azure / RAI-vNext-Preview

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

17% duplication:

5,020 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
901 duplicated lines

129 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
single-rai-job (31%) --> src (3%)	260	12 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 129 duplicates...

Size	#	Folders	Files	Lines	Code
34	x 2	azuredevops azuredevops/templates	PR-Gate.yaml obtain-prepare-workspace-job-template...	24:59 (33%) 24:59 (31%)	view
26	x 2	single-rai-job/src src/responsibleai/rai_analyse	run_rai.py arg_helpers.py	41:74 (7%) 12:45 (48%)	view
24	x 2	azuredevops azuredevops	Build-Update-Dev.yaml PR-Gate.yaml	74:102 (23%) 74:102 (23%)	view
23	x 2	azuredevops azuredevops	Build-Update-Dev.yaml PR-Gate.yaml	5:35 (22%) 5:35 (22%)	view
19	x 2	azuredevops azuredevops	Build-Update-Dev.yaml PR-Gate.yaml	108:128 (18%) 108:128 (18%)	view
17	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_error_analysis.py create_explanation.py	12:39 (32%) 11:38 (40%)	view
17	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_counterfactual.py create_explanation.py	13:40 (28%) 11:38 (40%)	view
17	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_causal.py create_error_analysis.py	14:41 (21%) 12:39 (32%)	view
17	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_counterfactual.py create_error_analysis.py	13:40 (28%) 12:39 (32%)	view
17	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_causal.py create_explanation.py	14:41 (21%) 11:38 (40%)	view
17	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_causal.py create_counterfactual.py	14:41 (21%) 13:40 (28%)	view
16	x 2	azuredevops/templates azuredevops/templates	obtain-prepare-workspace-job-template... python-preparation-step-template.yaml	44:59 (14%) 16:31 (26%)	view
16	x 2	azuredevops azuredevops/templates	PR-Gate.yaml python-preparation-step-template.yaml	44:59 (15%) 16:31 (26%)	view
16	x 2	single-rai-job/src src/responsibleai/rai_analyse	run_rai.py constants.py	112:136 (4%) 25:49 (29%)	view
14	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_causal.py gather_rai_insights.py	19:39 (17%) 33:53 (12%)	view
14	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_causal.py create_rai_insights.py	19:39 (17%) 23:43 (8%)	view
14	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_explanation.py create_rai_insights.py	16:36 (33%) 23:43 (8%)	view
14	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_explanation.py gather_rai_insights.py	16:36 (33%) 33:53 (12%)	view
14	x 2	src/responsibleai/rai_analyse/_score_card src/responsibleai/rai_analyse/_score_card	classification_components.py regression_components.py	280:297 (3%) 183:200 (4%)	view
14	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_error_analysis.py create_rai_insights.py	17:37 (26%) 23:43 (8%)	view
14	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_error_analysis.py gather_rai_insights.py	17:37 (26%) 33:53 (12%)	view
14	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_counterfactual.py create_rai_insights.py	18:38 (23%) 23:43 (8%)	view
14	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_rai_insights.py gather_rai_insights.py	23:43 (8%) 33:53 (12%)	view
14	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_counterfactual.py gather_rai_insights.py	18:38 (23%) 33:53 (12%)	view
13	x 2	single-rai-job/src src/responsibleai/rai_analyse	run_rai.py arg_helpers.py	94:109 (3%) 48:63 (24%)	view
12	x 2	azuredevops azuredevops/templates	Build-Update-Dev.yaml obtain-prepare-workspace-job-template...	5:20 (11%) 5:20 (11%)	view
12	x 2	azuredevops azuredevops/templates	PR-Gate.yaml obtain-prepare-workspace-job-template...	5:20 (11%) 5:20 (11%)	view
12	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_error_analysis.py create_score_card.py	17:32 (23%) 26:41 (5%)	view
12	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_causal.py create_score_card.py	19:34 (15%) 26:41 (5%)	view
12	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_counterfactual.py create_score_card.py	18:33 (20%) 26:41 (5%)	view
12	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_explanation.py create_score_card.py	16:31 (28%) 26:41 (5%)	view
12	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_rai_insights.py create_score_card.py	23:38 (7%) 26:41 (5%)	view
12	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_score_card.py gather_rai_insights.py	26:41 (5%) 33:48 (10%)	view
12	x 2	src/responsibleai/rai_analyse/_score_card src/responsibleai/rai_analyse/_score_card	classification_components.py regression_components.py	379:392 (3%) 277:290 (4%)	view
10	x 2	azuredevops azuredevops	Build-Update-Dev.yaml PR-Gate.yaml	37:46 (9%) 37:46 (9%)	view
10	x 2	src/responsibleai/rai_analyse/_score_card src/responsibleai/rai_analyse/_score_card	common_components.py common_components.py	249:259 (1%) 270:280 (1%)	view
10	x 2	azuredevops azuredevops	Build-Update-Dev.yaml PR-Gate.yaml	56:67 (9%) 56:67 (9%)	view
10	x 2	azuredevops azuredevops/templates	Build-Update-Dev.yaml obtain-prepare-workspace-job-template...	24:35 (9%) 24:35 (9%)	view
10	x 2	azuredevops azuredevops/templates	Build-Update-Dev.yaml obtain-prepare-workspace-job-template...	37:46 (9%) 37:46 (9%)	view
9	x 2	azuredevops azuredevops/templates	Build-Update-Dev.yaml python-preparation-step-template.yaml	5:13 (8%) 5:13 (14%)	view
9	x 2	azuredevops azuredevops/templates	PR-Gate.yaml python-preparation-step-template.yaml	5:13 (8%) 5:13 (14%)	view
9	x 2	azuredevops/templates azuredevops/templates	obtain-prepare-workspace-job-template... python-preparation-step-template.yaml	5:13 (8%) 5:13 (14%)	view
9	x 2	src/responsibleai/rai_analyse/_score_card src/responsibleai/rai_analyse/_score_card	classification_components.py regression_components.py	317:325 (2%) 226:234 (3%)	view
9	x 2	src/responsibleai/rai_analyse/_score_card src/responsibleai/rai_analyse/_score_card	classification_components.py classification_components.py	44:52 (2%) 248:256 (2%)	view
8	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_causal.py create_explanation.py	113:130 (10%) 73:90 (19%)	view
8	x 2	src/responsibleai/rai_analyse/_score_card src/responsibleai/rai_analyse/_score_card	classification_components.py regression_components.py	308:315 (2%) 217:224 (2%)	view
8	x 2	src/responsibleai/rai_analyse/_score_card src/responsibleai/rai_analyse/_score_card	classification_components.py regression_components.py	266:273 (2%) 169:176 (2%)	view
8	x 2	single-rai-job/src src/responsibleai/rai_analyse	run_rai.py gather_rai_insights.py	440:457 (2%) 177:194 (7%)	view
8	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_counterfactual.py create_explanation.py	89:106 (13%) 73:90 (19%)	view
8	x 2	src/responsibleai/rai_analyse src/responsibleai/rai_analyse	create_causal.py create_counterfactual.py	113:130 (10%) 89:106 (13%)	view