aws / sagemaker-python-sdk
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 519 files with 84,824 lines of code.
    • 6 files changed more than 100 times (9,372 lines of code)
    • 16 files changed 51-100 times (8,686 lines of code)
    • 52 files changed 21-50 times (20,376 lines of code)
    • 159 files changed 6-20 times (27,021 lines of code)
    • 286 files changed 1-5 times (19,369 lines of code)
11% | 10% | 24% | 31% | 22%
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 519 files with 84,824 lines of code.
    • 22 files changed by more than 25 contributors (16,558 lines of code)
    • 63 files changed by 11-25 contributors (24,723 lines of code)
    • 71 files changed by 6-10 contributors (14,035 lines of code)
    • 225 files changed by 2-5 contributors (24,014 lines of code)
    • 138 files changed by 1 contributor (5,494 lines of code)
19% | 29% | 16% | 28% | 6%
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, rst, json, txt, yaml, sh, md, jsonl, pt, ipynb, pb, css, js, html, ini, java, bat, in, gitignore, toml, proto
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py11% | 10% | 24% | 31% | 22%
toml0% | 0% | 0% | 100% | 0%
in0% | 0% | 0% | 100% | 0%
proto0% | 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
src11% | 10% | 24% | 31% | 22%
ROOT24% | 0% | 0% | 58% | 16%
doc0% | 17% | 0% | 82% | <1%
ci-scripts0% | 0% | 0% | 100% | 0%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
session.py
in src/sagemaker
 4992 194 2017-12-05 2025-05-01 255 120 6631887+laurenyu@users.nore... 166456257+nargokul@users.no...
estimator.py
in src/sagemaker
 1903 83 2018-02-01 2025-03-05 243 112 nacho950@gmail.com narrohag@amazon.com
model.py
in src/sagemaker
 1490 46 2017-12-23 2025-03-18 196 82 31292660+owen-t@users.norep... rsareddy0329@gmail.com
setup.py
in root
 42 2 2017-12-23 2024-07-31 165 66 31292660+owen-t@users.norep... ofekmeister@gmail.com
fw_utils.py
in src/sagemaker
 672 25 2018-02-27 2025-03-27 149 70 32335935+nadiaya@users.nore... viczhu@amazon.com
estimator.py
in src/sagemaker/tensorflow
 273 10 2018-02-01 2023-12-22 117 43 nacho950@gmail.com martin.renou@gmail.com
utils.py
in src/sagemaker
 905 78 2018-05-10 2025-03-03 95 37 nacho950@gmail.com 167920275+pintaoz-aws@users...
model.py
in src/sagemaker/tensorflow
 329 13 2018-02-15 2025-03-18 84 41 andremoeller@users.noreply.... rsareddy0329@gmail.com
tuner.py
in src/sagemaker
 1223 70 2018-06-05 2025-02-18 83 34 6631887+laurenyu@users.nore... parknate@amazon.com
estimator.py
in src/sagemaker/pytorch
 412 11 2018-06-20 2025-02-10 82 37 32335935+nadiaya@users.nore... 167920275+pintaoz-aws@users...
image.py
in src/sagemaker/local
 702 35 2018-04-01 2025-01-27 78 34 nacho950@gmail.com 141277478+benieric@users.no...
image_uris.py
in src/sagemaker
 553 23 2020-07-10 2025-03-27 70 38 6631887+laurenyu@users.nore... viczhu@amazon.com
estimator.py
in src/sagemaker/mxnet
 139 4 2018-02-01 2025-02-10 69 24 nacho950@gmail.com 167920275+pintaoz-aws@users...
amazon_estimator.py
in src/sagemaker/amazon
 257 21 2018-01-15 2024-07-31 69 39 32072210+lukmis@users.norep... ofekmeister@gmail.com
processing.py
in src/sagemaker
 996 46 2019-11-14 2025-04-20 69 36 akarpur@amazon.com rsareddy0329@gmail.com
types.py
in src/sagemaker/jumpstart
 2196 104 2022-02-03 2025-03-10 63 19 69981223+evakravi@users.nor... narrohag@amazon.com
predictor.py
in src/sagemaker
 62 1 2017-12-21 2024-07-09 62 25 smarthorse6@gmail.com 54963715+makungaj1@users.no...
model.py
in src/sagemaker/pytorch
 188 6 2018-06-20 2025-02-13 60 30 32335935+nadiaya@users.nore... 167920275+pintaoz-aws@users...
model.py
in src/sagemaker/mxnet
 188 6 2018-02-15 2025-02-13 60 31 andremoeller@users.noreply.... 167920275+pintaoz-aws@users...
local_session.py
in src/sagemaker/local
 417 32 2018-04-01 2024-06-12 60 31 nacho950@gmail.com 110067132+knikure@users.nor...
conf.py
in doc
 60 1 2018-02-06 2025-04-19 58 33 32072210+lukmis@users.norep... mollyhe@amazon.com
__init__.py
in src/sagemaker
 59 - 2018-01-15 2024-10-22 53 31 32072210+lukmis@users.norep... 83920185+edwardps@users.nor...
airflow.py
in src/sagemaker/workflow
 577 20 2018-11-15 2024-07-31 50 24 31293788+yangaws@users.nore... ofekmeister@gmail.com
steps.py
in src/sagemaker/workflow
 679 43 2020-11-06 2025-04-08 50 24 31262102+danabens@users.nor... jkasiraj@users.noreply.gith...
estimator.py
in src/sagemaker/chainer
 122 4 2018-05-24 2024-07-31 49 20 andremoeller@users.noreply.... ofekmeister@gmail.com
model.py
in src/sagemaker/sklearn
 171 5 2018-11-25 2025-02-13 49 28 39601338+ericaws@users.nore... 167920275+pintaoz-aws@users...
transformer.py
in src/sagemaker
 446 20 2018-07-17 2024-02-26 49 27 6631887+laurenyu@users.nore... keshav.chandak1995@gmail.com
estimator.py
in src/sagemaker/sklearn
 150 4 2018-11-25 2025-02-10 48 19 39601338+ericaws@users.nore... 167920275+pintaoz-aws@users...
clarify.py
in src/sagemaker
 1618 45 2020-11-11 2024-08-08 48 25 milaha@amazon.com 141277478+benieric@users.no...
_utils.py
in src/sagemaker/workflow
 280 9 2020-11-06 2024-11-07 46 24 chuyangdeng@gmail.com yes@amazon.com
pipeline.py
in src/sagemaker
 296 9 2018-11-24 2025-03-05 45 23 orchidmajumder@gmail.com 167920275+pintaoz-aws@users...
model_builder.py
in src/sagemaker/serve/builder
 1601 48 2023-10-27 2025-04-28 45 19 110067132+knikure@users.nor... 46845440+pravali96@users.no...
model.py
in src/sagemaker/xgboost
 168 5 2019-08-14 2025-02-13 44 24 iyerr3@users.noreply.github... 167920275+pintaoz-aws@users...
estimator.py
in src/sagemaker/rl
 255 13 2018-11-27 2025-02-10 44 17 32335935+nadiaya@users.nore... 167920275+pintaoz-aws@users...
model.py
in src/sagemaker/chainer
 182 5 2018-05-24 2025-02-13 43 25 andremoeller@users.noreply.... 167920275+pintaoz-aws@users...
step_collections.py
in src/sagemaker/workflow
 316 5 2020-11-06 2024-11-07 42 23 31262102+danabens@users.nor... yes@amazon.com
utils.py
in src/sagemaker/jumpstart
 1159 49 2022-02-03 2025-04-04 42 13 69981223+evakravi@users.nor... bencrab@amazon.com
model_monitoring.py
in src/sagemaker/model_monitor
 2542 73 2019-11-25 2025-02-07 42 20 knakad@amazon.com 77953422+luke-gerschwitz@us...
linear_learner.py
in src/sagemaker/amazon
 277 5 2018-01-15 2025-02-17 41 22 32072210+lukmis@users.norep... 167920275+pintaoz-aws@users...
pipeline.py
in src/sagemaker/workflow
 700 38 2020-11-06 2025-03-06 41 23 31262102+danabens@users.nor... gujarathi.rohan@gmail.com
model.py
in src/sagemaker/jumpstart/factory
 720 28 2023-05-09 2025-04-19 41 16 69981223+evakravi@users.nor... mollyhe@amazon.com
model.py
in src/sagemaker/huggingface
 280 8 2021-07-07 2025-03-18 39 28 ahsan.al.zaki@gmail.com rsareddy0329@gmail.com
entities.py
in src/sagemaker/local
 674 51 2018-09-26 2025-04-19 39 22 nacho950@gmail.com mollyhe@amazon.com
feature_group.py
in src/sagemaker/feature_store
 681 37 2020-11-10 2025-02-11 38 24 icywang.rui@gmail.com 167920275+pintaoz-aws@users...
kmeans.py
in src/sagemaker/amazon
 121 6 2018-01-15 2025-02-17 37 20 32072210+lukmis@users.norep... 167920275+pintaoz-aws@users...
model.py
in src/sagemaker/jumpstart
 584 18 2023-05-09 2025-02-13 37 16 69981223+evakravi@users.nor... 167920275+pintaoz-aws@users...
pca.py
in src/sagemaker/amazon
 114 5 2018-01-15 2025-02-17 34 19 32072210+lukmis@users.norep... 167920275+pintaoz-aws@users...
automl.py
in src/sagemaker/automl
 589 23 2019-11-27 2025-02-13 34 13 chuyangdeng@gmail.com 167920275+pintaoz-aws@users...
lda.py
in src/sagemaker/amazon
 103 5 2018-01-31 2025-02-17 33 18 32072210+lukmis@users.norep... 167920275+pintaoz-aws@users...
estimator.py
in src/sagemaker/xgboost
 116 4 2019-08-14 2025-02-10 33 13 iyerr3@users.noreply.github... 167920275+pintaoz-aws@users...
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
session.py
in src/sagemaker
 4992 194 2017-12-05 2025-05-01 255 120 6631887+laurenyu@users.nore... 166456257+nargokul@users.no...
estimator.py
in src/sagemaker
 1903 83 2018-02-01 2025-03-05 243 112 nacho950@gmail.com narrohag@amazon.com
model.py
in src/sagemaker
 1490 46 2017-12-23 2025-03-18 196 82 31292660+owen-t@users.norep... rsareddy0329@gmail.com
fw_utils.py
in src/sagemaker
 672 25 2018-02-27 2025-03-27 149 70 32335935+nadiaya@users.nore... viczhu@amazon.com
setup.py
in root
 42 2 2017-12-23 2024-07-31 165 66 31292660+owen-t@users.norep... ofekmeister@gmail.com
estimator.py
in src/sagemaker/tensorflow
 273 10 2018-02-01 2023-12-22 117 43 nacho950@gmail.com martin.renou@gmail.com
model.py
in src/sagemaker/tensorflow
 329 13 2018-02-15 2025-03-18 84 41 andremoeller@users.noreply.... rsareddy0329@gmail.com
amazon_estimator.py
in src/sagemaker/amazon
 257 21 2018-01-15 2024-07-31 69 39 32072210+lukmis@users.norep... ofekmeister@gmail.com
image_uris.py
in src/sagemaker
 553 23 2020-07-10 2025-03-27 70 38 6631887+laurenyu@users.nore... viczhu@amazon.com
utils.py
in src/sagemaker
 905 78 2018-05-10 2025-03-03 95 37 nacho950@gmail.com 167920275+pintaoz-aws@users...
estimator.py
in src/sagemaker/pytorch
 412 11 2018-06-20 2025-02-10 82 37 32335935+nadiaya@users.nore... 167920275+pintaoz-aws@users...
processing.py
in src/sagemaker
 996 46 2019-11-14 2025-04-20 69 36 akarpur@amazon.com rsareddy0329@gmail.com
tuner.py
in src/sagemaker
 1223 70 2018-06-05 2025-02-18 83 34 6631887+laurenyu@users.nore... parknate@amazon.com
image.py
in src/sagemaker/local
 702 35 2018-04-01 2025-01-27 78 34 nacho950@gmail.com 141277478+benieric@users.no...
conf.py
in doc
 60 1 2018-02-06 2025-04-19 58 33 32072210+lukmis@users.norep... mollyhe@amazon.com
model.py
in src/sagemaker/mxnet
 188 6 2018-02-15 2025-02-13 60 31 andremoeller@users.noreply.... 167920275+pintaoz-aws@users...
local_session.py
in src/sagemaker/local
 417 32 2018-04-01 2024-06-12 60 31 nacho950@gmail.com 110067132+knikure@users.nor...
__init__.py
in src/sagemaker
 59 - 2018-01-15 2024-10-22 53 31 32072210+lukmis@users.norep... 83920185+edwardps@users.nor...
model.py
in src/sagemaker/pytorch
 188 6 2018-06-20 2025-02-13 60 30 32335935+nadiaya@users.nore... 167920275+pintaoz-aws@users...
model.py
in src/sagemaker/sklearn
 171 5 2018-11-25 2025-02-13 49 28 39601338+ericaws@users.nore... 167920275+pintaoz-aws@users...
model.py
in src/sagemaker/huggingface
 280 8 2021-07-07 2025-03-18 39 28 ahsan.al.zaki@gmail.com rsareddy0329@gmail.com
transformer.py
in src/sagemaker
 446 20 2018-07-17 2024-02-26 49 27 6631887+laurenyu@users.nore... keshav.chandak1995@gmail.com
predictor.py
in src/sagemaker
 62 1 2017-12-21 2024-07-09 62 25 smarthorse6@gmail.com 54963715+makungaj1@users.no...
clarify.py
in src/sagemaker
 1618 45 2020-11-11 2024-08-08 48 25 milaha@amazon.com 141277478+benieric@users.no...
model.py
in src/sagemaker/chainer
 182 5 2018-05-24 2025-02-13 43 25 andremoeller@users.noreply.... 167920275+pintaoz-aws@users...
estimator.py
in src/sagemaker/mxnet
 139 4 2018-02-01 2025-02-10 69 24 nacho950@gmail.com 167920275+pintaoz-aws@users...
airflow.py
in src/sagemaker/workflow
 577 20 2018-11-15 2024-07-31 50 24 31293788+yangaws@users.nore... ofekmeister@gmail.com
steps.py
in src/sagemaker/workflow
 679 43 2020-11-06 2025-04-08 50 24 31262102+danabens@users.nor... jkasiraj@users.noreply.gith...
_utils.py
in src/sagemaker/workflow
 280 9 2020-11-06 2024-11-07 46 24 chuyangdeng@gmail.com yes@amazon.com
model.py
in src/sagemaker/xgboost
 168 5 2019-08-14 2025-02-13 44 24 iyerr3@users.noreply.github... 167920275+pintaoz-aws@users...
feature_group.py
in src/sagemaker/feature_store
 681 37 2020-11-10 2025-02-11 38 24 icywang.rui@gmail.com 167920275+pintaoz-aws@users...
pipeline.py
in src/sagemaker
 296 9 2018-11-24 2025-03-05 45 23 orchidmajumder@gmail.com 167920275+pintaoz-aws@users...
step_collections.py
in src/sagemaker/workflow
 316 5 2020-11-06 2024-11-07 42 23 31262102+danabens@users.nor... yes@amazon.com
pipeline.py
in src/sagemaker/workflow
 700 38 2020-11-06 2025-03-06 41 23 31262102+danabens@users.nor... gujarathi.rohan@gmail.com
linear_learner.py
in src/sagemaker/amazon
 277 5 2018-01-15 2025-02-17 41 22 32072210+lukmis@users.norep... 167920275+pintaoz-aws@users...
entities.py
in src/sagemaker/local
 674 51 2018-09-26 2025-04-19 39 22 nacho950@gmail.com mollyhe@amazon.com
job.py
in src/sagemaker
 280 17 2018-06-05 2025-03-05 33 22 6631887+laurenyu@users.nore... narrohag@amazon.com
estimator.py
in src/sagemaker/chainer
 122 4 2018-05-24 2024-07-31 49 20 andremoeller@users.noreply.... ofekmeister@gmail.com
model_monitoring.py
in src/sagemaker/model_monitor
 2542 73 2019-11-25 2025-02-07 42 20 knakad@amazon.com 77953422+luke-gerschwitz@us...
kmeans.py
in src/sagemaker/amazon
 121 6 2018-01-15 2025-02-17 37 20 32072210+lukmis@users.norep... 167920275+pintaoz-aws@users...
algorithm.py
in src/sagemaker
 302 20 2018-11-27 2024-08-21 33 20 nacho950@gmail.com 165942273+aditi2424@users.n...
types.py
in src/sagemaker/jumpstart
 2196 104 2022-02-03 2025-03-10 63 19 69981223+evakravi@users.nor... narrohag@amazon.com
estimator.py
in src/sagemaker/sklearn
 150 4 2018-11-25 2025-02-10 48 19 39601338+ericaws@users.nore... 167920275+pintaoz-aws@users...
model_builder.py
in src/sagemaker/serve/builder
 1601 48 2023-10-27 2025-04-28 45 19 110067132+knikure@users.nor... 46845440+pravali96@users.no...
pca.py
in src/sagemaker/amazon
 114 5 2018-01-15 2025-02-17 34 19 32072210+lukmis@users.norep... 167920275+pintaoz-aws@users...
lda.py
in src/sagemaker/amazon
 103 5 2018-01-31 2025-02-17 33 18 32072210+lukmis@users.norep... 167920275+pintaoz-aws@users...
factorization_machines.py
in src/sagemaker/amazon
 165 4 2018-01-15 2025-02-17 31 18 32072210+lukmis@users.norep... 167920275+pintaoz-aws@users...
knn.py
in src/sagemaker/amazon
 129 5 2018-07-31 2025-02-17 30 18 32551277+pdasamzn@users.nor... 167920275+pintaoz-aws@users...
estimator.py
in src/sagemaker/rl
 255 13 2018-11-27 2025-02-10 44 17 32335935+nadiaya@users.nore... 167920275+pintaoz-aws@users...
ntm.py
in src/sagemaker/amazon
 137 5 2018-02-09 2025-02-17 32 17 31293788+yangaws@users.nore... 167920275+pintaoz-aws@users...
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
check_image_uri.py
in src/sagemaker/serve/validations
 295 1 2023-11-11 2023-11-11 1 1 38331932+gwang111@users.nor... 38331932+gwang111@users.nor...
_steps_compiler.py
in src/sagemaker/workflow
 261 29 2023-10-31 2023-10-31 1 1 namratamadan@gmail.com namratamadan@gmail.com
utils.py
in src/sagemaker/modules/train/sm_recipes
 226 9 2024-11-12 2025-01-31 5 1 141277478+benieric@users.no... 141277478+benieric@users.no...
_input_loader.py
in src/sagemaker/feature_store/feature_processor
 209 9 2023-06-21 2023-06-21 1 1 95885824+jiapinw@users.nore... 95885824+jiapinw@users.nore...
mpi_utils.py
in src/sagemaker/modules/train/container_drivers/distributed_drivers
 197 14 2025-03-05 2025-03-05 1 1 141277478+benieric@users.no... 141277478+benieric@users.no...
optimization.py
in src/sagemaker/serve/validations
 181 2 2024-11-19 2024-11-19 1 1 38331932+gwang111@users.nor... 38331932+gwang111@users.nor...
_lineage_association_handler.py
in src/sagemaker/feature_store/feature_processor/lineage
 174 10 2023-06-21 2023-06-21 1 1 95885824+jiapinw@users.nore... 95885824+jiapinw@users.nore...
feature_utils.py
in src/sagemaker/feature_store
 155 5 2023-09-22 2023-09-22 1 1 josejuan-98@hotmail.com josejuan-98@hotmail.com
mpi_utils_remote.py
in src/sagemaker/remote_function/runtime_environment
 150 13 2025-01-31 2025-01-31 1 1 brn.pistone@gmail.com brn.pistone@gmail.com
triton_schema_builder.py
in src/sagemaker/serve/builder
 146 7 2023-10-27 2023-10-27 1 1 110067132+knikure@users.nor... 110067132+knikure@users.nor...
serializer_utils.py
in src/sagemaker
 132 10 2025-02-21 2025-02-21 1 1 167920275+pintaoz-aws@users... 167920275+pintaoz-aws@users...
forward_sagemaker_metrics.py
in src/sagemaker/mlflow
 131 10 2024-10-03 2024-11-05 2 1 37981995+ryansteakley@users... 37981995+ryansteakley@users...
clarify_explainer_config.py
in src/sagemaker/explainer
 126 10 2023-04-04 2023-04-04 1 1 68569612+xiaoyi-cheng@users... 68569612+xiaoyi-cheng@users...
utils.py
in src/sagemaker/modules/train/container_drivers/common
 119 13 2025-03-05 2025-03-05 1 1 141277478+benieric@users.no... 141277478+benieric@users.no...
app.py
in src/sagemaker/serve/model_server/in_process_model_server
 114 5 2024-11-11 2024-11-19 2 1 46845440+pravali96@users.no... 46845440+pravali96@users.no...
_utils.py
in src/sagemaker/experiments
 109 8 2022-12-14 2023-02-01 2 1 32910701+qidewenwhen@users.... 32910701+qidewenwhen@users....
proto
record.proto
in src/sagemaker/amazon
 104 - 2023-07-12 2023-07-12 1 1 42805768+claytonparnell@use... 42805768+claytonparnell@use...
_feature_group_lineage_entity_handler.py
in src/sagemaker/feature_store/feature_processor/lineage
 102 5 2023-06-21 2023-06-21 1 1 95885824+jiapinw@users.nore... 95885824+jiapinw@users.nore...
_api_types.py
in src/sagemaker/experiments
 100 6 2022-12-14 2022-12-14 1 1 32910701+qidewenwhen@users.... 32910701+qidewenwhen@users....
lineage_trial_component.py
in src/sagemaker/lineage
 98 4 2022-01-18 2022-02-22 2 1 66866419+yzhu0@users.norepl... 66866419+yzhu0@users.norepl...
inference.py
in src/sagemaker/serve/model_server/tensorflow_serving
 92 8 2024-05-09 2024-05-09 1 1 95885824+jiapinw@users.nore... 95885824+jiapinw@users.nore...
utils.py
in src/sagemaker/modules
 81 7 2024-09-30 2024-11-12 4 1 141277478+benieric@users.no... 141277478+benieric@users.no...
torchrun_driver.py
in src/sagemaker/modules/train/container_drivers/distributed_drivers
 73 5 2025-03-05 2025-03-05 1 1 141277478+benieric@users.no... 141277478+benieric@users.no...
config.py
in src/sagemaker/pytorch/training_compiler
 73 2 2022-12-07 2022-12-07 1 1 lokravi@amazon.com lokravi@amazon.com
_event_bridge_scheduler_helper.py
in src/sagemaker/feature_store/feature_processor
 71 3 2023-06-21 2023-06-21 1 1 95885824+jiapinw@users.nore... 95885824+jiapinw@users.nore...
custom_file_filter.py
in src/sagemaker/remote_function
 71 7 2023-11-02 2023-11-02 1 1 nmmadan@amazon.com nmmadan@amazon.com
detail_profiler_app.py
in src/sagemaker/interactive_apps
 71 8 2023-08-23 2023-08-23 1 1 99500633+mariumof@users.nor... 99500633+mariumof@users.nor...
triggers.py
in src/sagemaker/workflow
 68 4 2023-10-31 2023-10-31 1 1 namratamadan@gmail.com namratamadan@gmail.com
_environment.py
in src/sagemaker/experiments
 63 3 2022-12-14 2023-02-01 2 1 32910701+qidewenwhen@users.... 32910701+qidewenwhen@users....
iterators.py
in src/sagemaker
 61 10 2024-03-14 2024-03-14 1 1 89424143+mufaddal-rohawala@... 89424143+mufaddal-rohawala@...
mpi_driver.py
in src/sagemaker/modules/train/container_drivers/distributed_drivers
 58 1 2025-03-05 2025-03-05 1 1 141277478+benieric@users.no... 141277478+benieric@users.no...
auth_utils.py
in src/sagemaker/partner_app
 57 2 2024-10-22 2024-10-24 2 1 83920185+edwardps@users.nor... 83920185+edwardps@users.nor...
auth_provider.py
in src/sagemaker/partner_app
 55 5 2024-10-22 2024-10-22 1 1 83920185+edwardps@users.nor... 83920185+edwardps@users.nor...
_input_offset_parser.py
in src/sagemaker/feature_store/feature_processor
 53 5 2023-06-21 2023-06-21 1 1 95885824+jiapinw@users.nore... 95885824+jiapinw@users.nore...
_event_bridge_client_helper.py
in src/sagemaker/workflow
 53 3 2023-10-31 2023-10-31 1 1 namratamadan@gmail.com namratamadan@gmail.com
_pipeline_lineage_entity_handler.py
in src/sagemaker/feature_store/feature_processor/lineage
 51 3 2023-06-21 2023-06-21 1 1 95885824+jiapinw@users.nore... 95885824+jiapinw@users.nore...
_udf_output_receiver.py
in src/sagemaker/feature_store/feature_processor
 50 2 2023-06-21 2023-06-21 1 1 95885824+jiapinw@users.nore... 95885824+jiapinw@users.nore...
distributed.py
in src/sagemaker/modules
 48 7 2024-11-11 2025-03-05 6 1 141277478+benieric@users.no... 141277478+benieric@users.no...
serve_settings.py
in src/sagemaker/serve/builder
 48 1 2023-10-27 2023-10-27 1 1 110067132+knikure@users.nor... 110067132+knikure@users.nor...
utils.py
in src/sagemaker/jumpstart/factory
 48 2 2024-08-20 2024-08-20 1 1 69981223+evakravi@users.nor... 69981223+evakravi@users.nor...
prepare.py
in src/sagemaker/serve/model_server/smd
 46 1 2025-04-28 2025-04-28 1 1 46845440+pravali96@users.no... 46845440+pravali96@users.no...
server.py
in src/sagemaker/serve/model_server/smd
 46 1 2025-04-28 2025-04-28 1 1 46845440+pravali96@users.no... 46845440+pravali96@users.no...
prepare.py
in src/sagemaker/serve/model_server/tensorflow_serving
 45 1 2024-05-09 2024-05-09 1 1 95885824+jiapinw@users.nore... 95885824+jiapinw@users.nore...
requirements_manager.py
in src/sagemaker/serve/builder
 45 6 2024-08-07 2024-08-22 2 1 110491182+bryannahm1@users.... 110491182+bryannahm1@users....
_pipeline_version_lineage_entity_handler.py
in src/sagemaker/feature_store/feature_processor/lineage
 45 2 2023-06-21 2023-06-21 1 1 95885824+jiapinw@users.nore... 95885824+jiapinw@users.nore...
basic_script_driver.py
in src/sagemaker/modules/train/container_drivers/distributed_drivers
 44 2 2025-03-05 2025-03-05 1 1 141277478+benieric@users.no... 141277478+benieric@users.no...
in_process_server.py
in src/sagemaker/serve/model_server/in_process_model_server
 41 4 2024-11-11 2024-11-19 2 1 46845440+pravali96@users.no... 46845440+pravali96@users.no...
_udf_wrapper.py
in src/sagemaker/feature_store/feature_processor
 38 2 2023-06-21 2023-06-21 1 1 95885824+jiapinw@users.nore... 95885824+jiapinw@users.nore...
custom_execution_inference.py
in src/sagemaker/serve/model_server/smd
 37 4 2025-04-28 2025-04-28 1 1 46845440+pravali96@users.no... 46845440+pravali96@users.no...
hf_utils.py
in src/sagemaker/serve/utils
 35 1 2024-06-25 2024-06-25 1 1 siddvenk@umich.edu siddvenk@umich.edu
Correlations

File Size vs. Number of Changes: 519 points

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changes src/sagemaker/sparkml/model.py x: 45 lines of code y: 26 # changes src/sagemaker/serve/save_retrive/version_1_0_0/save/framework/framework_handler.py x: 26 lines of code y: 2 # changes src/sagemaker/serve/save_retrive/version_1_0_0/save/framework/pytorch_handler.py x: 178 lines of code y: 2 # changes src/sagemaker/serve/save_retrive/version_1_0_0/save/save_handler.py x: 206 lines of code y: 2 # changes src/sagemaker/serve/validations/check_image_uri.py x: 295 lines of code y: 1 # changes src/sagemaker/remote_function/custom_file_filter.py x: 71 lines of code y: 1 # changes src/sagemaker/jumpstart/artifacts/__init__.py x: 56 lines of code y: 5 # changes src/sagemaker/remote_function/invoke_function.py x: 116 lines of code y: 3 # changes src/sagemaker/workflow/_steps_compiler.py x: 261 lines of code y: 1 # changes src/sagemaker/workflow/execution_variables.py x: 36 lines of code y: 13 # changes src/sagemaker/workflow/parameters.py x: 98 lines of code y: 11 # changes src/sagemaker/workflow/pipeline_context.py x: 168 lines of code y: 14 # 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changes src/sagemaker/sklearn/__init__.py x: 4 lines of code y: 9 # changes src/sagemaker/xgboost/__init__.py x: 5 lines of code y: 6 # changes src/sagemaker/amazon/validation.py x: 25 lines of code y: 8 # changes src/sagemaker/chainer/defaults.py x: 2 lines of code y: 11 # changes src/sagemaker/cli/compatibility/v2/ast_transformer.py x: 63 lines of code y: 18 # changes src/sagemaker/cli/compatibility/v2/modifiers/__init__.py x: 14 lines of code y: 13 # changes src/sagemaker/cli/compatibility/v2/modifiers/framework_version.py x: 89 lines of code y: 12 # changes src/sagemaker/cli/compatibility/v2/modifiers/renamed_params.py x: 150 lines of code y: 8 # changes src/sagemaker/cli/compatibility/v2/modifiers/tf_legacy_mode.py x: 108 lines of code y: 13 # changes src/sagemaker/cli/compatibility/v2/modifiers/training_input.py x: 51 lines of code y: 7 # changes src/sagemaker/mxnet/defaults.py x: 2 lines of code y: 13 # changes src/sagemaker/pytorch/defaults.py x: 2 lines of code y: 15 # changes src/sagemaker/sklearn/defaults.py x: 2 lines of code y: 12 # changes src/sagemaker/tensorflow/defaults.py x: 2 lines of code y: 21 # changes src/sagemaker/tensorflow/serving.py x: 8 lines of code y: 24 # changes src/sagemaker/xgboost/defaults.py x: 10 lines of code y: 12 # changes src/sagemaker/lineage/visualizer.py x: 164 lines of code y: 6 # changes
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Number of Contributors vs. Number of Changes: 519 points

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contributors y: 7 # changes src/sagemaker/workflow/functions.py x: 8 # contributors y: 12 # changes src/sagemaker/transformer.py x: 27 # contributors y: 49 # changes src/sagemaker/feature_store/inputs.py x: 11 # contributors y: 13 # changes src/sagemaker/experiments/run.py x: 9 # contributors y: 11 # changes src/sagemaker/lineage/artifact.py x: 7 # contributors y: 9 # changes src/sagemaker/spark/processing.py x: 16 # contributors y: 20 # changes src/sagemaker/tensorflow/estimator.py x: 43 # contributors y: 117 # changes src/sagemaker/cli/compatibility/v2/files.py x: 6 # contributors y: 10 # changes src/sagemaker/git_utils.py x: 9 # contributors y: 14 # changes src/sagemaker/sparkml/model.py x: 14 # contributors y: 26 # changes src/sagemaker/jumpstart/artifacts/__init__.py x: 2 # contributors y: 5 # changes src/sagemaker/workflow/execution_variables.py x: 8 # contributors y: 13 # changes src/sagemaker/workflow/parameters.py x: 8 # contributors y: 11 # changes src/sagemaker/workflow/pipeline_context.py x: 8 # 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Number of Contributors vs. File Size: 519 points

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