GoogleCloudPlatform / practical-ml-vision-book
Duplication

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

Intro
Learn more...
Duplication Overall
system47% (2,874 lines)
dependency graphs: 2D graph | 3D graph | 3D graph (with duplicates)...
Duplication per Extension
ipynb56% (2,626 lines)
py14% (168 lines)
yaml34% (80 lines)
Duplication per Component (primary)
07_training51% (977 lines)
09_deploying54% (840 lines)
05_create_dataset51% (564 lines)
10_mlops61% (384 lines)
06_preprocessing48% (84 lines)
04_detect_segment4% (25 lines)
03_image_models0% (0 lines)
11_adv_problems0% (0 lines)

Duplication Between Components (50+ lines)

G 07_training 07_training 09_deploying 09_deploying 07_training--09_deploying 1192 10_mlops 10_mlops 07_training--10_mlops 628 09_deploying--10_mlops 818 05_create_dataset 05_create_dataset 05_create_dataset--07_training 671 05_create_dataset--09_deploying 860 05_create_dataset--10_mlops 560 06_preprocessing 06_preprocessing 05_create_dataset--06_preprocessing 168 04_detect_segment 04_detect_segment 04_detect_segment--09_deploying 91

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Longest Duplicates
The list of 50 longest duplicates.
See data for all 2,086 duplicates...
Size#FoldersFilesLinesCode
50 x 2 09_deploying
09_deploying
557:606 (8%)
629:678 (7%)
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49 x 2 07_training
09_deploying
894:942 (5%)
203:251 (19%)
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49 x 2 07_training
07_training
894:942 (5%)
469:517 (9%)
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49 x 2 07_training
09_deploying
469:517 (9%)
203:251 (19%)
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41 x 2 07_training
09_deploying
56:96 (7%)
93:133 (6%)
view
39 x 2 07_training
07_training
177:215 (4%)
190:228 (7%)
view
33 x 2 05_create_dataset
05_create_dataset
54:86 (8%)
54:86 (5%)
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32 x 2 09_deploying
10_mlops
54:85 (12%)
54:85 (5%)
view
32 x 2 07_training
09_deploying
54:85 (3%)
54:85 (12%)
view
32 x 2 07_training
09_deploying
54:85 (3%)
54:85 (4%)
view
32 x 2 07_training
09_deploying
21:52 (6%)
54:85 (4%)
view
32 x 2 09_deploying
09_deploying
54:85 (4%)
54:85 (12%)
view
32 x 2 07_training
10_mlops
54:85 (3%)
54:85 (5%)
view
32 x 2 07_training
10_mlops
21:52 (6%)
54:85 (5%)
view
32 x 2 07_training
09_deploying
21:52 (6%)
54:85 (12%)
view
32 x 2 09_deploying
10_mlops
54:85 (4%)
54:85 (5%)
view
32 x 2 07_training
07_training
54:85 (3%)
21:52 (6%)
view
31 x 2 07_training
07_training
265:295 (3%)
262:292 (5%)
view
29 x 2 05_create_dataset
09_deploying
564:592 (4%)
223:251 (11%)
view
29 x 2 07_training
09_deploying
57:85 (3%)
57:85 (4%)
view
29 x 2 05_create_dataset
07_training
564:592 (4%)
914:942 (3%)
view
29 x 2 09_deploying
09_deploying
57:85 (4%)
57:85 (4%)
view
29 x 2 05_create_dataset
07_training
564:592 (4%)
489:517 (5%)
view
29 x 2 09_deploying
10_mlops
57:85 (4%)
57:85 (5%)
view
29 x 2 07_training
09_deploying
24:52 (5%)
57:85 (4%)
view
29 x 2 09_deploying
09_deploying
57:85 (4%)
57:85 (11%)
view
25 x 2 07_training
07_training
89:113 (2%)
56:80 (4%)
view
25 x 2 04_detect_segment
09_deploying
118:142 (17%)
580:604 (4%)
view
25 x 2 07_training
09_deploying
89:113 (2%)
93:117 (3%)
view
25 x 2 04_detect_segment
09_deploying
118:142 (17%)
652:676 (3%)
view
24 x 2 07_training
09_deploying
894:917 (2%)
629:652 (3%)
view
24 x 2 09_deploying
10_mlops
203:226 (9%)
487:510 (4%)
view
24 x 2 09_deploying
09_deploying
557:580 (3%)
203:226 (9%)
view
24 x 2 07_training
09_deploying
469:492 (4%)
629:652 (3%)
view
24 x 2 05_create_dataset
06_preprocessing
92:116 (19%)
234:258 (13%)
view
24 x 2 09_deploying
10_mlops
557:580 (3%)
487:510 (4%)
view
24 x 2 07_training
10_mlops
894:917 (2%)
487:510 (4%)
view
24 x 2 09_deploying
10_mlops
629:652 (3%)
487:510 (4%)
view
24 x 2 07_training
09_deploying
469:492 (4%)
557:580 (3%)
view
24 x 2 09_deploying
09_deploying
629:652 (3%)
203:226 (9%)
view
24 x 2 07_training
09_deploying
894:917 (2%)
557:580 (3%)
view
24 x 2 07_training
10_mlops
469:492 (4%)
487:510 (4%)
view
22 x 2 05_create_dataset
07_training
355:376 (5%)
921:942 (2%)
view
22 x 2 05_create_dataset
05_create_dataset
355:376 (5%)
571:592 (3%)
view
22 x 2 05_create_dataset
07_training
355:376 (5%)
496:517 (4%)
view
22 x 2 05_create_dataset
09_deploying
355:376 (5%)
230:251 (8%)
view
20 x 2 09_deploying
10_mlops
1:20 (3%)
1:20 (3%)
view
20 x 2 07_training
10_mlops
1:20 (2%)
1:20 (3%)
view
20 x 2 05_create_dataset
10_mlops
58:77 (3%)
57:76 (3%)
view
20 x 2 05_create_dataset
09_deploying
58:77 (3%)
57:76 (7%)
view