aws / amazon-sagemaker-examples-community
Duplication

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

Intro
Learn more...
Duplication Overall
system63% (34,896 lines)
dependency graphs: 2D graph | 3D graph | 3D graph (with duplicates)...
Duplication per Extension
ipynb65% (33,873 lines)
py37% (985 lines)
ts6% (24 lines)
yaml2% (14 lines)
Duplication per Component (primary)
training69% (23,989 lines)
miscellaneous67% (4,245 lines)
bring-your-own-container57% (1,675 lines)
reinforcement-learning71% (1,439 lines)
data-labelling45% (949 lines)
feature-store66% (882 lines)
deploy-models38% (819 lines)
data-preparation52% (775 lines)
torchserve5% (50 lines)
jamba1.5-retriever9% (49 lines)
autopilot3% (24 lines)

Duplication Between Components (50+ lines)

G miscellaneous miscellaneous training training miscellaneous--training 12715 reinforcement-learning reinforcement-learning miscellaneous--reinforcement-learning 2940 torchserve torchserve miscellaneous--torchserve 66 bring-your-own-container bring-your-own-container bring-your-own-container--miscellaneous 3097 bring-your-own-container--training 12713 bring-your-own-container--reinforcement-learning 2195 data-preparation data-preparation bring-your-own-container--data-preparation 1895 data-labelling data-labelling bring-your-own-container--data-labelling 1930 deploy-models deploy-models bring-your-own-container--deploy-models 1931 feature-store feature-store bring-your-own-container--feature-store 1852 bring-your-own-container--torchserve 90 jamba1.5-retriever jamba1.5-retriever bring-your-own-container--jamba1.5-retriever 78 reinforcement-learning--training 12451 data-preparation--miscellaneous 2673 data-preparation--training 12178 data-preparation--reinforcement-learning 1725 data-preparation--deploy-models 1341 data-preparation--feature-store 1465 data-preparation--torchserve 69 data-preparation--jamba1.5-retriever 68 data-labelling--miscellaneous 2719 data-labelling--training 12147 data-labelling--reinforcement-learning 1749 data-labelling--data-preparation 1461 data-labelling--deploy-models 1431 data-labelling--feature-store 1444 data-labelling--torchserve 91 data-labelling--jamba1.5-retriever 59 deploy-models--miscellaneous 2623 deploy-models--training 12083 deploy-models--reinforcement-learning 1642 deploy-models--feature-store 1347 deploy-models--torchserve 55 deploy-models--jamba1.5-retriever 111 feature-store--miscellaneous 2736 feature-store--training 11378 feature-store--reinforcement-learning 1652 feature-store--torchserve 51 feature-store--jamba1.5-retriever 69 torchserve--training 882 jamba1.5-retriever--miscellaneous 78 jamba1.5-retriever--training 716 jamba1.5-retriever--reinforcement-learning 56

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Show more details on duplication between components...
Longest Duplicates
The list of 50 longest duplicates.
See data for all 1,022,350 duplicates...
Size#FoldersFilesLinesCode
564 x 2 training/built-in-algorithms
training/sagemaker-debugger
 1:564 (100%)
1:564 (100%)
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393 x 2 training/built-in-algorithms
training/built-in-frameworks
 1:393 (100%)
1:393 (100%)
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344 x 2 training/built-in-algorithms
training/built-in-algorithms
 691:1034 (27%)
707:1050 (27%)
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298 x 2 training/built-in-algorithms
training/built-in-algorithms
 801:1098 (18%)
694:991 (23%)
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285 x 2 training/built-in-algorithms
training/built-in-algorithms
 691:975 (22%)
814:1098 (17%)
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281 x 2 training/built-in-algorithms
training/built-in-algorithms
 503:783 (32%)
529:809 (32%)
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272 x 2 training/built-in-algorithms
training/built-in-algorithms
 535:806 (30%)
1290:1561 (16%)
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269 x 2 training/built-in-algorithms
training/built-in-algorithms
 789:1057 (23%)
529:797 (30%)
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269 x 2 training/built-in-algorithms
training/built-in-algorithms
 789:1057 (23%)
503:771 (31%)
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268 x 2 training/built-in-algorithms
training/built-in-algorithms
 792:1059 (23%)
539:806 (30%)
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268 x 2 training/built-in-algorithms
training/built-in-algorithms
 792:1059 (23%)
1294:1561 (16%)
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266 x 2 training/built-in-algorithms
training/built-in-algorithms
 506:771 (31%)
539:804 (30%)
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266 x 2 training/built-in-algorithms
training/built-in-algorithms
 506:771 (31%)
1294:1559 (16%)
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266 x 2 training/built-in-algorithms
training/built-in-algorithms
 532:797 (30%)
1294:1559 (16%)
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266 x 2 training/built-in-algorithms
training/built-in-algorithms
 532:797 (30%)
539:804 (30%)
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260 x 2 training/built-in-algorithms
training/built-in-algorithms
 690:949 (20%)
538:797 (29%)
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260 x 2 training/built-in-algorithms
training/built-in-algorithms
 690:949 (20%)
1293:1552 (15%)
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259 x 2 training/built-in-algorithms
training/built-in-algorithms
 532:790 (29%)
814:1072 (15%)
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259 x 2 training/built-in-algorithms
training/built-in-algorithms
 814:1072 (15%)
1294:1552 (15%)
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259 x 2 training/built-in-algorithms
training/built-in-algorithms
 506:764 (30%)
691:949 (20%)
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259 x 2 training/built-in-algorithms
training/built-in-algorithms
 792:1050 (22%)
691:949 (20%)
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259 x 2 training/built-in-algorithms
training/built-in-algorithms
 539:797 (29%)
814:1072 (15%)
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259 x 2 training/built-in-algorithms
training/built-in-algorithms
 792:1050 (22%)
814:1072 (15%)
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259 x 2 training/built-in-algorithms
training/built-in-algorithms
 506:764 (30%)
814:1072 (15%)
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259 x 2 training/built-in-algorithms
training/built-in-algorithms
 532:790 (29%)
707:965 (20%)
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259 x 2 training/built-in-algorithms
training/built-in-algorithms
 792:1050 (22%)
707:965 (20%)
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259 x 2 training/built-in-algorithms
training/built-in-algorithms
 506:764 (30%)
707:965 (20%)
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259 x 2 training/built-in-algorithms
training/built-in-algorithms
 691:949 (20%)
532:790 (29%)
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259 x 2 training/built-in-algorithms
training/built-in-algorithms
 539:797 (29%)
707:965 (20%)
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259 x 2 training/built-in-algorithms
training/built-in-algorithms
 1294:1552 (15%)
707:965 (20%)
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258 x 2 training/built-in-algorithms
training/built-in-algorithms
 691:948 (20%)
404:661 (31%)
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258 x 2 training/built-in-algorithms
training/built-in-algorithms
 532:789 (29%)
404:661 (31%)
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258 x 2 training/built-in-algorithms
training/built-in-algorithms
 404:661 (31%)
707:964 (20%)
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258 x 2 training/built-in-algorithms
training/built-in-algorithms
 506:763 (30%)
404:661 (31%)
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258 x 2 training/built-in-algorithms
training/built-in-algorithms
 814:1071 (15%)
404:661 (31%)
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258 x 2 training/built-in-algorithms
training/built-in-algorithms
 792:1049 (22%)
404:661 (31%)
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258 x 2 training/built-in-algorithms
training/built-in-algorithms
 1294:1551 (15%)
404:661 (31%)
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258 x 2 training/built-in-algorithms
training/built-in-algorithms
 539:796 (29%)
404:661 (31%)
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225 x 2 miscellaneous/distributed_tensorflow_mask_rcnn
miscellaneous/distributed_tensorflow_mask_rcnn
 438:662 (16%)
331:555 (31%)
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183 x 2 miscellaneous/distributed_tensorflow_mask_rcnn
miscellaneous/distributed_tensorflow_mask_rcnn
 42:224 (18%)
41:223 (25%)
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166 x 2 training/built-in-algorithms
training/built-in-algorithms
 358:523 (13%)
366:531 (13%)
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165 x 2 miscellaneous/distributed_tensorflow_mask_rcnn
miscellaneous/distributed_tensorflow_mask_rcnn
 426:590 (16%)
389:553 (22%)
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165 x 2 miscellaneous/distributed_tensorflow_mask_rcnn
miscellaneous/distributed_tensorflow_mask_rcnn
 426:590 (16%)
496:660 (11%)
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162 x 2 training/built-in-algorithms
training/built-in-algorithms
 363:524 (14%)
368:529 (12%)
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162 x 2 training/built-in-algorithms
training/built-in-algorithms
 363:524 (14%)
360:521 (12%)
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113 x 2 training/built-in-algorithms
training/built-in-algorithms
 478:590 (6%)
355:467 (8%)
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108 x 2 miscellaneous/distributed_tensorflow_mask_rcnn
miscellaneous/distributed_tensorflow_mask_rcnn
 100:207 (10%)
176:283 (7%)
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108 x 2 miscellaneous/distributed_tensorflow_mask_rcnn
miscellaneous/distributed_tensorflow_mask_rcnn
 176:283 (7%)
99:206 (14%)
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102 x 2 training/built-in-algorithms
training/built-in-algorithms
 358:459 (8%)
489:590 (6%)
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100 x 2 miscellaneous/distribute...d-script-mode/resources
miscellaneous/distribute...r-script-mode/resources
 13:164 (46%)
13:163 (47%)
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Duplicated Units
The list of top 1 duplicated units.
See data for all 1 unit duplicate
Size#FoldersFilesLinesCode
27 x 2 miscellaneous/distribute...ainer-serving/resources
miscellaneous/distribute...ing-optimized/resources
 0:0 
0:0 
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