aws / sagemaker-huggingface-inference-toolkit
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 13 files with 855 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 3 files changed 21-50 times (472 lines of code)
    • 4 files changed 6-20 times (318 lines of code)
    • 6 files changed 1-5 times (65 lines of code)
0% | 0% | 55% | 37% | 7%
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 13 files with 855 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 1 file changed by 11-25 contributors (210 lines of code)
    • 1 file changed by 6-10 contributors (70 lines of code)
    • 7 files changed by 2-5 contributors (543 lines of code)
    • 4 files changed by 1 contributor (32 lines of code)
0% | 24% | 8% | 63% | 3%
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, md, yaml, txt, in, cfg, gitignore, json, toml
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 57% | 38% | 4%
cfg0% | 0% | 0% | 0% | 100%
in0% | 0% | 0% | 0% | 100%
toml0% | 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% | 0% | 53% | 42% | 4%
ROOT0% | 0% | 69% | 0% | 30%
Most Frequently Changed Files (Top 13)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
handler_service.py
in src/sagemaker_huggingface_inference_toolkit
 210 12 2021-06-08 2025-03-28 29 14 schmidphilipp1995@gmail.com dthmasp@amazon.com
setup.py
in root
 70 - 2021-06-08 2025-04-23 28 6 schmidphilipp1995@gmail.com timkuo@amazon.com
transformers_utils.py
in src/sagemaker_huggingface_inference_toolkit
 192 10 2021-06-08 2024-08-29 22 5 schmidphilipp1995@gmail.com 32632186+philschmid@users.n...
decoder_encoder.py
in src/sagemaker_huggingface_inference_toolkit
 117 11 2021-06-08 2023-11-17 15 3 schmidphilipp1995@gmail.com 32632186+philschmid@users.n...
mms_model_server.py
in src/sagemaker_huggingface_inference_toolkit
 96 2 2021-06-08 2024-05-08 8 3 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
optimum_utils.py
in src/sagemaker_huggingface_inference_toolkit
 67 3 2023-06-27 2024-05-08 7 2 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
diffusers_utils.py
in src/sagemaker_huggingface_inference_toolkit
 38 4 2023-09-20 2025-04-15 6 4 schmidphilipp1995@gmail.com 57682969+malav-shastri@user...
serving.py
in src/sagemaker_huggingface_inference_toolkit
 13 3 2021-06-08 2023-11-17 4 2 schmidphilipp1995@gmail.com 32632186+philschmid@users.n...
content_types.py
in src/sagemaker_huggingface_inference_toolkit
 20 - 2022-02-15 2022-03-25 4 2 schmidphilipp1995@gmail.com 32632186+philschmid@users.n...
__init__.py
in src/sagemaker_huggingface_inference_toolkit
 1 - 2021-06-08 2021-06-08 1 1 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
3 - 2021-06-08 2021-06-08 1 1 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
in
 4 - 2021-06-08 2021-06-08 1 1 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
cfg
setup.cfg
in root
 24 - 2021-06-08 2021-06-08 1 1 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
Files With Most Contributors (Top 13)
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
handler_service.py
in src/sagemaker_huggingface_inference_toolkit
 210 12 2021-06-08 2025-03-28 29 14 schmidphilipp1995@gmail.com dthmasp@amazon.com
setup.py
in root
 70 - 2021-06-08 2025-04-23 28 6 schmidphilipp1995@gmail.com timkuo@amazon.com
transformers_utils.py
in src/sagemaker_huggingface_inference_toolkit
 192 10 2021-06-08 2024-08-29 22 5 schmidphilipp1995@gmail.com 32632186+philschmid@users.n...
diffusers_utils.py
in src/sagemaker_huggingface_inference_toolkit
 38 4 2023-09-20 2025-04-15 6 4 schmidphilipp1995@gmail.com 57682969+malav-shastri@user...
decoder_encoder.py
in src/sagemaker_huggingface_inference_toolkit
 117 11 2021-06-08 2023-11-17 15 3 schmidphilipp1995@gmail.com 32632186+philschmid@users.n...
mms_model_server.py
in src/sagemaker_huggingface_inference_toolkit
 96 2 2021-06-08 2024-05-08 8 3 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
optimum_utils.py
in src/sagemaker_huggingface_inference_toolkit
 67 3 2023-06-27 2024-05-08 7 2 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
serving.py
in src/sagemaker_huggingface_inference_toolkit
 13 3 2021-06-08 2023-11-17 4 2 schmidphilipp1995@gmail.com 32632186+philschmid@users.n...
content_types.py
in src/sagemaker_huggingface_inference_toolkit
 20 - 2022-02-15 2022-03-25 4 2 schmidphilipp1995@gmail.com 32632186+philschmid@users.n...
__init__.py
in src/sagemaker_huggingface_inference_toolkit
 1 - 2021-06-08 2021-06-08 1 1 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
in
 4 - 2021-06-08 2021-06-08 1 1 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
3 - 2021-06-08 2021-06-08 1 1 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
cfg
setup.cfg
in root
 24 - 2021-06-08 2021-06-08 1 1 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
Files With Least Contributors (Top 13)
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
cfg
setup.cfg
in root
 24 - 2021-06-08 2021-06-08 1 1 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
in
 4 - 2021-06-08 2021-06-08 1 1 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
3 - 2021-06-08 2021-06-08 1 1 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
__init__.py
in src/sagemaker_huggingface_inference_toolkit
 1 - 2021-06-08 2021-06-08 1 1 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
optimum_utils.py
in src/sagemaker_huggingface_inference_toolkit
 67 3 2023-06-27 2024-05-08 7 2 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
content_types.py
in src/sagemaker_huggingface_inference_toolkit
 20 - 2022-02-15 2022-03-25 4 2 schmidphilipp1995@gmail.com 32632186+philschmid@users.n...
serving.py
in src/sagemaker_huggingface_inference_toolkit
 13 3 2021-06-08 2023-11-17 4 2 schmidphilipp1995@gmail.com 32632186+philschmid@users.n...
decoder_encoder.py
in src/sagemaker_huggingface_inference_toolkit
 117 11 2021-06-08 2023-11-17 15 3 schmidphilipp1995@gmail.com 32632186+philschmid@users.n...
mms_model_server.py
in src/sagemaker_huggingface_inference_toolkit
 96 2 2021-06-08 2024-05-08 8 3 schmidphilipp1995@gmail.com schmidphilipp1995@gmail.com
diffusers_utils.py
in src/sagemaker_huggingface_inference_toolkit
 38 4 2023-09-20 2025-04-15 6 4 schmidphilipp1995@gmail.com 57682969+malav-shastri@user...
transformers_utils.py
in src/sagemaker_huggingface_inference_toolkit
 192 10 2021-06-08 2024-08-29 22 5 schmidphilipp1995@gmail.com 32632186+philschmid@users.n...
setup.py
in root
 70 - 2021-06-08 2025-04-23 28 6 schmidphilipp1995@gmail.com timkuo@amazon.com
handler_service.py
in src/sagemaker_huggingface_inference_toolkit
 210 12 2021-06-08 2025-03-28 29 14 schmidphilipp1995@gmail.com dthmasp@amazon.com
Correlations

File Size vs. Number of Changes: 13 points

setup.py x: 70 lines of code y: 28 # changes src/sagemaker_huggingface_inference_toolkit/diffusers_utils.py x: 38 lines of code y: 6 # changes src/sagemaker_huggingface_inference_toolkit/handler_service.py x: 210 lines of code y: 29 # changes src/sagemaker_huggingface_inference_toolkit/transformers_utils.py x: 192 lines of code y: 22 # changes src/sagemaker_huggingface_inference_toolkit/mms_model_server.py x: 96 lines of code y: 8 # changes src/sagemaker_huggingface_inference_toolkit/optimum_utils.py x: 67 lines of code y: 7 # changes src/sagemaker_huggingface_inference_toolkit/decoder_encoder.py x: 117 lines of code y: 15 # changes src/sagemaker_huggingface_inference_toolkit/serving.py x: 13 lines of code y: 4 # changes src/sagemaker_huggingface_inference_toolkit/content_types.py x: 20 lines of code y: 4 # changes MANIFEST.in x: 4 lines of code y: 1 # changes pyproject.toml x: 3 lines of code y: 1 # changes setup.cfg x: 24 lines of code y: 1 # changes src/sagemaker_huggingface_inference_toolkit/__init__.py x: 1 lines of code y: 1 # changes
29.0
# changes
  min: 1.0
  average: 9.77
  25th percentile: 1.0
  median: 6.0
  75th percentile: 18.5
  max: 29.0
0 210.0
lines of code
min: 1.0 | average: 65.77 | 25th percentile: 8.5 | median: 38.0 | 75th percentile: 106.5 | max: 210.0

Number of Contributors vs. Number of Changes: 13 points

setup.py x: 6 # contributors y: 28 # changes src/sagemaker_huggingface_inference_toolkit/diffusers_utils.py x: 4 # contributors y: 6 # changes src/sagemaker_huggingface_inference_toolkit/handler_service.py x: 14 # contributors y: 29 # changes src/sagemaker_huggingface_inference_toolkit/transformers_utils.py x: 5 # contributors y: 22 # changes src/sagemaker_huggingface_inference_toolkit/mms_model_server.py x: 3 # contributors y: 8 # changes src/sagemaker_huggingface_inference_toolkit/optimum_utils.py x: 2 # contributors y: 7 # changes src/sagemaker_huggingface_inference_toolkit/decoder_encoder.py x: 3 # contributors y: 15 # changes src/sagemaker_huggingface_inference_toolkit/serving.py x: 2 # contributors y: 4 # changes MANIFEST.in x: 1 # contributors y: 1 # changes
29.0
# changes
  min: 1.0
  average: 9.77
  25th percentile: 1.0
  median: 6.0
  75th percentile: 18.5
  max: 29.0
0 14.0
# contributors
min: 1.0 | average: 3.46 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 4.5 | max: 14.0

Number of Contributors vs. File Size: 13 points

setup.py x: 6 # contributors y: 70 lines of code src/sagemaker_huggingface_inference_toolkit/diffusers_utils.py x: 4 # contributors y: 38 lines of code src/sagemaker_huggingface_inference_toolkit/handler_service.py x: 14 # contributors y: 210 lines of code src/sagemaker_huggingface_inference_toolkit/transformers_utils.py x: 5 # contributors y: 192 lines of code src/sagemaker_huggingface_inference_toolkit/mms_model_server.py x: 3 # contributors y: 96 lines of code src/sagemaker_huggingface_inference_toolkit/optimum_utils.py x: 2 # contributors y: 67 lines of code src/sagemaker_huggingface_inference_toolkit/decoder_encoder.py x: 3 # contributors y: 117 lines of code src/sagemaker_huggingface_inference_toolkit/serving.py x: 2 # contributors y: 13 lines of code src/sagemaker_huggingface_inference_toolkit/content_types.py x: 2 # contributors y: 20 lines of code MANIFEST.in x: 1 # contributors y: 4 lines of code pyproject.toml x: 1 # contributors y: 3 lines of code setup.cfg x: 1 # contributors y: 24 lines of code src/sagemaker_huggingface_inference_toolkit/__init__.py x: 1 # contributors y: 1 lines of code
210.0
lines of code
  min: 1.0
  average: 65.77
  25th percentile: 8.5
  median: 38.0
  75th percentile: 106.5
  max: 210.0
0 14.0
# contributors
min: 1.0 | average: 3.46 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 4.5 | max: 14.0