aws / sagemaker-python-sdk
File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

File Change Frequency Overall
File Change Frequency Overall
The number of recorded file updates
  • There are 200 files with 29,063 lines of code.
    • 5 files changed more than 100 times (4,824 lines of code)
    • 8 files changed 51-100 times (2,788 lines of code)
    • 39 files changed 21-50 times (9,913 lines of code)
    • 69 files changed 6-20 times (7,219 lines of code)
    • 79 files changed 1-5 times (4,319 lines of code)
16% | 9% | 34% | 24% | 14%
Legend:
101+
51-100
21-50
6-20
1-5

Detailed data...

File Change Frequency per File Extension
py, rst, json, txt, md, sh, jsonl, yml, pt, ini, pb, css, js, java, bat, in, cfg, gitignore
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py16% | 9% | 34% | 24% | 14%
in0% | 0% | 0% | 0% | 100%
cfg0% | 0% | 0% | 0% | 0%
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
src/sagemaker41% | 16% | 27% | 9% | 5%
src/sagemaker/tensorflow46% | 0% | 44% | <1% | 8%
ROOT91% | 0% | 0% | 0% | 8%
src/sagemaker/local0% | 41% | 46% | 12% | 0%
src/sagemaker/amazon0% | 12% | 63% | 24% | <1%
src/sagemaker/mxnet0% | 43% | 40% | 1% | 14%
src/sagemaker/pytorch0% | 39% | 43% | 2% | 15%
src/sagemaker/model_monitor0% | 0% | 65% | 33% | 1%
src/sagemaker/workflow0% | 0% | 37% | 31% | 31%
src/sagemaker/automl0% | 0% | 67% | 32% | <1%
src/sagemaker/rl0% | 0% | 97% | 2% | 0%
src/sagemaker/sklearn0% | 0% | 80% | 19% | 0%
src/sagemaker/chainer0% | 0% | 97% | <1% | 1%
src/sagemaker/xgboost0% | 0% | 72% | 5% | 21%
doc0% | 0% | 100% | 0% | 0%
src/sagemaker/sparkml0% | 0% | 94% | 5% | 0%
src/sagemaker/cli0% | 0% | 0% | 78% | 21%
src/sagemaker/lineage0% | 0% | 0% | 63% | 36%
src/sagemaker/spark0% | 0% | 0% | 99% | <1%
src/sagemaker/feature_store0% | 0% | 0% | 79% | 20%
src/sagemaker/huggingface0% | 0% | 0% | 44% | 55%
ci-scripts0% | 0% | 0% | 100% | 0%
src/sagemaker/debugger0% | 0% | 0% | 0% | 100%
src/sagemaker/apiutils0% | 0% | 0% | 0% | 100%
src/sagemaker/wrangler0% | 0% | 0% | 0% | 100%
src/sagemaker/dataset_definition0% | 0% | 0% | 0% | 100%
src/sagemaker/async_inference0% | 0% | 0% | 0% | 100%
src/sagemaker/training_compiler0% | 0% | 0% | 0% | 100%
src/sagemaker/serverless0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 20)

See data for all files...

File# lines# unitslast modified
(days ago)		created
(days ago)		# changes
estimator.py
in src/sagemaker
 1259 68 3 1461 166
session.py
in src/sagemaker
 2521 114 3 1519 155
setup.py
in root
 85 2 18 1501 126
model.py
in src/sagemaker
 722 32 3 1501 111
estimator.py
in src/sagemaker/tensorflow
 237 10 189 1461 104
fw_utils.py
in src/sagemaker
 311 16 22 1435 98
estimator.py
in src/sagemaker/mxnet
 137 4 189 1461 64
image.py
in src/sagemaker/local
 592 33 56 1402 62
amazon_estimator.py
in src/sagemaker/amazon
 213 20 144 1478 60
utils.py
in src/sagemaker
 280 29 22 1363 60
tuner.py
in src/sagemaker
 827 52 19 1337 58
predictor.py
in src/sagemaker
 311 23 188 1503 56
estimator.py
in src/sagemaker/pytorch
 117 4 189 1322 54
__init__.py
in src/sagemaker
 46 - 87 1478 50
model.py
in src/sagemaker/tensorflow
 219 13 3 1447 49
conf.py
in doc
 42 - 139 1456 48
local_session.py
in src/sagemaker/local
 267 24 173 1402 44
estimator.py
in src/sagemaker/chainer
 118 4 189 1349 43
airflow.py
in src/sagemaker/workflow
 557 20 19 1174 42
estimator.py
in src/sagemaker/sklearn
 130 4 189 1164 41