021-07-09 2025-04-22 47 16 33526713+arjkesh@users.nore... 49303563+sallyseok@users.no...
188 5 2020-02-25 2024-11-19 43 14 33526713+arjkesh@users.nore... 49303563+sallyseok@users.no...
450 18 2020-02-25 2025-04-18 43 18 33526713+arjkesh@users.nore... jyothirmaikottu@gmail.com
59 - 2020-02-11 2024-11-07 28 15 shanmugamsakthivadivel.1@os... 73297481+sirutbuasai@users....
main.py
in src
 92 1 2020-02-11 2024-11-19 22 10 shanmugamsakthivadivel.1@os... 49303563+sallyseok@users.no...
config.py
in src
 232 40 2021-07-22 2024-11-19 22 7 33526713+arjkesh@users.nore... 49303563+sallyseok@users.no...
serve.py
in tensorflow/inference/docker/build_artifacts/sagemaker
 420 26 2020-01-31 2024-10-31 19 14 shanmugamsakthivadivel.1@os... 49303563+sallyseok@users.no...
python_service.py
in tensorflow/inference/docker/build_artifacts/sagemaker
 576 33 2020-01-31 2024-10-30 16 12 shanmugamsakthivadivel.1@os... 49303563+sallyseok@users.no...
127 1 2020-08-19 2025-04-22 13 12 wenzhuo@amazon.com 73297481+sirutbuasai@users....
image.py
in src
 220 14 2020-02-11 2025-04-22 13 8 shanmugamsakthivadivel.1@os... 49303563+sallyseok@users.no...
255 13 2020-08-25 2025-04-23 13 9 dey.tushar@yahoo.com 84998528+yadan-wei@users.no...
369 10 2023-11-15 2025-03-18 13 3 shantanutripathi237@gmail.com 73297481+sirutbuasai@users....
476 26 2024-06-14 2024-11-19 11 4 115953142+jessepeq23@users.... 49303563+sallyseok@users.no...
51 5 2020-02-27 2023-04-14 9 4 33526713+arjkesh@users.nore... 33526713+arjkesh@users.nore...
tfs_utils.py
in tensorflow/inference/docker/build_artifacts/sagemaker
 263 18 2020-07-16 2023-04-14 9 7 chuyangdeng@gmail.com 33526713+arjkesh@users.nore...
100 13 2020-07-20 2024-11-19 8 6 knikhil29@gmail.com 49303563+sallyseok@users.no...
132 9 2021-09-26 2024-02-19 8 5 34728580+tejaschumbalkar@us... shantanutripathi237@gmail.com
torchserve-entrypoint.py
in pytorch/inference/docker/build_artifacts
 27 1 2020-08-20 2025-02-15 6 6 maaquib@gmail.com 73297481+sirutbuasai@users....
multi_model_utils.py
in tensorflow/inference/docker/build_artifacts/sagemaker
 32 3 2020-01-31 2023-04-07 5 6 shanmugamsakthivadivel.1@os... 58235958+chen3933@users.nor...
57 6 2020-02-11 2024-05-23 5 3 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
__init__.py
in scheduler/log_return
 62 2 2020-08-11 2025-04-22 5 4 51449135+huahan98@users.nor... 73297481+sirutbuasai@users....
106 3 2020-07-20 2025-03-06 5 3 knikhil29@gmail.com 49303563+sallyseok@users.no...
168 13 2023-11-15 2024-09-19 5 2 shantanutripathi237@gmail.com 33526713+arjkesh@users.nore...
requester.py
in scheduler/job_requester
 191 13 2020-08-11 2025-04-22 5 4 51449135+huahan98@users.nor... 73297481+sirutbuasai@users....
mms-entrypoint.py
in mxnet/inference/docker/artifacts
 10 - 2020-01-31 2023-04-14 4 5 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
24 3 2020-02-11 2023-04-14 4 2 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
31 2 2021-07-09 2023-04-14 4 2 33526713+arjkesh@users.nore... 33526713+arjkesh@users.nore...
45 3 2020-02-11 2023-04-21 4 4 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
eks_cleanup_job.py
in eks_infrastructure/eks_cleanup
 63 4 2022-03-28 2023-04-21 4 2 34728580+tejaschumbalkar@us... 33526713+arjkesh@users.nore...
2 - 2023-04-14 2024-02-15 3 3 33526713+arjkesh@users.nore... 54188298+saimidu@users.nore...
neuron-entrypoint.py
in tensorflow/inference/docker/build_artifacts
 8 - 2021-10-06 2023-04-14 3 2 73142315+aws-vrnatham@users... 33526713+arjkesh@users.nore...
mms-entrypoint.py
in pytorch/inference/docker/build_artifacts
 10 - 2020-01-31 2023-04-14 3 4 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
neuron-entrypoint.py
in pytorch/inference/docker/build_artifacts
 12 - 2021-09-21 2023-04-14 3 2 73142315+aws-vrnatham@users... 33526713+arjkesh@users.nore...
dockerd-entrypoint.py
in tensorflow/training/docker/build_artifacts
 14 - 2020-01-31 2025-02-16 3 4 shanmugamsakthivadivel.1@os... 73297481+sirutbuasai@users....
torchserve-stabilityai-entrypoint.py
in stabilityai/pytorch/inference/docker/build_artifacts
 32 - 2023-08-03 2023-09-21 3 3 palp@palp.org github@caveteen.com
37 8 2022-06-14 2024-02-07 3 3 54188298+saimidu@users.nore... 34728580+tejaschumbalkar@us...
43 2 2021-09-26 2023-04-14 3 3 34728580+tejaschumbalkar@us... 33526713+arjkesh@users.nore...
output.py
in src
 69 9 2020-02-11 2023-04-21 3 2 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
159 11 2024-02-07 2024-11-05 3 2 34728580+tejaschumbalkar@us... 73297481+sirutbuasai@users....
mnist.py
in pytorch/training/docker/build_artifacts
 162 5 2020-05-05 2023-05-05 3 2 33526713+arjkesh@users.nore... shx26@pitt.edu
tensorflowServing.js
in tensorflow/inference/docker/build_artifacts/sagemaker
 187 16 2022-02-10 2023-08-04 3 3 34728580+tejaschumbalkar@us... 110572198+sachanub@users.no...
tfs_utils.py
in tensorflow/inference/docker/build_artifacts/sagemaker_neuron
 221 14 2021-10-06 2023-05-15 3 3 73142315+aws-vrnatham@users... 133169762+thaotruong-aws@us...
python_service.py
in tensorflow/inference/docker/build_artifacts/sagemaker_neuron
 386 21 2021-10-06 2023-05-15 3 3 73142315+aws-vrnatham@users... 133169762+thaotruong-aws@us...
serve.py
in tensorflow/inference/docker/build_artifacts/sagemaker_neuron
 397 23 2021-10-06 2023-05-15 3 3 73142315+aws-vrnatham@users... 133169762+thaotruong-aws@us...
2 - 2021-07-09 2023-11-15 2 2 33526713+arjkesh@users.nore... shantanutripathi237@gmail.com
settings.py
in web_scraper/web_scraper
 4 - 2022-04-19 2023-04-14 2 2 shantanutripathi237@gmail.com 33526713+arjkesh@users.nore...
torchserve-ec2-entrypoint.py
in pytorch/inference/docker/build_artifacts
 6 - 2022-08-12 2023-04-14 2 1 33526713+arjkesh@users.nore... 33526713+arjkesh@users.nore...
mms-ec2-entrypoint.py
in mxnet/inference/docker/artifacts
 6 - 2022-08-12 2023-04-14 2 1 33526713+arjkesh@users.nore... 33526713+arjkesh@users.nore...
dockerd-entrypoint.py
in tensorflow/inference/docker/build_artifacts
 7 - 2020-01-31 2023-04-14 2 3 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
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
utils.py
in src
 364 25 2020-02-11 2025-02-13 56 18 shanmugamsakthivadivel.1@os... timkuo@amazon.com
450 18 2020-02-25 2025-04-18 43 18 33526713+arjkesh@users.nore... jyothirmaikottu@gmail.com
136 - 2021-07-09 2025-04-22 47 16 33526713+arjkesh@users.nore... 49303563+sallyseok@users.no...
59 - 2020-02-11 2024-11-07 28 15 shanmugamsakthivadivel.1@os... 73297481+sirutbuasai@users....
188 5 2020-02-25 2024-11-19 43 14 33526713+arjkesh@users.nore... 49303563+sallyseok@users.no...
serve.py
in tensorflow/inference/docker/build_artifacts/sagemaker
 420 26 2020-01-31 2024-10-31 19 14 shanmugamsakthivadivel.1@os... 49303563+sallyseok@users.no...
python_service.py
in tensorflow/inference/docker/build_artifacts/sagemaker
 576 33 2020-01-31 2024-10-30 16 12 shanmugamsakthivadivel.1@os... 49303563+sallyseok@users.no...
127 1 2020-08-19 2025-04-22 13 12 wenzhuo@amazon.com 73297481+sirutbuasai@users....
main.py
in src
 92 1 2020-02-11 2024-11-19 22 10 shanmugamsakthivadivel.1@os... 49303563+sallyseok@users.no...
255 13 2020-08-25 2025-04-23 13 9 dey.tushar@yahoo.com 84998528+yadan-wei@users.no...
image.py
in src
 220 14 2020-02-11 2025-04-22 13 8 shanmugamsakthivadivel.1@os... 49303563+sallyseok@users.no...
config.py
in src
 232 40 2021-07-22 2024-11-19 22 7 33526713+arjkesh@users.nore... 49303563+sallyseok@users.no...
tfs_utils.py
in tensorflow/inference/docker/build_artifacts/sagemaker
 263 18 2020-07-16 2023-04-14 9 7 chuyangdeng@gmail.com 33526713+arjkesh@users.nore...
100 13 2020-07-20 2024-11-19 8 6 knikhil29@gmail.com 49303563+sallyseok@users.no...
torchserve-entrypoint.py
in pytorch/inference/docker/build_artifacts
 27 1 2020-08-20 2025-02-15 6 6 maaquib@gmail.com 73297481+sirutbuasai@users....
multi_model_utils.py
in tensorflow/inference/docker/build_artifacts/sagemaker
 32 3 2020-01-31 2023-04-07 5 6 shanmugamsakthivadivel.1@os... 58235958+chen3933@users.nor...
132 9 2021-09-26 2024-02-19 8 5 34728580+tejaschumbalkar@us... shantanutripathi237@gmail.com
mms-entrypoint.py
in mxnet/inference/docker/artifacts
 10 - 2020-01-31 2023-04-14 4 5 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
476 26 2024-06-14 2024-11-19 11 4 115953142+jessepeq23@users.... 49303563+sallyseok@users.no...
51 5 2020-02-27 2023-04-14 9 4 33526713+arjkesh@users.nore... 33526713+arjkesh@users.nore...
__init__.py
in scheduler/log_return
 62 2 2020-08-11 2025-04-22 5 4 51449135+huahan98@users.nor... 73297481+sirutbuasai@users....
requester.py
in scheduler/job_requester
 191 13 2020-08-11 2025-04-22 5 4 51449135+huahan98@users.nor... 73297481+sirutbuasai@users....
45 3 2020-02-11 2023-04-21 4 4 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
dockerd-entrypoint.py
in tensorflow/training/docker/build_artifacts
 14 - 2020-01-31 2025-02-16 3 4 shanmugamsakthivadivel.1@os... 73297481+sirutbuasai@users....
mms-entrypoint.py
in pytorch/inference/docker/build_artifacts
 10 - 2020-01-31 2023-04-14 3 4 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
369 10 2023-11-15 2025-03-18 13 3 shantanutripathi237@gmail.com 73297481+sirutbuasai@users....
57 6 2020-02-11 2024-05-23 5 3 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
106 3 2020-07-20 2025-03-06 5 3 knikhil29@gmail.com 49303563+sallyseok@users.no...
tensorflowServing.js
in tensorflow/inference/docker/build_artifacts/sagemaker
 187 16 2022-02-10 2023-08-04 3 3 34728580+tejaschumbalkar@us... 110572198+sachanub@users.no...
tfs_utils.py
in tensorflow/inference/docker/build_artifacts/sagemaker_neuron
 221 14 2021-10-06 2023-05-15 3 3 73142315+aws-vrnatham@users... 133169762+thaotruong-aws@us...
python_service.py
in tensorflow/inference/docker/build_artifacts/sagemaker_neuron
 386 21 2021-10-06 2023-05-15 3 3 73142315+aws-vrnatham@users... 133169762+thaotruong-aws@us...
serve.py
in tensorflow/inference/docker/build_artifacts/sagemaker_neuron
 397 23 2021-10-06 2023-05-15 3 3 73142315+aws-vrnatham@users... 133169762+thaotruong-aws@us...
37 8 2022-06-14 2024-02-07 3 3 54188298+saimidu@users.nore... 34728580+tejaschumbalkar@us...
43 2 2021-09-26 2023-04-14 3 3 34728580+tejaschumbalkar@us... 33526713+arjkesh@users.nore...
2 - 2023-04-14 2024-02-15 3 3 33526713+arjkesh@users.nore... 54188298+saimidu@users.nore...
torchserve-stabilityai-entrypoint.py
in stabilityai/pytorch/inference/docker/build_artifacts
 32 - 2023-08-03 2023-09-21 3 3 palp@palp.org github@caveteen.com
dockerd-entrypoint.py
in mxnet/training/docker/artifacts
 8 - 2020-01-31 2023-04-14 2 3 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
dockerd-entrypoint.py
in tensorflow/inference/docker/build_artifacts
 7 - 2020-01-31 2023-04-14 2 3 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
168 13 2023-11-15 2024-09-19 5 2 shantanutripathi237@gmail.com 33526713+arjkesh@users.nore...
eks_cleanup_job.py
in eks_infrastructure/eks_cleanup
 63 4 2022-03-28 2023-04-21 4 2 34728580+tejaschumbalkar@us... 33526713+arjkesh@users.nore...
31 2 2021-07-09 2023-04-14 4 2 33526713+arjkesh@users.nore... 33526713+arjkesh@users.nore...
24 3 2020-02-11 2023-04-14 4 2 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
neuron-entrypoint.py
in tensorflow/inference/docker/build_artifacts
 8 - 2021-10-06 2023-04-14 3 2 73142315+aws-vrnatham@users... 33526713+arjkesh@users.nore...
159 11 2024-02-07 2024-11-05 3 2 34728580+tejaschumbalkar@us... 73297481+sirutbuasai@users....
output.py
in src
 69 9 2020-02-11 2023-04-21 3 2 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
neuron-entrypoint.py
in pytorch/inference/docker/build_artifacts
 12 - 2021-09-21 2023-04-14 3 2 73142315+aws-vrnatham@users... 33526713+arjkesh@users.nore...
mnist.py
in pytorch/training/docker/build_artifacts
 162 5 2020-05-05 2023-05-05 3 2 33526713+arjkesh@users.nore... shx26@pitt.edu
neuron-entrypoint.py
in mxnet/inference/docker/artifacts
 12 - 2021-11-04 2023-04-14 2 2 73142315+aws-vrnatham@users... 33526713+arjkesh@users.nore...
166 - 2021-09-23 2025-02-22 2 2 34728580+tejaschumbalkar@us... 73297481+sirutbuasai@users....
tensorflowServing.js
in tensorflow/inference/docker/build_artifacts/sagemaker_neuron
 187 16 2023-05-15 2023-08-04 2 2 133169762+thaotruong-aws@us... 110572198+sachanub@users.no...
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
rbac.yaml
in eks_infrastructure
 184 - 2021-09-23 2021-09-23 1 1 34728580+tejaschumbalkar@us... 34728580+tejaschumbalkar@us...
145 11 2024-01-13 2024-01-25 2 1 shantanutripathi237@gmail.com shantanutripathi237@gmail.com
extract_apt_patch_data.py
in miscellaneous_scripts
 117 8 2023-11-15 2023-11-15 1 1 shantanutripathi237@gmail.com shantanutripathi237@gmail.com
derive_history.py
in miscellaneous_scripts
 44 2 2023-11-15 2024-01-12 2 1 shantanutripathi237@gmail.com shantanutripathi237@gmail.com
response.py
in scheduler/job_requester
 18 2 2020-08-11 2020-08-11 1 1 51449135+huahan98@users.nor... 51449135+huahan98@users.nor...
namespace.yaml
in eks_infrastructure
 15 - 2021-09-23 2021-09-23 1 1 34728580+tejaschumbalkar@us... 34728580+tejaschumbalkar@us...
setup.py
in scheduler
 13 1 2020-08-11 2020-08-11 1 1 51449135+huahan98@users.nor... 51449135+huahan98@users.nor...
out.py
in huggingface/pytorch/inference
 12 - 2025-03-26 2025-03-26 1 1 florent@huggingface.co florent@huggingface.co
neuron-entrypoint.py
in huggingface/build_artifacts/inference
 12 - 2022-01-04 2022-01-04 1 1 32632186+philschmid@users.n... 32632186+philschmid@users.n...
dlc_template.py
in miscellaneous_scripts
 12 - 2025-01-15 2025-01-15 1 1 33526713+arjkesh@users.nore... 33526713+arjkesh@users.nore...
torchserve-entrypoint.py
in autogluon/build_artifacts/inference
 10 - 2023-06-19 2023-06-19 1 1 10080307+gradientsky@users.... 10080307+gradientsky@users....
mms-entrypoint.py
in huggingface/build_artifacts/inference
 10 - 2021-06-18 2021-06-18 1 1 32632186+philschmid@users.n... 32632186+philschmid@users.n...
changehostname.c
in huggingface/pytorch/training/docker/build_artifacts
 8 1 2023-05-04 2023-05-04 1 1 44135271+jingyahuang@users.... 44135271+jingyahuang@users....
changehostname.c
in habana/pytorch/training/docker/build_artifacts
 8 1 2021-11-10 2021-11-10 1 1 34728580+tejaschumbalkar@us... 34728580+tejaschumbalkar@us...
mms-ec2-entrypoint.py
in mxnet/inference/docker/artifacts
 6 - 2022-08-12 2023-04-14 2 1 33526713+arjkesh@users.nore... 33526713+arjkesh@users.nore...
torchserve-ec2-entrypoint.py
in pytorch/inference/docker/build_artifacts
 6 - 2022-08-12 2023-04-14 2 1 33526713+arjkesh@users.nore... 33526713+arjkesh@users.nore...
pipelines.py
in web_scraper/web_scraper
 4 1 2022-04-19 2022-04-19 1 1 shantanutripathi237@gmail.com shantanutripathi237@gmail.com
cfg
scrapy.cfg
in web_scraper
 4 - 2022-04-19 2022-04-19 1 1 shantanutripathi237@gmail.com shantanutripathi237@gmail.com
items.py
in web_scraper/web_scraper
 3 - 2022-04-19 2022-04-19 1 1 shantanutripathi237@gmail.com shantanutripathi237@gmail.com
__init__.py
in scheduler/job_requester
 2 - 2020-08-11 2020-08-11 1 1 51449135+huahan98@users.nor... 51449135+huahan98@users.nor...
__init__.py
in tensorflow/inference/docker/build_artifacts/sagemaker_neuron
 1 - 2021-10-06 2021-10-06 1 1 73142315+aws-vrnatham@users... 73142315+aws-vrnatham@users...
__init__.py
in release
 1 - 2020-07-20 2020-07-20 1 1 knikhil29@gmail.com knikhil29@gmail.com
__init__.py
in web_scraper/web_scraper
 1 - 2022-04-19 2022-04-19 1 1 shantanutripathi237@gmail.com shantanutripathi237@gmail.com
__init__.py
in web_scraper/web_scraper/spiders
 1 - 2022-04-19 2022-04-19 1 1 shantanutripathi237@gmail.com shantanutripathi237@gmail.com
__init__.py
in huggingface/tensorflow/training/docker
 1 - 2021-03-23 2021-03-23 1 1 34056697+sergtogul@users.no... 34056697+sergtogul@users.no...
__init__.py
in huggingface/pytorch/training/docker
 1 - 2021-03-23 2021-03-23 1 1 34056697+sergtogul@users.no... 34056697+sergtogul@users.no...
__init__.py
in habana/tensorflow/training/docker/build_artifacts
 1 - 2021-11-10 2021-11-10 1 1 34728580+tejaschumbalkar@us... 34728580+tejaschumbalkar@us...
__init__.py
in habana/pytorch/training/docker/build_artifacts
 1 - 2021-11-10 2021-11-10 1 1 34728580+tejaschumbalkar@us... 34728580+tejaschumbalkar@us...
tensorflowServing.js
in tensorflow/inference/docker/build_artifacts/sagemaker_neuron
 187 16 2023-05-15 2023-08-04 2 2 133169762+thaotruong-aws@us... 110572198+sachanub@users.no...
168 13 2023-11-15 2024-09-19 5 2 shantanutripathi237@gmail.com 33526713+arjkesh@users.nore...
166 - 2021-09-23 2025-02-22 2 2 34728580+tejaschumbalkar@us... 73297481+sirutbuasai@users....
mnist.py
in pytorch/training/docker/build_artifacts
 162 5 2020-05-05 2023-05-05 3 2 33526713+arjkesh@users.nore... shx26@pitt.edu
159 11 2024-02-07 2024-11-05 3 2 34728580+tejaschumbalkar@us... 73297481+sirutbuasai@users....
output.py
in src
 69 9 2020-02-11 2023-04-21 3 2 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
cve_spiders.py
in web_scraper/web_scraper/spiders
 65 4 2022-04-19 2023-04-14 2 2 shantanutripathi237@gmail.com 33526713+arjkesh@users.nore...
eks_cleanup_job.py
in eks_infrastructure/eks_cleanup
 63 4 2022-03-28 2023-04-21 4 2 34728580+tejaschumbalkar@us... 33526713+arjkesh@users.nore...
default_inference_handler.py
in pytorch/inference/docker/build_artifacts
 55 4 2021-06-11 2023-04-14 2 2 64875874+jbarz1@users.norep... 33526713+arjkesh@users.nore...
pin_git_modules.py
in pytorch/build_artifacts
 43 3 2023-01-07 2023-04-14 2 2 shx26@pitt.edu 33526713+arjkesh@users.nore...
middlewares.py
in web_scraper/web_scraper
 34 11 2022-04-19 2023-04-14 2 2 shantanutripathi237@gmail.com 33526713+arjkesh@users.nore...
multi_model_utils.py
in tensorflow/inference/docker/build_artifacts/sagemaker_neuron
 31 3 2021-10-06 2023-05-15 2 2 73142315+aws-vrnatham@users... 133169762+thaotruong-aws@us...
31 2 2021-07-09 2023-04-14 4 2 33526713+arjkesh@users.nore... 33526713+arjkesh@users.nore...
24 3 2020-02-11 2023-04-14 4 2 shanmugamsakthivadivel.1@os... 33526713+arjkesh@users.nore...
scraper_runner.py
in web_scraper
 19 2 2022-04-19 2023-04-14 2 2 shantanutripathi237@gmail.com 33526713+arjkesh@users.nore...
neuron-entrypoint.py
in mxnet/inference/docker/artifacts
 12 - 2021-11-04 2023-04-14 2 2 73142315+aws-vrnatham@users... 33526713+arjkesh@users.nore...
neuron-entrypoint.py
in pytorch/inference/docker/build_artifacts
 12 - 2021-09-21 2023-04-14 3 2 73142315+aws-vrnatham@users... 33526713+arjkesh@users.nore...
neuron-entrypoint.py
in tensorflow/inference/docker/build_artifacts
 8 - 2021-10-06 2023-04-14 3 2 73142315+aws-vrnatham@users... 33526713+arjkesh@users.nore...
dockerd-entrypoint.py
in autogluon/training/docker/artifacts
 8 - 2021-08-10 2023-04-14 2 2 10080307+gradientsky@users.... 33526713+arjkesh@users.nore...
changehostname.c
in pytorch/inference/docker/build_artifacts
 8 1 2020-01-31 2020-01-31 1 2 shanmugamsakthivadivel.1@os... saravsak@amazon.com
changehostname.c
in pytorch/training/docker/build_artifacts
 8 1 2020-01-31 2020-01-31 1 2 shanmugamsakthivadivel.1@os... saravsak@amazon.com
dockerd-entrypoint.py
in habana/tensorflow/training/docker/build_artifacts
 8 - 2021-11-10 2023-04-14 2 2 34728580+tejaschumbalkar@us... 33526713+arjkesh@users.nore...
Correlations

File Size vs. Number of Changes: 107 points

src/deep_learning_container.py x: 255 lines of code y: 13 # changes dlc_developer_config.toml x: 136 lines of code y: 47 # changes src/image.py x: 220 lines of code y: 13 # changes scheduler/job_requester/requester.py x: 191 lines of code y: 5 # changes scheduler/log_return/__init__.py x: 62 lines of code y: 5 # changes src/benchmark_metrics.py x: 127 lines of code y: 13 # changes src/image_builder.py x: 450 lines of code y: 43 # changes huggingface/pytorch/inference/out.py x: 12 lines of code y: 1 # changes src/patch_helper.py x: 369 lines of code y: 13 # changes generate_dlc_image_release_information.py x: 106 lines of code y: 5 # changes eks_infrastructure/cluster-autoscalar-autodiscover.yaml x: 166 lines of code y: 2 # changes tensorflow/training/docker/build_artifacts/dockerd-entrypoint.py x: 14 lines of code y: 3 # changes pytorch/inference/docker/build_artifacts/torchserve-entrypoint.py x: 27 lines of code y: 6 # changes src/utils.py x: 364 lines of code y: 56 # changes release/dlc_release_information.py x: 100 lines of code y: 8 # changes src/config.py x: 232 lines of code y: 22 # changes src/main.py x: 92 lines of code y: 22 # changes src/prepare_dlc_dev_environment.py x: 476 lines of code y: 11 # changes src/start_testbuilds.py x: 188 lines of code y: 43 # changes src/constants.py x: 59 lines of code y: 28 # changes src/send_test_notification.py x: 159 lines of code y: 3 # changes tensorflow/inference/docker/build_artifacts/sagemaker/serve.py x: 420 lines of code y: 19 # changes tensorflow/inference/docker/build_artifacts/sagemaker/python_service.py x: 576 lines of code y: 16 # changes src/autopr_caller.py x: 168 lines of code y: 5 # changes src/buildspec.py x: 57 lines of code y: 5 # changes src/safety_report_generator.py x: 132 lines of code y: 8 # changes pyproject.toml x: 2 lines of code y: 3 # changes src/codebuild_environment.py x: 37 lines of code y: 3 # changes src/image_transfer.py x: 145 lines of code y: 2 # changes miscellaneous_scripts/derive_history.py x: 44 lines of code y: 2 # changes miscellaneous_scripts/extract_apt_patch_data.py x: 117 lines of code y: 1 # changes src/__init__.py x: 2 lines of code y: 2 # changes stabilityai/pytorch/inference/docker/build_artifacts/torchserve-stabilityai-entrypoint.py x: 32 lines of code y: 3 # changes tensorflow/inference/docker/build_artifacts/sagemaker/tensorflowServing.js x: 187 lines of code y: 3 # changes tensorflow/inference/docker/build_artifacts/sagemaker_neuron/tensorflowServing.js x: 187 lines of code y: 2 # changes autogluon/build_artifacts/inference/torchserve-entrypoint.py x: 10 lines of code y: 1 # changes tensorflow/inference/docker/build_artifacts/sagemaker_neuron/multi_model_utils.py x: 31 lines of code y: 2 # changes tensorflow/inference/docker/build_artifacts/sagemaker_neuron/python_service.py x: 386 lines of code y: 3 # changes tensorflow/inference/docker/build_artifacts/sagemaker_neuron/serve.py x: 397 lines of code y: 3 # changes tensorflow/inference/docker/build_artifacts/sagemaker_neuron/tfs_utils.py x: 221 lines of code y: 3 # changes pytorch/training/docker/build_artifacts/mnist.py x: 162 lines of code y: 3 # changes huggingface/pytorch/training/docker/build_artifacts/changehostname.c x: 8 lines of code y: 1 # changes eks_infrastructure/eks_cleanup/eks_cleanup_job.py x: 63 lines of code y: 4 # changes src/metrics.py x: 45 lines of code y: 4 # changes src/output.py x: 69 lines of code y: 3 # changes autogluon/training/docker/artifacts/dockerd-entrypoint.py x: 8 lines of code y: 2 # changes mxnet/inference/docker/artifacts/mms-ec2-entrypoint.py x: 6 lines of code y: 2 # changes mxnet/inference/docker/artifacts/mms-entrypoint.py x: 10 lines of code y: 4 # changes mxnet/inference/docker/artifacts/neuron-entrypoint.py x: 12 lines of code y: 2 # changes pytorch/build_artifacts/pin_git_modules.py x: 43 lines of code y: 2 # changes pytorch/inference/docker/build_artifacts/default_inference_handler.py x: 55 lines of code y: 2 # changes pytorch/inference/docker/build_artifacts/mms-entrypoint.py x: 10 lines of code y: 3 # changes pytorch/inference/docker/build_artifacts/neuron-entrypoint.py x: 12 lines of code y: 3 # changes src/common_stage_image.py x: 43 lines of code y: 3 # changes src/context.py x: 24 lines of code y: 4 # changes src/parse_partner_developers.py x: 31 lines of code y: 4 # changes src/send_status.py x: 51 lines of code y: 9 # changes tensorflow/inference/docker/build_artifacts/dockerd-entrypoint.py x: 7 lines of code y: 2 # changes tensorflow/inference/docker/build_artifacts/neuron-entrypoint.py x: 8 lines of code y: 3 # changes tensorflow/inference/docker/build_artifacts/sagemaker/tfs_utils.py x: 263 lines of code y: 9 # changes web_scraper/scraper_runner.py x: 19 lines of code y: 2 # changes web_scraper/web_scraper/middlewares.py x: 34 lines of code y: 2 # changes web_scraper/web_scraper/settings.py x: 4 lines of code y: 2 # changes web_scraper/web_scraper/spiders/cve_spiders.py x: 65 lines of code y: 2 # changes tensorflow/inference/docker/build_artifacts/sagemaker/multi_model_utils.py x: 32 lines of code y: 5 # changes web_scraper/scrapy.cfg x: 4 lines of code y: 1 # changes web_scraper/web_scraper/__init__.py x: 1 lines of code y: 1 # changes web_scraper/web_scraper/items.py x: 3 lines of code y: 1 # changes eks_infrastructure/namespace.yaml x: 15 lines of code y: 1 # changes eks_infrastructure/rbac.yaml x: 184 lines of code y: 1 # changes scheduler/job_requester/__init__.py x: 2 lines of code y: 1 # changes scheduler/job_requester/response.py x: 18 lines of code y: 1 # changes scheduler/setup.py x: 13 lines of code y: 1 # changes Scheduler/job_requester/requester.py x: 191 lines of code y: 1 # changes Scheduler/log_return/__init__.py x: 62 lines of code y: 1 # changes
56.0
# changes
  min: 1.0
  average: 5.38
  25th percentile: 1.0
  median: 2.0
  75th percentile: 4.0
  max: 56.0
0 576.0
lines of code
min: 1.0 | average: 81.08 | 25th percentile: 4.0 | median: 18.0 | 75th percentile: 127.0 | max: 576.0

Number of Contributors vs. Number of Changes: 107 points

src/deep_learning_container.py x: 9 # contributors y: 13 # changes dlc_developer_config.toml x: 16 # contributors y: 47 # changes src/image.py x: 8 # contributors y: 13 # changes scheduler/job_requester/requester.py x: 4 # contributors y: 5 # changes src/benchmark_metrics.py x: 12 # contributors y: 13 # changes src/image_builder.py x: 18 # contributors y: 43 # changes huggingface/pytorch/inference/out.py x: 1 # contributors y: 1 # changes src/patch_helper.py x: 3 # contributors y: 13 # changes generate_dlc_image_release_information.py x: 3 # contributors y: 5 # changes eks_infrastructure/cluster-autoscalar-autodiscover.yaml x: 2 # contributors y: 2 # changes tensorflow/training/docker/build_artifacts/dockerd-entrypoint.py x: 4 # contributors y: 3 # changes pytorch/inference/docker/build_artifacts/torchserve-entrypoint.py x: 6 # contributors y: 6 # changes src/utils.py x: 18 # contributors y: 56 # changes release/dlc_release_information.py x: 6 # contributors y: 8 # changes src/config.py x: 7 # contributors y: 22 # changes src/main.py x: 10 # contributors y: 22 # changes src/prepare_dlc_dev_environment.py x: 4 # contributors y: 11 # changes src/start_testbuilds.py x: 14 # contributors y: 43 # changes src/constants.py x: 15 # contributors y: 28 # changes src/send_test_notification.py x: 2 # contributors y: 3 # changes tensorflow/inference/docker/build_artifacts/sagemaker/serve.py x: 14 # contributors y: 19 # changes tensorflow/inference/docker/build_artifacts/sagemaker/python_service.py x: 12 # contributors y: 16 # changes src/autopr_caller.py x: 2 # contributors y: 5 # changes src/safety_report_generator.py x: 5 # contributors y: 8 # changes pyproject.toml x: 3 # contributors y: 3 # changes src/image_transfer.py x: 1 # contributors y: 2 # changes eks_infrastructure/eks_cleanup/eks_cleanup_job.py x: 2 # contributors y: 4 # changes src/metrics.py x: 4 # contributors y: 4 # changes mxnet/inference/docker/artifacts/mms-entrypoint.py x: 5 # contributors y: 4 # changes mxnet/training/docker/artifacts/dockerd-entrypoint.py x: 3 # contributors y: 2 # changes src/send_status.py x: 4 # contributors y: 9 # changes tensorflow/inference/docker/build_artifacts/sagemaker/tfs_utils.py x: 7 # contributors y: 9 # changes tensorflow/inference/docker/build_artifacts/sagemaker/multi_model_utils.py x: 6 # contributors y: 5 # changes tensorflow/inference/docker/__init__.py x: 2 # contributors y: 1 # changes
56.0
# changes
  min: 1.0
  average: 5.38
  25th percentile: 1.0
  median: 2.0
  75th percentile: 4.0
  max: 56.0
0 18.0
# contributors
min: 1.0 | average: 3.36 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 3.0 | max: 18.0

Number of Contributors vs. File Size: 107 points

src/deep_learning_container.py x: 9 # contributors y: 255 lines of code dlc_developer_config.toml x: 16 # contributors y: 136 lines of code src/image.py x: 8 # contributors y: 220 lines of code scheduler/job_requester/requester.py x: 4 # contributors y: 191 lines of code scheduler/log_return/__init__.py x: 4 # contributors y: 62 lines of code src/benchmark_metrics.py x: 12 # contributors y: 127 lines of code src/image_builder.py x: 18 # contributors y: 450 lines of code huggingface/pytorch/inference/out.py x: 1 # contributors y: 12 lines of code src/patch_helper.py x: 3 # contributors y: 369 lines of code generate_dlc_image_release_information.py x: 3 # contributors y: 106 lines of code eks_infrastructure/cluster-autoscalar-autodiscover.yaml x: 2 # contributors y: 166 lines of code tensorflow/training/docker/build_artifacts/dockerd-entrypoint.py x: 4 # contributors y: 14 lines of code pytorch/inference/docker/build_artifacts/torchserve-entrypoint.py x: 6 # contributors y: 27 lines of code src/utils.py x: 18 # contributors y: 364 lines of code release/dlc_release_information.py x: 6 # contributors y: 100 lines of code src/config.py x: 7 # contributors y: 232 lines of code src/main.py x: 10 # contributors y: 92 lines of code src/prepare_dlc_dev_environment.py x: 4 # contributors y: 476 lines of code src/start_testbuilds.py x: 14 # contributors y: 188 lines of code src/constants.py x: 15 # contributors y: 59 lines of code src/send_test_notification.py x: 2 # contributors y: 159 lines of code tensorflow/inference/docker/build_artifacts/sagemaker/serve.py x: 14 # contributors y: 420 lines of code tensorflow/inference/docker/build_artifacts/sagemaker/python_service.py x: 12 # contributors y: 576 lines of code src/autopr_caller.py x: 2 # contributors y: 168 lines of code src/buildspec.py x: 3 # contributors y: 57 lines of code src/safety_report_generator.py x: 5 # contributors y: 132 lines of code pyproject.toml x: 3 # contributors y: 2 lines of code src/codebuild_environment.py x: 3 # contributors y: 37 lines of code src/image_transfer.py x: 1 # contributors y: 145 lines of code miscellaneous_scripts/derive_history.py x: 1 # contributors y: 44 lines of code miscellaneous_scripts/extract_apt_patch_data.py x: 1 # contributors y: 117 lines of code src/__init__.py x: 2 # contributors y: 2 lines of code stabilityai/pytorch/inference/docker/build_artifacts/torchserve-stabilityai-entrypoint.py x: 3 # contributors y: 32 lines of code tensorflow/inference/docker/build_artifacts/sagemaker/tensorflowServing.js x: 3 # contributors y: 187 lines of code tensorflow/inference/docker/build_artifacts/sagemaker_neuron/tensorflowServing.js x: 2 # contributors y: 187 lines of code autogluon/build_artifacts/inference/torchserve-entrypoint.py x: 1 # contributors y: 10 lines of code tensorflow/inference/docker/build_artifacts/sagemaker_neuron/multi_model_utils.py x: 2 # contributors y: 31 lines of code tensorflow/inference/docker/build_artifacts/sagemaker_neuron/python_service.py x: 3 # contributors y: 386 lines of code tensorflow/inference/docker/build_artifacts/sagemaker_neuron/serve.py x: 3 # contributors y: 397 lines of code tensorflow/inference/docker/build_artifacts/sagemaker_neuron/tfs_utils.py x: 3 # contributors y: 221 lines of code pytorch/training/docker/build_artifacts/mnist.py x: 2 # contributors y: 162 lines of code huggingface/pytorch/training/docker/build_artifacts/changehostname.c x: 1 # contributors y: 8 lines of code eks_infrastructure/eks_cleanup/eks_cleanup_job.py x: 2 # contributors y: 63 lines of code src/metrics.py x: 4 # contributors y: 45 lines of code src/output.py x: 2 # contributors y: 69 lines of code autogluon/training/docker/artifacts/dockerd-entrypoint.py x: 2 # contributors y: 8 lines of code mxnet/inference/docker/artifacts/mms-ec2-entrypoint.py x: 1 # contributors y: 6 lines of code mxnet/inference/docker/artifacts/mms-entrypoint.py x: 5 # contributors y: 10 lines of code mxnet/inference/docker/artifacts/neuron-entrypoint.py x: 2 # contributors y: 12 lines of code mxnet/training/docker/artifacts/dockerd-entrypoint.py x: 3 # contributors y: 8 lines of code pytorch/build_artifacts/pin_git_modules.py x: 2 # contributors y: 43 lines of code pytorch/inference/docker/build_artifacts/default_inference_handler.py x: 2 # contributors y: 55 lines of code pytorch/inference/docker/build_artifacts/mms-entrypoint.py x: 4 # contributors y: 10 lines of code src/common_stage_image.py x: 3 # contributors y: 43 lines of code src/context.py x: 2 # contributors y: 24 lines of code src/send_status.py x: 4 # contributors y: 51 lines of code tensorflow/inference/docker/build_artifacts/sagemaker/tfs_utils.py x: 7 # contributors y: 263 lines of code web_scraper/scraper_runner.py x: 2 # contributors y: 19 lines of code web_scraper/web_scraper/middlewares.py x: 2 # contributors y: 34 lines of code web_scraper/web_scraper/settings.py x: 2 # contributors y: 4 lines of code web_scraper/web_scraper/spiders/cve_spiders.py x: 2 # contributors y: 65 lines of code tensorflow/inference/docker/build_artifacts/sagemaker/multi_model_utils.py x: 6 # contributors y: 32 lines of code web_scraper/scrapy.cfg x: 1 # contributors y: 4 lines of code web_scraper/web_scraper/__init__.py x: 1 # contributors y: 1 lines of code eks_infrastructure/namespace.yaml x: 1 # contributors y: 15 lines of code eks_infrastructure/rbac.yaml x: 1 # contributors y: 184 lines of code scheduler/job_requester/response.py x: 1 # contributors y: 18 lines of code Scheduler/job_requester/requester.py x: 1 # contributors y: 191 lines of code Scheduler/log_return/__init__.py x: 1 # contributors y: 62 lines of code
576.0
lines of code
  min: 1.0
  average: 81.08
  25th percentile: 4.0
  median: 18.0
  75th percentile: 127.0
  max: 576.0
0 18.0
# contributors
min: 1.0 | average: 3.36 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 3.0 | max: 18.0