GoogleCloudPlatform / google-cloud-ai-demos

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

42% duplication:

5,435 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
2,299 duplicated lines

139 duplicates

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

Duplication per Extension

Duplication per Component (primary)

Duplication Between Components (50+ lines)

Download: SVG DOT (open online Graphviz editor)

From Component --> To Component	Duplicated Lines	File Pairs	Details
frontend-vite (79%) --> frontend (51%)	1613	21 file pairs	details...

Open 2D force graph... Open 3D force graph...

Show more details on duplication between components...

Longest Duplicates

The list of 50 longest duplicates.

See data for all 139 duplicates...

Size	#	Folders	Files	Lines	Code
113	x 2	frontend-vite/src/theme frontend/src/theme	palette.ts palette.ts	17:129 (100%) 17:129 (100%)	view
99	x 2	frontend-vite/src/theme frontend/src/theme	typography.ts typography.js	20:119 (99%) 20:119 (99%)	view
86	x 2	frontend-vite/src/common/pages frontend/src/common/pages	DemoSelection.tsx DemoSelection.tsx	18:149 (72%) 18:149 (79%)	view
71	x 2	frontend-vite/src/common/components frontend/src/common/components	NavBar.tsx NavBar.tsx	77:149 (65%) 73:145 (68%)	view
60	x 2	frontend-vite/src/common/components/inputs frontend/src/common/components/inputs	CustomSelect.tsx CustomSelect.tsx	23:86 (100%) 23:86 (100%)	view
55	x 2	frontend-vite/src/common/components/inputs frontend/src/common/components/inputs	CustomSlider.tsx CustomSlider.tsx	23:81 (100%) 23:81 (100%)	view
48	x 2	frontend-vite/src/common/components frontend/src/common/components	TabbedFlow.tsx TabbedFlow.tsx	25:82 (100%) 25:82 (100%)	view
34	x 2	frontend-vite/src frontend/src	DemoInfo.tsx DemoInfo.tsx	52:89 (54%) 50:87 (47%)	view
32	x 2	frontend-vite/src/common/components frontend/src/common/components	NavBar.tsx NavBar.tsx	34:71 (29%) 34:71 (30%)	view
30	x 2	frontend-vite/src/common/components frontend/src/common/components	CustomCard.tsx CustomCard.tsx	37:68 (68%) 38:69 (66%)	view
27	x 2	frontend-vite/src/common/components frontend/src/common/components	MoreInfoCard.tsx MoreInfoCard.tsx	41:67 (62%) 36:62 (71%)	view
22	x 2	frontend-vite/src/common/components frontend/src/common/components	BuiltOnVertexAIWrapper.tsx BuiltOnVertexAIWrapper.tsx	25:51 (100%) 25:51 (100%)	view
20	x 2	backend/time-series-forecasting/training_methods backend/time-series-forecasting/training_methods	automl_training_method.py bqml_training_method.py	64:113 (7%) 52:100 (17%)	view
20	x 2	backend/matching-engine/services backend/matching-engine/services	sentence_transformer_service.py text_to_image_match_service.py	37:65 (23%) 35:63 (23%)	view
18	x 2	frontend-vite/src/common/pages frontend/src/common/pages	DemoSelection.tsx DemoSelection.tsx	167:185 (15%) 155:173 (16%)	view
18	x 2	frontend-vite/src/theme frontend/src/theme	theme.ts theme.ts	22:44 (100%) 22:44 (100%)	view
17	x 2	frontend-vite/src/theme frontend/src/theme	demoTheme.ts demoTheme.ts	22:43 (100%) 22:43 (100%)	view
15	x 2	backend/matching-engine/services backend/unified-cloud-search/services	spacy_match_service.py unified_cloud_search_service.py	34:56 (20%) 39:61 (15%)	view
14	x 2	backend/matching-engine/services backend/unified-cloud-search/services	match_service.py search_service.py	36:53 (8%) 30:47 (29%)	view
13	x 2	frontend-vite/src frontend/src	App.tsx App.tsx	61:74 (38%) 60:74 (31%)	view
13	x 2	backend/matching-engine/services backend/matching-engine/services	palm_text_match_service.py sentence_transformer_service.py	41:60 (14%) 37:56 (15%)	view
13	x 2	backend/matching-engine/services backend/matching-engine/services	palm_text_match_service.py text_to_image_match_service.py	41:60 (14%) 35:54 (15%)	view
13	x 2	backend/matching-engine/services backend/unified-cloud-search/services	match_service.py search_service.py	57:77 (7%) 51:71 (27%)	view
12	x 2	frontend-vite/src/theme frontend/src/theme	theme.ts demoTheme.ts	32:44 (66%) 31:43 (70%)	view
12	x 2	frontend-vite/src/theme frontend-vite/src/theme	demoTheme.ts theme.ts	31:43 (70%) 32:44 (66%)	view
12	x 2	backend/matching-engine backend/matching-engine	register_services.py register_services.py	69:80 (14%) 98:109 (14%)	view
12	x 2	frontend/src/theme frontend/src/theme	demoTheme.ts theme.ts	31:43 (70%) 32:44 (66%)	view
12	x 2	frontend-vite/src/theme frontend/src/theme	demoTheme.ts theme.ts	31:43 (70%) 32:44 (66%)	view
11	x 2	backend/matching-engine/services backend/matching-engine/services	spacy_match_service.py text_to_image_match_service.py	34:49 (15%) 35:50 (13%)	view
11	x 2	backend/matching-engine/services backend/matching-engine/services	palm_text_match_service.py sentence_transformer_service.py	76:87 (12%) 68:79 (12%)	view
11	x 2	backend/matching-engine/services backend/unified-cloud-search/services	sentence_transformer_service.py unified_cloud_search_service.py	37:52 (12%) 39:54 (11%)	view
11	x 2	backend/matching-engine/services backend/matching-engine/services	multimodal_text_to_image_match_servic... sentence_transformer_service.py	58:73 (5%) 37:52 (12%)	view
11	x 2	backend/matching-engine/services backend/unified-cloud-search/services	palm_text_match_service.py unified_cloud_search_service.py	41:56 (12%) 39:54 (11%)	view
11	x 2	backend/matching-engine/services backend/matching-engine/services	sentence_transformer_service.py spacy_match_service.py	37:52 (12%) 34:49 (15%)	view
11	x 2	backend/matching-engine/services backend/unified-cloud-search/services	multimodal_text_to_image_match_servic... unified_cloud_search_service.py	58:73 (5%) 39:54 (11%)	view
11	x 2	backend/matching-engine/services backend/matching-engine/services	multimodal_text_to_image_match_servic... text_to_image_match_service.py	58:73 (5%) 35:50 (13%)	view
11	x 2	backend/matching-engine/services backend/matching-engine/services	multimodal_text_to_image_match_servic... palm_text_match_service.py	58:73 (5%) 41:56 (12%)	view
11	x 2	backend/matching-engine/services backend/matching-engine/services	multimodal_text_to_image_match_servic... spacy_match_service.py	58:73 (5%) 34:49 (15%)	view
11	x 2	backend/matching-engine/services backend/matching-engine/services	palm_text_match_service.py spacy_match_service.py	41:56 (12%) 34:49 (15%)	view
11	x 2	backend/matching-engine/services backend/unified-cloud-search/services	text_to_image_match_service.py unified_cloud_search_service.py	35:50 (13%) 39:54 (11%)	view
11	x 2	backend/matching-engine/services backend/matching-engine/services	palm_text_match_service.py spacy_match_service.py	65:77 (12%) 53:65 (15%)	view
10	x 2	backend/matching-engine/services backend/matching-engine/services	multimodal_text_to_image_match_servic... multimodal_text_to_image_match_servic...	87:96 (4%) 205:214 (4%)	view
10	x 2	backend/matching-engine backend/unified-cloud-search	main.py main.py	38:48 (6%) 36:46 (14%)	view
10	x 2	frontend-vite/src frontend/src	DemoInfo.tsx DemoInfo.tsx	100:110 (16%) 98:108 (14%)	view
10	x 2	frontend-vite/src/common/components frontend/src/common/components	MoreInfoCard.tsx MoreInfoCard.tsx	20:34 (23%) 20:34 (26%)	view
10	x 2	backend/matching-engine/services backend/matching-engine/services	palm_text_match_service.py sentence_transformer_service.py	63:75 (11%) 54:66 (11%)	view
10	x 2	backend/matching-engine/services backend/unified-cloud-search/services	match_service.py search_service.py	109:124 (6%) 76:91 (21%)	view
9	x 2	backend/matching-engine/services backend/matching-engine/services	palm_text_match_service.py text_to_image_match_service.py	63:74 (10%) 52:63 (10%)	view
9	x 2	backend/matching-engine/services backend/matching-engine/services	sentence_transformer_service.py spacy_match_service.py	56:66 (10%) 53:63 (12%)	view
9	x 2	backend/matching-engine backend/time-series-forecasting	main.py main.py	40:48 (5%) 60:68 (3%)	view

Duplicated Units

The list of top 1 duplicated units.

See data for all 1 unit duplicate

Size	#	Folders	Files	Lines	Code
7	x 2	frontend-vite/src frontend/src	DemoInfo.tsx DemoInfo.tsx	65:76 63:74	view