awslabs / sagemaker-debugger
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 143 files with 15,478 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 9 files changed 21-50 times (3,309 lines of code)
    • 26 files changed 6-20 times (3,365 lines of code)
    • 108 files changed 1-5 times (8,804 lines of code)
0% | 0% | 21% | 21% | 56%
Legend:
101+
51-100
21-50
6-20
1-5

Detailed data...

File Change Frequency per File Extension
py, json, md, yml, proto, sh, pb, txt, cfg, gitignore, yaml
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 22% | 21% | 56%
yml0% | 0% | 16% | 72% | 10%
proto0% | 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
smdebug/tensorflow0% | 0% | 72% | 22% | 5%
smdebug/core0% | 0% | 20% | 24% | 55%
smdebug/pytorch0% | 0% | 80% | 15% | 3%
ROOT0% | 0% | 44% | 0% | 55%
config0% | 0% | 17% | 74% | 7%
smdebug0% | 0% | <1% | 94% | 4%
smdebug/trials0% | 0% | 0% | 84% | 15%
smdebug/xgboost0% | 0% | 0% | 46% | 53%
smdebug/mxnet0% | 0% | 0% | 64% | 35%
smdebug/profiler0% | 0% | 0% | 0% | 100%
smdebug/rules0% | 0% | 0% | 0% | 100%
smdebug/analysis0% | 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
keras.py
in smdebug/tensorflow
 1003 75 229 812 47
setup.py
in root
 68 3 189 992 44
buildspec.yml
in config
 51 - 203 921 41
hook.py
in smdebug/core
 746 64 250 812 39
base_hook.py
in smdebug/tensorflow
 397 29 250 812 36
_version.py
in smdebug
 1 - 200 812 33
utils.py
in smdebug/core
 403 41 162 812 23
hook.py
in smdebug/pytorch
 473 34 250 812 23
utils.py
in smdebug/tensorflow
 167 9 160 812 22
hook.py
in smdebug/mxnet
 188 16 250 812 19
trial.py
in smdebug/trials
 502 43 353 812 18
buildspec_zero_code_change.yml
in config
 33 - 203 760 15
config_constants.py
in smdebug/core
 46 - 263 812 15
collection.py
in smdebug/tensorflow
 118 20 586 812 14
hook.py
in smdebug/xgboost
 248 26 250 812 14
index_reader.py
in smdebug/core
 310 25 509 812 14
session.py
in smdebug/tensorflow
 283 24 259 812 12
collection.py
in smdebug/core
 208 19 553 812 11
utils.py
in smdebug/pytorch
 50 7 237 812 10
buildspec_build_wheel.yml
in config
 36 - 203 732 9