awslabs / sagemaker-explaining-credit-decisions
Duplication

Places in code with 6 or more lines that are exactly the same.

Intro
  • For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
  • Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
  • You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.
Learn more...
Duplication Overall
  • 75% duplication:
    • 6,145 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
    • 4,660 duplicated lines
  • 121 duplicates
system75% (4,660 lines)
Duplication per Extension
py81% (4,007 lines)
yaml32% (284 lines)
html100% (213 lines)
css100% (96 lines)
in96% (60 lines)
Duplication per Component (primary)
sagemaker_studio/package99% (827 lines)
sagemaker_notebook_instance/package99% (827 lines)
sagemaker/package87% (687 lines)
sagemaker_notebook_instance/containers99% (565 lines)
sagemaker_studio/containers99% (565 lines)
sagemaker/containers99% (535 lines)
cloudformation/sagemaker37% (168 lines)
sagemaker_studio100% (141 lines)
sagemaker_notebook_instance100% (141 lines)
sagemaker80% (106 lines)
cloudformation/glue19% (53 lines)
cloudformation/solution-assistant5% (31 lines)
cloudformation17% (8 lines)
sagemaker_studio/notebooks6% (6 lines)
glue0% (0 lines)

Duplication Between Components (50+ lines)

G sagemaker_notebook_instance/package sagemaker_notebook_instance/package sagemaker_studio/package sagemaker_studio/package sagemaker_notebook_instance/package--sagemaker_studio/package 1654 sagemaker/package sagemaker/package sagemaker/package--sagemaker_notebook_instance/package 1374 sagemaker/package--sagemaker_studio/package 1374 sagemaker_notebook_instance/containers sagemaker_notebook_instance/containers sagemaker_studio/containers sagemaker_studio/containers sagemaker_notebook_instance/containers--sagemaker_studio/containers 1130 sagemaker/containers sagemaker/containers sagemaker/containers--sagemaker_notebook_instance/containers 1070 sagemaker/containers--sagemaker_studio/containers 1070 sagemaker_notebook_instance sagemaker_notebook_instance sagemaker_studio sagemaker_studio sagemaker_notebook_instance--sagemaker_studio 282 sagemaker sagemaker sagemaker--sagemaker_notebook_instance 212 sagemaker--sagemaker_studio 212 cloudformation/glue cloudformation/glue cloudformation/sagemaker cloudformation/sagemaker cloudformation/glue--cloudformation/sagemaker 87

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Show more details on duplication between components...
Longest Duplicates
The list of 20 longest duplicates.
See data for all 121 duplicates...
Size#FoldersFilesLinesCode
293 x 2 sagemaker/package/package
sagemaker_studio/package/package
visuals.py
visuals.py
 8:333 (100%)
8:333 (100%)
 view
293 x 2 sagemaker/package/package
sagemaker_notebook_instance/package/package
visuals.py
visuals.py
 8:333 (100%)
8:333 (100%)
 view
293 x 2 sagemaker_notebook_instance/package/package
sagemaker_studio/package/package
visuals.py
visuals.py
 8:333 (100%)
8:333 (100%)
 view
196 x 2 sagemaker/containers/model/src
sagemaker_studio/containers/model/src
training.py
training.py
 21:262 (100%)
21:262 (100%)
 view
196 x 2 sagemaker/containers/model/src
sagemaker_notebook_instance/containers/model/src
training.py
training.py
 21:262 (100%)
21:262 (100%)
 view
196 x 2 sagemaker_notebook_instance/containers/model/src
sagemaker_studio/containers/model/src
training.py
training.py
 21:262 (100%)
21:262 (100%)
 view
141 x 2 sagemaker_notebook_instance
sagemaker_studio
env_setup.py
env_setup.py
 13:208 (100%)
13:208 (100%)
 view
95 x 2 sagemaker/containers/model/src
sagemaker_studio/containers/model/src
explaining.py
explaining.py
 15:132 (100%)
15:132 (100%)
 view
95 x 2 sagemaker/containers/model/src
sagemaker_notebook_instance/containers/model/src
explaining.py
explaining.py
 15:132 (100%)
15:132 (100%)
 view
95 x 2 sagemaker_notebook_instance/containers/model/src
sagemaker_studio/containers/model/src
explaining.py
explaining.py
 15:132 (100%)
15:132 (100%)
 view
93 x 2 sagemaker_notebook_insta...ckage/package/sagemaker
sagemaker_studio/package/package/sagemaker
logs.py
logs.py
 13:187 (100%)
13:187 (100%)
 view
91 x 2 sagemaker/package/package/data
sagemaker_notebook_instance/package/package/data
schemas.py
schemas.py
 8:116 (100%)
8:116 (100%)
 view
91 x 2 sagemaker_notebook_instance/package/package/data
sagemaker_studio/package/package/data
schemas.py
schemas.py
 8:116 (100%)
8:116 (100%)
 view
91 x 2 sagemaker/package/package/data
sagemaker_studio/package/package/data
schemas.py
schemas.py
 8:116 (100%)
8:116 (100%)
 view
84 x 2 sagemaker/containers/dashboard/src/pages
sagemaker_notebook_insta...ers/dashboard/src/pages
global_page.py
global_page.py
 7:111 (100%)
7:111 (100%)
 view
84 x 2 sagemaker_notebook_insta...ers/dashboard/src/pages
sagemaker_studio/containers/dashboard/src/pages
global_page.py
global_page.py
 7:111 (100%)
7:111 (100%)
 view
84 x 2 sagemaker/containers/dashboard/src/pages
sagemaker_studio/containers/dashboard/src/pages
global_page.py
global_page.py
 7:111 (100%)
7:111 (100%)
 view
71 x 2 sagemaker/package/package/reports/template
sagemaker_studio/package/package/reports/template
template.html
template.html
 1:109 (100%)
1:109 (100%)
 view
71 x 2 sagemaker/package/package/reports/template
sagemaker_notebook_insta...ackage/reports/template
template.html
template.html
 1:109 (100%)
1:109 (100%)
 view
71 x 2 sagemaker_notebook_insta...ackage/reports/template
sagemaker_studio/package/package/reports/template
template.html
template.html
 1:109 (100%)
1:109 (100%)
 view
Duplicated Units
The list of top 20 duplicated units.
See data for all 58 unit duplicates...
Size#FoldersFilesLinesCode
63 x 3 sagemaker_notebook_instance/containers/model/src
sagemaker_studio/containers/model/src
sagemaker/containers/model/src
training.py
training.py
training.py
 0:0 
0:0 
0:0 
 view
57 x 3 sagemaker_notebook_insta...ers/dashboard/src/pages
sagemaker_studio/containers/dashboard/src/pages
sagemaker/containers/dashboard/src/pages
local_page.py
local_page.py
local_page.py
 0:0 
0:0 
0:0 
 view
45 x 3 sagemaker_notebook_instance/containers/model/src
sagemaker_studio/containers/model/src
sagemaker/containers/model/src
explaining.py
explaining.py
explaining.py
 0:0 
0:0 
0:0 
 view
38 x 3 sagemaker_notebook_insta...package/package/reports
sagemaker_studio/package/package/reports
sagemaker/package/package/reports
reports.py
reports.py
reports.py
 0:0 
0:0 
0:0 
 view
36 x 3 sagemaker_notebook_instance/package/package
sagemaker_studio/package/package
sagemaker/package/package
visuals.py
visuals.py
visuals.py
 0:0 
0:0 
0:0 
 view
51 x 2 sagemaker_notebook_insta...ckage/package/sagemaker
sagemaker_studio/package/package/sagemaker
logs.py
logs.py
 0:0 
0:0 
 view
32 x 3 sagemaker_notebook_instance/containers/model/src
sagemaker_studio/containers/model/src
sagemaker/containers/model/src
training.py
training.py
training.py
 0:0 
0:0 
0:0 
 view
25 x 3 sagemaker_notebook_instance/package/package
sagemaker_studio/package/package
sagemaker/package/package
visuals.py
visuals.py
visuals.py
 0:0 
0:0 
0:0 
 view
25 x 3 sagemaker_notebook_instance/package/package
sagemaker_studio/package/package
sagemaker/package/package
visuals.py
visuals.py
visuals.py
 0:0 
0:0 
0:0 
 view
48 x 3 sagemaker_notebook_insta...ontainers/dashboard/src
sagemaker_studio/containers/dashboard/src
sagemaker/containers/dashboard/src
session_state.py
session_state.py
session_state.py
 0:0 
0:0 
0:0 
 view
21 x 3 sagemaker_notebook_insta...ers/dashboard/src/pages
sagemaker_studio/containers/dashboard/src/pages
sagemaker/containers/dashboard/src/pages
global_page.py
global_page.py
global_page.py
 0:0 
0:0 
0:0 
 view
20 x 3 sagemaker_notebook_instance
sagemaker_studio
sagemaker
env_setup.py
env_setup.py
env_setup.py
 0:0 
0:0 
0:0 
 view
20 x 3 sagemaker_notebook_instance
sagemaker_studio
sagemaker
env_setup.py
env_setup.py
env_setup.py
 0:0 
0:0 
0:0 
 view
19 x 3 sagemaker_notebook_insta...ontainers/dashboard/src
sagemaker_studio/containers/dashboard/src
sagemaker/containers/dashboard/src
shared.py
shared.py
shared.py
 0:0 
0:0 
0:0 
 view
19 x 2 sagemaker_notebook_instance/package/package/data
sagemaker_studio/package/package/data
glue.py
glue.py
 0:0 
0:0 
 view
18 x 3 sagemaker_notebook_instance/package/package
sagemaker_studio/package/package
sagemaker/package/package
visuals.py
visuals.py
visuals.py
 0:0 
0:0 
0:0 
 view
20 x 3 sagemaker_notebook_instance/package/package
sagemaker_studio/package/package
sagemaker/package/package
visuals.py
visuals.py
visuals.py
 0:0 
0:0 
0:0 
 view
18 x 3 sagemaker_notebook_instance/package/package/data
sagemaker_studio/package/package/data
sagemaker/package/package/data
glue.py
glue.py
glue.py
 0:0 
0:0 
0:0 
 view
17 x 3 sagemaker_notebook_instance/package/package/data
sagemaker_studio/package/package/data
sagemaker/package/package/data
datasets.py
datasets.py
datasets.py
 0:0 
0:0 
0:0 
 view
20 x 3 sagemaker_notebook_instance/containers/model/src
sagemaker_studio/containers/model/src
sagemaker/containers/model/src
explaining.py
explaining.py
explaining.py
 0:0 
0:0 
0:0 
 view