deepseek-ai / DreamCraft3D

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

45% duplication:

23,117 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
10,613 duplicated lines

677 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
ROOT (26%) --> threestudio (1%)	530	1 file pair	details...

Open 2D force graph... Open 3D force graph...

Show more details on duplication between components...

Longest Duplicates

The list of 50 longest duplicates.

See data for all 677 duplicates...

Size	#	Folders	Files	Lines	Code
281	x 2	threestudio/data threestudio/data	image.py images.py	16:351 (100%) 16:351 (100%)	view
245	x 2	threestudio/models/guidance threestudio/models/guidance	stable_diffusion_bsd_guidance.py stable_diffusion_vsd_guidance.py	392:686 (28%) 335:628 (30%)	view
129	x 2	ROOT threestudio/scripts	metric_utils.py metric_utils.py	30:241 (36%) 27:238 (44%)	view
122	x 2	threestudio/models/guidance threestudio/models/guidance	stable_diffusion_bsd_guidance.py stable_diffusion_vsd_guidance.py	761:927 (13%) 720:886 (15%)	view
84	x 2	threestudio/scripts threestudio/scripts	train_dreambooth.py train_dreambooth_lora.py	858:966 (7%) 696:805 (7%)	view
81	x 2	threestudio/utils/lpips threestudio/utils/perceptual	utils.py utils.py	18:145 (81%) 14:141 (85%)	view
72	x 2	threestudio/models/guidance threestudio/models/guidance	stable_zero123_guidance.py zero123_guidance.py	141:218 (28%) 144:221 (18%)	view
67	x 2	threestudio/scripts threestudio/scripts	train_dreambooth.py train_dreambooth_lora.py	213:288 (5%) 121:196 (5%)	view
58	x 2	threestudio/models/guidance threestudio/models/guidance	stable_diffusion_unified_guidance.py zero123_unified_guidance.py	281:344 (9%) 292:355 (10%)	view
53	x 2	threestudio/models/guidance threestudio/models/guidance	stable_diffusion_bsd_guidance.py stable_diffusion_vsd_guidance.py	1016:1077 (6%) 900:961 (6%)	view
51	x 2	threestudio/scripts threestudio/scripts	train_dreambooth.py train_dreambooth_lora.py	1097:1157 (4%) 1020:1080 (4%)	view
47	x 2	threestudio/systems threestudio/systems	dreamcraft3d.py dreamcraft3d.py	385:431 (9%) 496:542 (9%)	view
47	x 2	threestudio/systems threestudio/systems	zero123.py zero123.py	254:300 (14%) 327:373 (14%)	view
47	x 2	threestudio/models/guidance threestudio/models/guidance	stable_zero123_guidance.py zero123_guidance.py	262:326 (18%) 264:328 (11%)	view
47	x 2	threestudio/scripts threestudio/scripts	train_dreambooth.py train_dreambooth_lora.py	1225:1281 (4%) 1132:1188 (4%)	view
45	x 2	threestudio/models/geometry threestudio/models/geometry	custom_mesh.py implicit_sdf.py	67:120 (31%) 128:181 (13%)	view
45	x 2	threestudio/models/guidance threestudio/models/guidance	stable_diffusion_unified_guidance.py zero123_unified_guidance.py	621:674 (7%) 618:671 (7%)	view
44	x 2	threestudio/scripts threestudio/scripts	train_dreambooth.py train_dreambooth_lora.py	308:351 (3%) 237:280 (3%)	view
44	x 2	threestudio/utils threestudio/utils	dpt.py dpt.py	223:267 (6%) 394:438 (6%)	view
42	x 2	ROOT threestudio/scripts	metric_utils.py metric_utils.py	314:386 (11%) 238:311 (14%)	view
42	x 2	threestudio/models/guidance threestudio/models/guidance	controlnet_guidance.py controlnet_reg_guidance.py	151:195 (10%) 148:192 (11%)	view
42	x 2	threestudio/models/geometry threestudio/models/geometry	implicit_sdf.py tetrahedra_sdf_grid.py	146:199 (12%) 169:222 (13%)	view
41	x 2	threestudio/scripts threestudio/scripts	train_dreambooth.py train_dreambooth_lora.py	430:470 (3%) 353:393 (3%)	view
41	x 2	threestudio/scripts threestudio/scripts	train_dreambooth.py train_dreambooth_lora.py	583:637 (3%) 454:508 (3%)	view
40	x 2	threestudio/models/guidance threestudio/models/guidance	stable_diffusion_unified_guidance.py zero123_unified_guidance.py	142:189 (6%) 130:177 (6%)	view
40	x 2	threestudio/scripts threestudio/scripts	train_dreambooth.py train_dreambooth_lora.py	693:741 (3%) 565:613 (3%)	view
39	x 2	threestudio/utils threestudio/utils	dpt.py dpt.py	267:312 (6%) 445:493 (6%)	view
39	x 2	threestudio/models/guidance threestudio/models/guidance	stable_zero123_guidance.py zero123_guidance.py	222:261 (15%) 223:262 (9%)	view
37	x 2	threestudio/scripts threestudio/scripts	train_dreambooth_lora.py train_text_to_image_lora.py	1137:1181 (3%) 668:712 (5%)	view
37	x 2	threestudio/scripts threestudio/scripts	train_dreambooth.py train_text_to_image_lora.py	1230:1274 (3%) 668:712 (5%)	view
37	x 2	ROOT threestudio/scripts	metric_utils.py metric_utils.py	402:449 (10%) 326:373 (12%)	view
35	x 2	ROOT ROOT	metric_utils.py metric_utils.py	167:214 (9%) 249:296 (9%)	view
35	x 2	ROOT threestudio/scripts	metric_utils.py metric_utils.py	249:296 (9%) 164:211 (12%)	view
35	x 2	threestudio/models/geometry threestudio/models/geometry	implicit_volume.py volume_grid.py	149:183 (12%) 106:140 (22%)	view
35	x 2	threestudio/models/guidance threestudio/models/guidance	stable_zero123_guidance.py zero123_guidance.py	21:71 (13%) 21:71 (8%)	view
33	x 2	threestudio/models/guidance threestudio/models/guidance	stable_diffusion_unified_guidance.py zero123_unified_guidance.py	690:729 (5%) 682:721 (5%)	view
32	x 2	threestudio/models/renderers threestudio/models/renderers	nerf_volume_renderer.py neus_volume_renderer.py	248:281 (8%) 223:256 (9%)	view
32	x 2	threestudio/utils/GAN threestudio/utils/GAN	vae.py vae.py	249:282 (3%) 417:450 (3%)	view
32	x 2	threestudio/models/geometry threestudio/models/geometry	custom_mesh.py tetrahedra_sdf_grid.py	85:120 (22%) 169:204 (10%)	view
31	x 2	threestudio/models/geometry threestudio/models/geometry	implicit_sdf.py implicit_volume.py	381:413 (9%) 293:325 (11%)	view
31	x 2	threestudio/utils/lpips threestudio/utils/perceptual	lpips.py perceptual.py	79:110 (32%) 127:159 (22%)	view
31	x 2	threestudio/models/guidance threestudio/models/guidance	stable_diffusion_guidance.py zero123_guidance.py	556:590 (6%) 354:388 (7%)	view
30	x 2	threestudio/models/guidance threestudio/models/guidance	stable_diffusion_unified_guidance.py zero123_unified_guidance.py	579:610 (5%) 576:607 (5%)	view
29	x 2	threestudio/models/guidance threestudio/models/guidance	deep_floyd_guidance.py stable_diffusion_guidance.py	346:376 (7%) 478:510 (5%)	view
29	x 2	threestudio/scripts threestudio/scripts	train_dreambooth.py train_dreambooth_lora.py	1159:1193 (2%) 1081:1115 (2%)	view
28	x 2	threestudio/models/guidance threestudio/models/guidance	controlnet_guidance.py controlnet_reg_guidance.py	321:354 (6%) 330:363 (7%)	view
28	x 2	threestudio/scripts threestudio/scripts	train_dreambooth.py train_dreambooth_lora.py	393:420 (2%) 316:343 (2%)	view
28	x 2	threestudio/models/guidance threestudio/models/guidance	stable_diffusion_bsd_guidance.py stable_diffusion_vsd_guidance.py	77:109 (3%) 72:104 (3%)	view
28	x 2	threestudio/scripts threestudio/scripts	train_dreambooth.py train_dreambooth_lora.py	490:517 (2%) 391:418 (2%)	view
27	x 2	threestudio/models/guidance threestudio/models/guidance	stable_zero123_guidance.py zero123_guidance.py	102:137 (10%) 105:140 (6%)	view

Duplicated Units

The list of top 2 duplicated units.

See data for all 2 unit duplicates...

Size	#	Folders	Files	Lines	Code
85	x 2	threestudio/data threestudio/data	images.py image.py	0:0 0:0	view
10	x 2	threestudio/utils/lpips threestudio/utils/perceptual	utils.py utils.py	0:0 0:0	view