GoogleCloudPlatform / chocolate-ai

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

46% duplication:

35,564 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
16,590 duplicated lines

92,122 duplicates

dependency graphs: 2D graph | 3D graph | 3D graph (with duplicates)...

Duplication per Extension

Duplication per Component (primary)

Longest Duplicates

The list of 50 longest duplicates.

See data for all 92,122 duplicates...

Size	#	Folders	Files	Lines	Code
547	x 2	colab-enterprise colab-enterprise	Synthetic-Data-Generation-Customers.i... Synthetic-Data-Generation-Orders.ipynb	150:696 (46%) 149:695 (47%)	view
546	x 2	colab-enterprise colab-enterprise	Synthetic-Data-Generation-Customers-R... Synthetic-Data-Generation-Customers.i...	146:691 (52%) 150:695 (46%)	view
546	x 2	colab-enterprise colab-enterprise	Synthetic-Data-Generation-Customers-R... Synthetic-Data-Generation-Orders.ipynb	146:691 (52%) 149:694 (47%)	view
353	x 2	colab-enterprise colab-enterprise	Synthetic-Data-Generation-Customers.i... Synthetic-Data-Generation-Menu.ipynb	411:763 (30%) 414:766 (30%)	view
286	x 2	colab-enterprise colab-enterprise	Synthetic-Data-Generation-Menu.ipynb Synthetic-Data-Generation-Orders.ipynb	414:699 (24%) 410:695 (24%)	view
285	x 2	colab-enterprise colab-enterprise	Synthetic-Data-Generation-Customers-R... Synthetic-Data-Generation-Menu.ipynb	407:691 (27%) 414:698 (24%)	view
262	x 2	colab-enterprise colab-enterprise	Synthetic-Data-Generation-Customers-R... Synthetic-Data-Generation-Menu.ipynb	146:407 (25%) 152:413 (22%)	view
262	x 2	colab-enterprise colab-enterprise	Synthetic-Data-Generation-Customers.i... Synthetic-Data-Generation-Menu.ipynb	150:411 (22%) 152:413 (22%)	view
262	x 2	colab-enterprise colab-enterprise	Synthetic-Data-Generation-Menu.ipynb Synthetic-Data-Generation-Orders.ipynb	152:413 (22%) 149:410 (22%)	view
117	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Hyper-Personalized-Em... Campaign-Performance-Data-Insights.ipynb	225:341 (4%) 194:310 (9%)	view
117	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Hyper-Personalized-Em... Create-Campaign-Naming.ipynb	225:341 (4%) 179:295 (11%)	view
117	x 2	colab-enterprise colab-enterprise	Campaign-Performance-Data-Insights.ipynb Create-Campaign-Naming.ipynb	194:310 (9%) 179:295 (11%)	view
115	x 2	colab-enterprise colab-enterprise	Synthetic-Data-Generation-Customers-R... Synthetic-Data-Generation-Orders.ipynb	30:144 (11%) 33:147 (9%)	view
115	x 2	colab-enterprise colab-enterprise	Synthetic-Data-Generation-Menu.ipynb Synthetic-Data-Generation-Orders.ipynb	36:150 (10%) 33:147 (9%)	view
115	x 2	colab-enterprise colab-enterprise	Synthetic-Data-Generation-Customers-R... Synthetic-Data-Generation-Menu.ipynb	30:144 (11%) 36:150 (10%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Naming.ipynb Synthetic-Data-Generation-Customers-R...	307:412 (10%) 281:386 (10%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Naming.ipynb Create-Campaign-Recommendations.ipynb	307:412 (10%) 346:451 (5%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Customer-Segmentation... Synthetic-Data-Generation-Customers-R...	245:350 (6%) 281:386 (10%)	view
106	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Video-Create-Shorts.i... Synthetic-Data-Generation-Orders.ipynb	328:433 (8%) 284:389 (9%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Naming.ipynb Synthetic-Data-Generation-Orders.ipynb	307:412 (10%) 284:389 (9%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Recommendations.ipynb Synthetic-Data-Generation-Customers-R...	346:451 (5%) 281:386 (10%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Customer-Segmentation... Create-Campaign-Recommendations.ipynb	245:350 (6%) 346:451 (5%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Customer-Segmentation... Synthetic-Data-Generation-Orders.ipynb	245:350 (6%) 284:389 (9%)	view
106	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Video-Create-Shorts.i... Create-Campaign-Naming.ipynb	328:433 (8%) 307:412 (10%)	view
106	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Video-Create-Shorts.i... Synthetic-Data-Generation-Customers-R...	328:433 (8%) 281:386 (10%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Customer-Segmentation... Create-Campaign-Naming.ipynb	245:350 (6%) 307:412 (10%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Customer-Segmentation... Synthetic-Data-Generation-Menu.ipynb	245:350 (6%) 287:392 (9%)	view
106	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Video-Create-Shorts.i... Synthetic-Data-Generation-Customers.i...	328:433 (8%) 285:390 (9%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Recommendations.ipynb Synthetic-Data-Generation-Customers.i...	346:451 (5%) 285:390 (9%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Recommendations.ipynb Synthetic-Data-Generation-Menu.ipynb	346:451 (5%) 287:392 (9%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Recommendations.ipynb Synthetic-Data-Generation-Orders.ipynb	346:451 (5%) 284:389 (9%)	view
106	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Video-Create-Shorts.i... Create-Campaign-Recommendations.ipynb	328:433 (8%) 346:451 (5%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Customer-Segmentation... Synthetic-Data-Generation-Customers.i...	245:350 (6%) 285:390 (9%)	view
106	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Video-Create-Shorts.i... Synthetic-Data-Generation-Menu.ipynb	328:433 (8%) 287:392 (9%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Naming.ipynb Synthetic-Data-Generation-Menu.ipynb	307:412 (10%) 287:392 (9%)	view
106	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Video-Create-Shorts.i... Create-Campaign-Customer-Segmentation...	328:433 (8%) 245:350 (6%)	view
106	x 2	colab-enterprise colab-enterprise	Create-Campaign-Naming.ipynb Synthetic-Data-Generation-Customers.i...	307:412 (10%) 285:390 (9%)	view
104	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Video-Create-Shorts.i... Synthetic-Data-Generation-Customers.i...	445:548 (7%) 402:505 (8%)	view
104	x 2	colab-enterprise colab-enterprise	Create-Campaign-Naming.ipynb Synthetic-Data-Generation-Customers-R...	424:527 (10%) 398:501 (10%)	view
104	x 2	colab-enterprise colab-enterprise	Create-Campaign-Naming.ipynb Synthetic-Data-Generation-Orders.ipynb	424:527 (10%) 401:504 (9%)	view
104	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Video-Create-Shorts.i... Synthetic-Data-Generation-Orders.ipynb	445:548 (7%) 401:504 (9%)	view
104	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Video-Create-Shorts.i... Create-Campaign-Naming.ipynb	445:548 (7%) 424:527 (10%)	view
104	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Video-Create-Shorts.i... Synthetic-Data-Generation-Customers-R...	445:548 (7%) 398:501 (10%)	view
104	x 2	colab-enterprise colab-enterprise	Create-Campaign-Naming.ipynb Synthetic-Data-Generation-Customers.i...	424:527 (10%) 402:505 (8%)	view
102	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Hyper-Personalized-Em... Campaign-Assets-Video-Create-Shorts.i...	240:341 (3%) 215:316 (7%)	view
102	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Video-Create-Shorts.i... Create-Campaign-Naming.ipynb	215:316 (7%) 194:295 (10%)	view
102	x 2	colab-enterprise colab-enterprise	Create-Campaign-Multimodal-Segment-Re... Synthetic-Data-Generation-Customers-M...	259:360 (6%) 152:253 (6%)	view
102	x 2	colab-enterprise colab-enterprise	Campaign-Assets-Video-Create-Shorts.i... Campaign-Performance-Data-Insights.ipynb	215:316 (7%) 209:310 (8%)	view
101	x 2	colab-enterprise colab-enterprise	Oracle-Data-Generation.ipynb Synthetic-Data-Generation-Customers-M...	285:385 (4%) 153:253 (5%)	view
101	x 2	colab-enterprise colab-enterprise	Create-Campaign-Multimodal-Segment-Re... Oracle-Data-Generation.ipynb	260:360 (6%) 285:385 (4%)	view