aws / amazon-sagemaker-clarify
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 16 files with 1,521 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 1 file changed 21-50 times (47 lines of code)
    • 4 files changed 6-20 times (1,000 lines of code)
    • 11 files changed 1-5 times (474 lines of code)
0% | 0% | 3% | 65% | 31%
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 16 files with 1,521 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 0 files changed by 11-25 contributors (0 lines of code)
    • 3 files changed by 6-10 contributors (745 lines of code)
    • 11 files changed by 2-5 contributors (773 lines of code)
    • 2 files changed by 1 contributor (3 lines of code)
0% | 0% | 48% | 50% | <1%
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, md, txt, ipynb, yaml, bat, cfg, gitignore, json
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 3% | 66% | 29%
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
ROOT0% | 0% | 62% | 0% | 37%
src0% | 0% | 0% | 70% | 29%
scripts0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 16)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
setup.py
in root
 47 - 2020-05-04 2023-12-07 22 7 47152339+pinaraws@users.nor... 86372475+oyangz@users.norep...
report.py
in src/smclarify/bias
 439 29 2020-11-11 2023-12-07 12 8 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
common.py
in src/smclarify/bias/metrics
 259 14 2020-11-11 2023-12-07 11 8 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
pretraining.py
in src/smclarify/bias/metrics
 78 9 2020-11-11 2023-12-07 6 5 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
posttraining.py
in src/smclarify/bias/metrics
 224 16 2020-11-11 2023-12-07 6 5 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
__init__.py
in src/smclarify
 1 - 2020-11-11 2023-04-03 5 3 satishgollaprolu@gmail.com xgchen@amazon.com
__init__.py
in src/smclarify/bias/metrics
 19 2 2020-11-11 2022-07-27 4 3 satishgollaprolu@gmail.com pedro.larroy.lists@gmail.com
run_examples.py
in scripts
 26 5 2020-08-05 2023-12-07 4 4 pedro.larroy.lists@gmail.com 86372475+oyangz@users.norep...
cfg
setup.cfg
in root
 28 - 2020-07-21 2022-08-03 4 2 pedro.larroy.lists@gmail.com pedro.larroy.lists@gmail.com
__init__.py
in src/smclarify/util
 42 4 2020-11-11 2022-07-23 3 3 satishgollaprolu@gmail.com pedro.larroy.lists@gmail.com
constants.py
in src/smclarify/bias/metrics
 5 - 2020-11-11 2023-12-07 2 2 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
registry.py
in src/smclarify/bias/metrics
 21 4 2020-11-11 2023-12-07 2 2 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
basic_stats.py
in src/smclarify/bias/metrics
 99 14 2021-04-19 2023-03-03 2 2 milaha@amazon.com 68569612+xiaoyi-cheng@users...
dataset.py
in src/smclarify/util
 230 22 2020-11-11 2023-12-07 2 2 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
1 - 2020-06-26 2020-06-26 1 1 kriprana@3c22fb0fbaa1.ant.a... kriprana@3c22fb0fbaa1.ant.a...
__init__.py
in src/smclarify/bias
 2 - 2020-11-11 2020-11-11 1 1 satishgollaprolu@gmail.com satishgollaprolu@gmail.com
Files With Most Contributors (Top 16)
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
report.py
in src/smclarify/bias
 439 29 2020-11-11 2023-12-07 12 8 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
common.py
in src/smclarify/bias/metrics
 259 14 2020-11-11 2023-12-07 11 8 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
setup.py
in root
 47 - 2020-05-04 2023-12-07 22 7 47152339+pinaraws@users.nor... 86372475+oyangz@users.norep...
pretraining.py
in src/smclarify/bias/metrics
 78 9 2020-11-11 2023-12-07 6 5 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
posttraining.py
in src/smclarify/bias/metrics
 224 16 2020-11-11 2023-12-07 6 5 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
run_examples.py
in scripts
 26 5 2020-08-05 2023-12-07 4 4 pedro.larroy.lists@gmail.com 86372475+oyangz@users.norep...
__init__.py
in src/smclarify
 1 - 2020-11-11 2023-04-03 5 3 satishgollaprolu@gmail.com xgchen@amazon.com
__init__.py
in src/smclarify/bias/metrics
 19 2 2020-11-11 2022-07-27 4 3 satishgollaprolu@gmail.com pedro.larroy.lists@gmail.com
__init__.py
in src/smclarify/util
 42 4 2020-11-11 2022-07-23 3 3 satishgollaprolu@gmail.com pedro.larroy.lists@gmail.com
cfg
setup.cfg
in root
 28 - 2020-07-21 2022-08-03 4 2 pedro.larroy.lists@gmail.com pedro.larroy.lists@gmail.com
basic_stats.py
in src/smclarify/bias/metrics
 99 14 2021-04-19 2023-03-03 2 2 milaha@amazon.com 68569612+xiaoyi-cheng@users...
registry.py
in src/smclarify/bias/metrics
 21 4 2020-11-11 2023-12-07 2 2 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
constants.py
in src/smclarify/bias/metrics
 5 - 2020-11-11 2023-12-07 2 2 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
dataset.py
in src/smclarify/util
 230 22 2020-11-11 2023-12-07 2 2 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
1 - 2020-06-26 2020-06-26 1 1 kriprana@3c22fb0fbaa1.ant.a... kriprana@3c22fb0fbaa1.ant.a...
__init__.py
in src/smclarify/bias
 2 - 2020-11-11 2020-11-11 1 1 satishgollaprolu@gmail.com satishgollaprolu@gmail.com
Files With Least Contributors (Top 16)
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
__init__.py
in src/smclarify/bias
 2 - 2020-11-11 2020-11-11 1 1 satishgollaprolu@gmail.com satishgollaprolu@gmail.com
1 - 2020-06-26 2020-06-26 1 1 kriprana@3c22fb0fbaa1.ant.a... kriprana@3c22fb0fbaa1.ant.a...
dataset.py
in src/smclarify/util
 230 22 2020-11-11 2023-12-07 2 2 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
basic_stats.py
in src/smclarify/bias/metrics
 99 14 2021-04-19 2023-03-03 2 2 milaha@amazon.com 68569612+xiaoyi-cheng@users...
cfg
setup.cfg
in root
 28 - 2020-07-21 2022-08-03 4 2 pedro.larroy.lists@gmail.com pedro.larroy.lists@gmail.com
registry.py
in src/smclarify/bias/metrics
 21 4 2020-11-11 2023-12-07 2 2 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
constants.py
in src/smclarify/bias/metrics
 5 - 2020-11-11 2023-12-07 2 2 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
__init__.py
in src/smclarify/util
 42 4 2020-11-11 2022-07-23 3 3 satishgollaprolu@gmail.com pedro.larroy.lists@gmail.com
__init__.py
in src/smclarify/bias/metrics
 19 2 2020-11-11 2022-07-27 4 3 satishgollaprolu@gmail.com pedro.larroy.lists@gmail.com
__init__.py
in src/smclarify
 1 - 2020-11-11 2023-04-03 5 3 satishgollaprolu@gmail.com xgchen@amazon.com
run_examples.py
in scripts
 26 5 2020-08-05 2023-12-07 4 4 pedro.larroy.lists@gmail.com 86372475+oyangz@users.norep...
posttraining.py
in src/smclarify/bias/metrics
 224 16 2020-11-11 2023-12-07 6 5 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
pretraining.py
in src/smclarify/bias/metrics
 78 9 2020-11-11 2023-12-07 6 5 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
setup.py
in root
 47 - 2020-05-04 2023-12-07 22 7 47152339+pinaraws@users.nor... 86372475+oyangz@users.norep...
report.py
in src/smclarify/bias
 439 29 2020-11-11 2023-12-07 12 8 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
common.py
in src/smclarify/bias/metrics
 259 14 2020-11-11 2023-12-07 11 8 satishgollaprolu@gmail.com 86372475+oyangz@users.norep...
Correlations

File Size vs. Number of Changes: 16 points

scripts/run_examples.py x: 26 lines of code y: 4 # changes setup.py x: 47 lines of code y: 22 # changes src/smclarify/bias/metrics/common.py x: 259 lines of code y: 11 # changes src/smclarify/bias/metrics/constants.py x: 5 lines of code y: 2 # changes src/smclarify/bias/metrics/posttraining.py x: 224 lines of code y: 6 # changes src/smclarify/bias/metrics/pretraining.py x: 78 lines of code y: 6 # changes src/smclarify/bias/metrics/registry.py x: 21 lines of code y: 2 # changes src/smclarify/bias/report.py x: 439 lines of code y: 12 # changes src/smclarify/util/dataset.py x: 230 lines of code y: 2 # changes src/smclarify/__init__.py x: 1 lines of code y: 5 # changes src/smclarify/bias/metrics/basic_stats.py x: 99 lines of code y: 2 # changes setup.cfg x: 28 lines of code y: 4 # changes src/smclarify/bias/metrics/__init__.py x: 19 lines of code y: 4 # changes src/smclarify/util/__init__.py x: 42 lines of code y: 3 # changes src/smclarify/bias/__init__.py x: 2 lines of code y: 1 # changes src/__init__.py x: 1 lines of code y: 1 # changes
22.0
# changes
  min: 1.0
  average: 5.44
  25th percentile: 2.0
  median: 4.0
  75th percentile: 6.0
  max: 22.0
0 439.0
lines of code
min: 1.0 | average: 95.06 | 25th percentile: 8.5 | median: 35.0 | 75th percentile: 192.75 | max: 439.0

Number of Contributors vs. Number of Changes: 16 points

scripts/run_examples.py x: 4 # contributors y: 4 # changes setup.py x: 7 # contributors y: 22 # changes src/smclarify/bias/metrics/common.py x: 8 # contributors y: 11 # changes src/smclarify/bias/metrics/constants.py x: 2 # contributors y: 2 # changes src/smclarify/bias/metrics/posttraining.py x: 5 # contributors y: 6 # changes src/smclarify/bias/report.py x: 8 # contributors y: 12 # changes src/smclarify/__init__.py x: 3 # contributors y: 5 # changes setup.cfg x: 2 # contributors y: 4 # changes src/smclarify/bias/metrics/__init__.py x: 3 # contributors y: 4 # changes src/smclarify/util/__init__.py x: 3 # contributors y: 3 # changes src/smclarify/bias/__init__.py x: 1 # contributors y: 1 # changes
22.0
# changes
  min: 1.0
  average: 5.44
  25th percentile: 2.0
  median: 4.0
  75th percentile: 6.0
  max: 22.0
0 8.0
# contributors
min: 1.0 | average: 3.63 | 25th percentile: 2.0 | median: 3.0 | 75th percentile: 5.0 | max: 8.0

Number of Contributors vs. File Size: 16 points

scripts/run_examples.py x: 4 # contributors y: 26 lines of code setup.py x: 7 # contributors y: 47 lines of code src/smclarify/bias/metrics/common.py x: 8 # contributors y: 259 lines of code src/smclarify/bias/metrics/constants.py x: 2 # contributors y: 5 lines of code src/smclarify/bias/metrics/posttraining.py x: 5 # contributors y: 224 lines of code src/smclarify/bias/metrics/pretraining.py x: 5 # contributors y: 78 lines of code src/smclarify/bias/metrics/registry.py x: 2 # contributors y: 21 lines of code src/smclarify/bias/report.py x: 8 # contributors y: 439 lines of code src/smclarify/util/dataset.py x: 2 # contributors y: 230 lines of code src/smclarify/__init__.py x: 3 # contributors y: 1 lines of code src/smclarify/bias/metrics/basic_stats.py x: 2 # contributors y: 99 lines of code setup.cfg x: 2 # contributors y: 28 lines of code src/smclarify/bias/metrics/__init__.py x: 3 # contributors y: 19 lines of code src/smclarify/util/__init__.py x: 3 # contributors y: 42 lines of code src/smclarify/bias/__init__.py x: 1 # contributors y: 2 lines of code src/__init__.py x: 1 # contributors y: 1 lines of code
439.0
lines of code
  min: 1.0
  average: 95.06
  25th percentile: 8.5
  median: 35.0
  75th percentile: 192.75
  max: 439.0
0 8.0
# contributors
min: 1.0 | average: 3.63 | 25th percentile: 2.0 | median: 3.0 | 75th percentile: 5.0 | max: 8.0