uber / causalml - Duplication

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

29% duplication:

14,215 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
4,164 duplicated lines

397 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 397 duplicates...

Size	#	Folders	Files	Lines	Code
124	x 2	causalml/inference/tree/_tree causalml/inference/tree/causal	_tree.pyx _builder.pyx	430:596 (10%) 313:479 (31%)	view
70	x 2	causalml/inference/tree/_tree causalml/inference/tree/causal	_tree.pyx _builder.pyx	289:388 (5%) 168:267 (17%)	view
68	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py base.py	625:753 (11%) 125:253 (36%)	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	causalml/inference/tree/_tree causalml/inference/tree/causal	_tree.pyx _builder.pyx	621:667 (3%) 517:561 (9%)	view
34	x 2	causalml/inference/tree/_tree causalml/inference/tree/causal	_tree.pyx _builder.pyx	223:263 (2%) 102:142 (8%)	view
33	x 2	causalml/inference/meta causalml/inference/meta	xlearner.py xlearner.py	152:205 (8%) 574:628 (8%)	view
31	x 2	causalml/inference/meta causalml/inference/meta	xlearner.py xlearner.py	92:140 (7%) 506:554 (7%)	view
30	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py base.py	781:835 (5%) 281:335 (15%)	view
28	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py drlearner.py	32:75 (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
25	x 2	causalml/inference/tree/_tree causalml/inference/tree/causal	_tree.pyx _builder.pyx	177:213 (2%) 52:88 (6%)	view
25	x 2	causalml/inference/tree causalml/inference/tree	uplift.pyx uplift.pyx	1100:1127 (1%) 1443:1470 (1%)	view
24	x 2	causalml/inference/meta causalml/inference/meta	slearner.py tlearner.py	127:154 (10%) 129:156 (9%)	view
24	x 2	causalml/inference/tree/_tree causalml/inference/tree/causal	_tree.pyx _builder.pyx	397:427 (2%) 276:307 (6%)	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/meta causalml/inference/meta	rlearner.py rlearner.py	87:125 (4%) 428:466 (4%)	view
22	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py base.py	696:742 (3%) 126:172 (11%)	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	626:672 (3%) 196:242 (11%)	view
22	x 2	causalml/inference/iv causalml/inference/iv	drivlearner.py drivlearner.py	367:389 (3%) 480:502 (3%)	view
21	x 2	causalml/metrics causalml/metrics	visualize.py visualize.py	347:387 (3%) 460:500 (3%)	view
21	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py drlearner.py	297:322 (3%) 230:255 (6%)	view
19	x 2	causalml/metrics causalml/metrics	visualize.py visualize.py	113:156 (3%) 244:288 (3%)	view
18	x 2	causalml/inference/tree/_tree causalml/inference/tree/_tree	_splitter.pyx _splitter.pyx	1513:1531 (1%) 1575:1593 (1%)	view
18	x 2	causalml/inference/meta causalml/inference/meta	drlearner.py tlearner.py	405:425 (5%) 254:274 (7%)	view
18	x 2	causalml/inference/tree/_tree causalml/inference/tree/_tree	_splitter.pyx _splitter.pyx	1544:1562 (1%) 1606:1623 (1%)	view
18	x 2	causalml/inference/tree causalml/inference/tree	uplift.pyx uplift.pyx	1198:1216 (1%) 1351:1369 (1%)	view
17	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py drlearner.py	135:152 (2%) 118:134 (5%)	view
17	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py drlearner.py	843:871 (2%) 460:487 (5%)	view
17	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py drlearner.py	555:575 (2%) 414:434 (5%)	view
16	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py drlearner.py	394:411 (2%) 301:318 (4%)	view
16	x 2	causalml/inference/tree causalml/inference/tree	uplift.pyx uplift.pyx	1708:1724 (<1%) 1787:1804 (<1%)	view
15	x 2	causalml/inference/tree/_tree causalml/inference/tree/_tree	_splitter.pyx _splitter.pyx	1587:1602 (1%) 1618:1632 (1%)	view
15	x 2	causalml/inference/meta causalml/inference/meta	drlearner.py slearner.py	248:263 (4%) 138:153 (6%)	view
15	x 2	causalml/inference/meta causalml/inference/meta	tlearner.py tlearner.py	306:329 (5%) 337:360 (5%)	view
15	x 2	causalml/inference/meta causalml/inference/meta	drlearner.py tlearner.py	248:263 (4%) 140:155 (5%)	view
15	x 2	causalml/inference/tree/_tree causalml/inference/tree/_tree	_splitter.pyx _splitter.pyx	1525:1540 (1%) 1556:1571 (1%)	view
15	x 2	causalml/inference/tree/causal causalml/inference/tree/causal	_criterion.pyx _criterion.pyx	338:356 (4%) 408:423 (4%)	view
15	x 2	causalml/inference/meta causalml/inference/meta	drlearner.py xlearner.py	313:331 (4%) 269:287 (3%)	view
14	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py drlearner.py	577:593 (2%) 436:452 (4%)	view
14	x 2	causalml/inference/tree causalml/inference/tree	uplift.pyx uplift.pyx	834:848 (<1%) 869:883 (<1%)	view
14	x 2	causalml/inference/tree/_tree causalml/inference/tree/_tree	_splitter.pyx _splitter.pyx	362:408 (1%) 734:779 (1%)	view
14	x 2	causalml/inference/iv causalml/inference/meta	drivlearner.py drlearner.py	415:433 (2%) 320:338 (4%)	view
13	x 2	causalml/inference/meta causalml/inference/meta	rlearner.py rlearner.py	451:466 (2%) 606:621 (2%)	view
13	x 2	causalml/inference/meta causalml/inference/meta	slearner.py tlearner.py	179:195 (5%) 184:200 (5%)	view
13	x 2	causalml/inference/iv causalml/inference/iv	drivlearner.py drivlearner.py	752:778 (2%) 791:828 (2%)	view
13	x 2	causalml/inference/meta causalml/inference/meta	slearner.py tlearner.py	276:292 (5%) 278:294 (5%)	view
13	x 2	causalml/inference/meta causalml/inference/meta	drlearner.py xlearner.py	412:427 (3%) 369:384 (3%)	view