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.

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Duplication Overall

10% duplication:

6,078 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
631 duplicated lines

49 duplicates

Duplication per Extension

Duplication per Component (primary)

Longest Duplicates

The list of 20 longest duplicates.

See data for all 49 duplicates...

Size	#	Folders	Files	Lines	Code
43	x 2	dowhy dowhy	causal_identifier.py causal_identifier.py	151:200 (6%) 203:252 (6%)	view
20	x 2	dowhy/utils/dgps dowhy/utils/dgps	cubic_dgp.py quadratic_dgp.py	53:85 (33%) 56:88 (32%)	view
18	x 2	dowhy/utils/dgps dowhy/utils/dgps	cubic_dgp.py quadratic_dgp.py	13:32 (30%) 13:32 (29%)	view
14	x 2	dowhy/causal_refuters dowhy/causal_refuters	add_unobserved_common_cause.py add_unobserved_common_cause.py	253:270 (3%) 287:304 (3%)	view
13	x 2	dowhy/utils/dgps dowhy/utils/dgps	linear_dgp.py quadratic_dgp.py	44:66 (30%) 66:88 (21%)	view
13	x 2	dowhy/utils/dgps dowhy/utils/dgps	cubic_dgp.py linear_dgp.py	63:85 (22%) 44:66 (30%)	view
11	x 2	dowhy/causal_estimators dowhy/causal_estimators	distance_matching_estimator.py distance_matching_estimator.py	95:105 (7%) 133:143 (7%)	view
11	x 2	dowhy/causal_estimators dowhy/causal_estimators	propensity_score_matching_estimator.py propensity_score_weighting_estimator.py	38:49 (14%) 55:66 (9%)	view
10	x 2	dowhy/causal_estimators dowhy/causal_estimators	propensity_score_matching_estimator.py propensity_score_weighting_estimator.py	23:32 (13%) 32:41 (8%)	view
10	x 2	dowhy/causal_estimators dowhy/causal_estimators	propensity_score_stratification_estim... propensity_score_weighting_estimator.py	29:38 (9%) 32:41 (8%)	view
10	x 2	dowhy/causal_estimators dowhy/causal_estimators	regression_estimator.py two_stage_regression_estimator.py	93:102 (10%) 184:193 (6%)	view
10	x 2	dowhy/causal_estimators dowhy/causal_estimators	propensity_score_matching_estimator.py propensity_score_stratification_estim...	38:48 (13%) 49:59 (9%)	view
10	x 2	dowhy/causal_estimators dowhy/causal_estimators	propensity_score_matching_estimator.py propensity_score_stratification_estim...	23:32 (13%) 29:38 (9%)	view
10	x 2	dowhy/causal_estimators dowhy/causal_estimators	propensity_score_stratification_estim... propensity_score_weighting_estimator.py	49:59 (9%) 55:65 (8%)	view
9	x 2	dowhy/do_samplers dowhy/do_samplers	multivariate_weighting_sampler.py weighting_sampler.py	22:33 (28%) 22:32 (27%)	view
9	x 2	dowhy/graph_learners dowhy/graph_learners	cdt.py lingam.py	12:23 (42%) 12:23 (45%)	view
9	x 2	dowhy/causal_estimators dowhy/causal_estimators	two_stage_regression_estimator.py two_stage_regression_estimator.py	119:127 (5%) 144:152 (5%)	view
9	x 2	dowhy/causal_estimators dowhy/causal_estimators	distance_matching_estimator.py distance_matching_estimator.py	109:118 (5%) 145:156 (5%)	view
8	x 2	dowhy/causal_estimators dowhy/causal_estimators	two_stage_regression_estimator.py two_stage_regression_estimator.py	98:105 (5%) 145:152 (5%)	view
8	x 2	dowhy/causal_estimators dowhy/causal_estimators	two_stage_regression_estimator.py two_stage_regression_estimator.py	98:105 (5%) 120:127 (5%)	view

Duplicated Units

The list of top 1 duplicated units.

See data for all 1 unit duplicate

Size	#	Folders	Files	Lines	Code
6	x 2	dowhy/utils/dgps dowhy/utils/dgps	cubic_dgp.py quadratic_dgp.py	0:0 0:0	view