GoogleCloudPlatform / genai-for-developers

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

28% duplication:

4,881 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
1,414 duplicated lines

339 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
devai-api (42%) --> devai-cli (5%)	433	7 file pairs	details...

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Show more details on duplication between components...

Longest Duplicates

The list of 50 longest duplicates.

See data for all 339 duplicates...

Size	#	Folders	Files	Lines	Code
81	x 2	devai-api/app devai-cli/src/devai/util	file_processor.py file_processor.py	18:139 (100%) 18:139 (100%)	view
56	x 2	sample-app/k8s/overlays/development sample-app/k8s/overlays/production	balancereader.yaml balancereader.yaml	15:74 (62%) 15:74 (57%)	view
48	x 2	devai-api/app devai-cli/src/devai/commands	jira.py jira.py	37:105 (57%) 35:103 (61%)	view
33	x 2	sample-app/k8s/overlays/development sample-app/k8s/overlays/production	balancereader.yaml balancereader.yaml	75:107 (37%) 84:116 (33%)	view
23	x 2	devai-api/app devai-cli/src/devai/commands	jira.py jira.py	117:155 (27%) 110:148 (29%)	view
23	x 2	devai-api/app devai-cli/src/devai/commands	api_utils.py review.py	83:110 (63%) 60:87 (3%)	view
19	x 2	devai-cli/src/devai/commands devai-cli/src/devai/commands	document.py review.py	20:62 (5%) 22:72 (3%)	view
15	x 2	devai-cli/src/prompts/accessibility devai-cli/src/prompts/devops/ci-cd	web-accessibility.yaml pipeline.yaml	87:102 (10%) 87:102 (7%)	view
15	x 2	devai-cli/src/prompts/mobile devai-cli/src/prompts/testing	app-review.yaml test-coverage.yaml	87:102 (8%) 87:102 (8%)	view
15	x 2	devai-cli/src/prompts/ai-ml devai-cli/src/prompts/mobile	model-review.yaml app-review.yaml	87:102 (7%) 87:102 (8%)	view
15	x 2	devai-cli/src/prompts/accessibility devai-cli/src/prompts/mobile	web-accessibility.yaml app-review.yaml	87:102 (10%) 87:102 (8%)	view
15	x 2	devai-cli/src/prompts/devops/ci-cd devai-cli/src/prompts/mobile	pipeline.yaml app-review.yaml	87:102 (7%) 87:102 (8%)	view
15	x 2	devai-cli/src/prompts/accessibility devai-cli/src/prompts/architecture/patterns	web-accessibility.yaml microservices.yaml	87:102 (10%) 86:101 (9%)	view
15	x 2	devai-cli/src/prompts/ai-ml devai-cli/src/prompts/maintenance	model-review.yaml code-maintenance.yaml	87:102 (7%) 88:103 (8%)	view
15	x 2	devai-cli/src/prompts/internationalization devai-cli/src/prompts/testing	i18n.yaml test-coverage.yaml	87:102 (9%) 87:102 (8%)	view
15	x 2	devai-cli/src/prompts/devops/ci-cd devai-cli/src/prompts/internationalization	pipeline.yaml i18n.yaml	87:102 (7%) 87:102 (9%)	view
15	x 2	devai-cli/src/prompts/architecture/patterns devai-cli/src/prompts/maintenance	microservices.yaml code-maintenance.yaml	86:101 (9%) 88:103 (8%)	view
15	x 2	devai-cli/src/prompts/ai-ml devai-cli/src/prompts/devops/ci-cd	model-review.yaml pipeline.yaml	87:102 (7%) 87:102 (7%)	view
15	x 2	devai-cli/src/prompts/ai-ml devai-cli/src/prompts/testing	model-review.yaml test-coverage.yaml	87:102 (7%) 87:102 (8%)	view
15	x 2	devai-cli/src/prompts/architecture/patterns devai-cli/src/prompts/mobile	microservices.yaml app-review.yaml	86:101 (9%) 87:102 (8%)	view
15	x 2	devai-cli/src/prompts/ai-ml devai-cli/src/prompts/internationalization	model-review.yaml i18n.yaml	87:102 (7%) 87:102 (9%)	view
15	x 2	devai-cli/src/prompts/maintenance devai-cli/src/prompts/mobile	code-maintenance.yaml app-review.yaml	88:103 (8%) 87:102 (8%)	view
15	x 2	devai-cli/src/prompts/architecture/patterns devai-cli/src/prompts/devops/ci-cd	microservices.yaml pipeline.yaml	86:101 (9%) 87:102 (7%)	view
15	x 2	devai-cli/src/prompts/devops/ci-cd devai-cli/src/prompts/testing	pipeline.yaml test-coverage.yaml	87:102 (7%) 87:102 (8%)	view
15	x 2	devai-cli/src/prompts/architecture/patterns devai-cli/src/prompts/testing	microservices.yaml test-coverage.yaml	86:101 (9%) 87:102 (8%)	view
15	x 2	devai-cli/src/prompts/maintenance devai-cli/src/prompts/testing	code-maintenance.yaml test-coverage.yaml	88:103 (8%) 87:102 (8%)	view
15	x 2	devai-cli/src/prompts/accessibility devai-cli/src/prompts/maintenance	web-accessibility.yaml code-maintenance.yaml	87:102 (10%) 88:103 (8%)	view
15	x 2	devai-cli/src/prompts/architecture/patterns devai-cli/src/prompts/internationalization	microservices.yaml i18n.yaml	86:101 (9%) 87:102 (9%)	view
15	x 2	devai-cli/src/prompts/internationalization devai-cli/src/prompts/maintenance	i18n.yaml code-maintenance.yaml	87:102 (9%) 88:103 (8%)	view
15	x 2	devai-cli/src/prompts/accessibility devai-cli/src/prompts/ai-ml	web-accessibility.yaml model-review.yaml	87:102 (10%) 87:102 (7%)	view
15	x 2	devai-cli/src/prompts/ai-ml devai-cli/src/prompts/architecture/patterns	model-review.yaml microservices.yaml	87:102 (7%) 86:101 (9%)	view
15	x 2	devai-cli/src/prompts/devops/ci-cd devai-cli/src/prompts/maintenance	pipeline.yaml code-maintenance.yaml	87:102 (7%) 88:103 (8%)	view
15	x 2	devai-cli/src/prompts/accessibility devai-cli/src/prompts/testing	web-accessibility.yaml test-coverage.yaml	87:102 (10%) 87:102 (8%)	view
15	x 2	devai-cli/src/prompts/internationalization devai-cli/src/prompts/mobile	i18n.yaml app-review.yaml	87:102 (9%) 87:102 (8%)	view
15	x 2	devai-cli/src/prompts/accessibility devai-cli/src/prompts/internationalization	web-accessibility.yaml i18n.yaml	87:102 (10%) 87:102 (9%)	view
13	x 2	devai-vscode-extension/src devai-vscode-extension/src	comments.ts review.ts	58:78 (21%) 62:82 (22%)	view
13	x 2	devai-api/app devai-cli/src/devai/commands	github_utils.py github_cmd.py	111:125 (9%) 57:71 (26%)	view
12	x 2	devai-api/app devai-cli/src/devai/commands	api_utils.py document.py	83:95 (33%) 50:62 (3%)	view
12	x 2	devai-cli/src/devai/commands/rag devai-cli/src/devai/commands/rag	load.py query.py	99:110 (13%) 14:25 (27%)	view
10	x 2	devai-api/app devai-cli/src/devai/commands	github_utils.py github_cmd.py	130:141 (7%) 74:85 (20%)	view
10	x 2	devai-cli/src/devai/commands devai-cli/src/devai/commands	review.py review.py	431:447 (1%) 624:640 (1%)	view
10	x 2	devai-cli/src/devai/commands devai-cli/src/devai/commands	release.py release.py	38:48 (9%) 60:70 (9%)	view
10	x 2	devai-cli/src/devai/commands/msg devai-cli/src/devai/commands/msg	standard.py streaming.py	26:40 (29%) 26:40 (27%)	view
9	x 2	devai-cli/src/devai/commands devai-cli/src/devai/commands	document.py document.py	179:193 (2%) 477:491 (2%)	view
9	x 2	devai-cli/src/devai/commands devai-cli/src/devai/commands	document.py review.py	66:77 (2%) 76:87 (1%)	view
9	x 2	devai-cli/src/prompts/ai-ml devai-cli/src/prompts/mobile	model-review.yaml app-review.yaml	113:121 (4%) 121:129 (5%)	view
9	x 2	devai-cli/src/prompts/architecture/patterns devai-cli/src/prompts/devops/ci-cd	microservices.yaml pipeline.yaml	62:70 (5%) 63:71 (4%)	view
9	x 2	devai-api/app devai-api/app	routes.py routes.py	66:78 (17%) 82:94 (17%)	view
9	x 2	devai-cli/src/prompts/ai-ml devai-cli/src/prompts/mobile	model-review.yaml app-review.yaml	63:71 (4%) 63:71 (5%)	view
9	x 2	devai-api/app devai-cli/src/devai/commands	api_utils.py document.py	99:110 (25%) 66:77 (2%)	view

Duplicated Units

The list of top 2 duplicated units.

See data for all 2 unit duplicates...

Size	#	Folders	Files	Lines	Code
28	x 2	devai-api/app devai-cli/src/devai/util	file_processor.py file_processor.py	0:0 0:0	view
18	x 2	devai-api/app devai-cli/src/devai/commands	jira.py jira.py	0:0 0:0	view