Uber / causalmlDuplication

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

34% duplication:

13,323 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
4,547 duplicated lines

434 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 434 duplicates...

Size	#	Folders	Files	Lines	Code
137	x 2	envs envs	environment-tf-py38.yml environment-tf-py39.yml	7:143 (95%) 7:143 (95%)	view
76	x 2	causalml/inference/tree/_tree causalml/inference/tree/causal	_tree.pyx _builder.pyx	335:443 (7%) 247:355 (25%)	view
68	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py base.py	625:753 (11%) 125:253 (36%)	view
51	x 2	envs envs	environment-py37.yml environment-tf-py37.yml	6:56 (37%) 6:56 (35%)	view
49	x 2	envs envs	environment-py38.yml environment-tf-py38.yml	6:54 (36%) 6:54 (34%)	view
48	x 2	envs envs	environment-py38.yml environment-tf-py39.yml	70:117 (35%) 72:119 (33%)	view
48	x 2	envs envs	environment-py38.yml environment-tf-py39.yml	7:54 (35%) 7:54 (33%)	view
48	x 2	envs envs	environment-py38.yml environment-tf-py38.yml	70:117 (35%) 72:119 (33%)	view
47	x 2	envs envs	environment-py37.yml environment-tf-py37.yml	72:118 (34%) 73:119 (32%)	view
45	x 2	envs envs	environment-tf-py37.yml environment-tf-py38.yml	58:102 (31%) 57:101 (31%)	view
45	x 2	envs envs	environment-tf-py37.yml environment-tf-py39.yml	58:102 (31%) 57:101 (31%)	view
41	x 2	envs envs	environment-tf-py37.yml environment-tf-py38.yml	103:143 (28%) 103:143 (28%)	view
41	x 2	envs envs	environment-tf-py37.yml environment-tf-py39.yml	103:143 (28%) 103:143 (28%)	view
37	x 2	causalml/inference/meta causalml/inference/meta	slearner.py tlearner.py	207:265 (16%) 212:268 (14%)	view
37	x 2	causalml/inference/meta causalml/inference/meta	rlearner.py rlearner.py	128:176 (8%) 471:519 (8%)	view
36	x 2	envs envs	environment-py37.yml environment-py38.yml	102:137 (26%) 101:136 (26%)	view
36	x 2	causalml/metrics causalml/metrics	visualize.py visualize.py	664:704 (5%) 737:777 (5%)	view
35	x 2	envs envs	environment-py37.yml environment-py38.yml	36:70 (25%) 34:68 (25%)	view
33	x 2	causalml/inference/meta causalml/inference/meta	xlearner.py xlearner.py	156:209 (8%) 578:632 (8%)	view
32	x 2	causalml/inference/tree/_tree causalml/inference/tree/causal	_tree.pyx _builder.pyx	463:506 (3%) 385:426 (10%)	view
31	x 2	causalml/inference/meta causalml/inference/meta	xlearner.py xlearner.py	96:144 (7%) 510:558 (7%)	view
30	x 2	envs envs	environment-py37.yml environment-tf-py38.yml	72:101 (21%) 72:101 (20%)	view
30	x 2	envs envs	environment-py38.yml environment-tf-py37.yml	70:99 (22%) 73:102 (20%)	view
30	x 2	envs envs	environment-py37.yml environment-py38.yml	72:101 (21%) 70:99 (22%)	view
30	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py base.py	781:835 (5%) 281:335 (15%)	view
30	x 2	envs envs	environment-py37.yml environment-tf-py39.yml	72:101 (21%) 72:101 (20%)	view
28	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py drlearner.py	31:74 (4%) 31:73 (8%)	view
26	x 2	causalml/inference/tree causalml/inference/tree	utils.py utils.py	154:179 (12%) 208:233 (12%)	view
26	x 2	causalml/inference/tree/_tree causalml/inference/tree/_tree	_splitter.pyx _splitter.pyx	1096:1132 (3%) 1326:1362 (3%)	view
26	x 2	envs envs	environment-py39.yml environment-tf-py39.yml	77:102 (19%) 79:104 (18%)	view
26	x 2	envs envs	environment-py39.yml environment-tf-py38.yml	77:102 (19%) 79:104 (18%)	view
26	x 2	envs envs	environment-py38.yml environment-py39.yml	77:102 (19%) 77:102 (19%)	view
25	x 2	causalml/inference/tree causalml/inference/tree	uplift.pyx uplift.pyx	1129:1156 (1%) 1472:1499 (1%)	view
24	x 2	causalml/inference/meta causalml/inference/meta	slearner.py tlearner.py	127:154 (10%) 129:156 (9%)	view
23	x 2	causalml/inference/tree/_tree causalml/inference/tree/causal	_tree.pyx _builder.pyx	153:185 (2%) 58:90 (7%)	view
23	x 2	envs envs	environment-py37.yml environment-py39.yml	79:101 (16%) 77:99 (16%)	view
23	x 2	envs envs	environment-py39.yml environment-tf-py37.yml	77:99 (16%) 80:102 (16%)	view
22	x 2	envs envs	environment-tf-py37.yml environment-tf-py38.yml	36:57 (15%) 34:55 (15%)	view
22	x 2	envs envs	environment-py38.yml environment-py39.yml	34:55 (16%) 35:56 (16%)	view
22	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py base.py	626:672 (3%) 196:242 (11%)	view
22	x 2	envs envs	environment-tf-py37.yml environment-tf-py39.yml	36:57 (15%) 34:55 (15%)	view
22	x 2	causalml/inference/meta causalml/inference/meta	base.py base.py	126:172 (11%) 196:242 (11%)	view
22	x 2	causalml/inference/iv causalml/inference/iv	drivlearner.py drivlearner.py	367:389 (3%) 480:502 (3%)	view
22	x 2	causalml/inference/meta causalml/inference/meta	rlearner.py rlearner.py	87:125 (4%) 428:466 (4%)	view
22	x 2	causalml/inference/iv causalml/inference/iv	drivlearner.py drivlearner.py	626:672 (3%) 696:742 (3%)	view
22	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py base.py	696:742 (3%) 126:172 (11%)	view
22	x 2	envs envs	environment-py37.yml environment-py39.yml	36:57 (16%) 35:56 (16%)	view
22	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py drlearner.py	296:322 (3%) 230:256 (6%)	view
21	x 2	envs envs	environment-py37.yml environment-tf-py38.yml	36:56 (15%) 34:54 (14%)	view
21	x 2	envs envs	environment-py39.yml environment-tf-py39.yml	35:55 (15%) 34:54 (14%)	view