Duplication Overall
  • 23% duplication:
    • 10,901 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
    • 2,544 duplicated lines
  • 210 duplicates
system23% (2,544 lines)
dependency graphs: 2D graph | 2D graph (with duplicates)... | 3D graph | 3D graph (with duplicates)...
Duplication per Extension
py27% (2,544 lines)
Duplication per Component (primary)
deepspec25% (1,954 lines)
config92% (564 lines)
scripts3% (26 lines)
eval_datasets0% (0 lines)
ROOT0% (0 lines)
Longest Duplicates
The list of 50 longest duplicates.
See data for all 210 duplicates...
Size#FoldersFilesLinesCode
79 x 2 deepspec/modeling/dspark/gemma4
deepspec/modeling/dspark/qwen3
350:431 (14%)
292:373 (16%)
view
71 x 2 deepspec/modeling/dspark/gemma4
deepspec/modeling/dspark/qwen3
506:578 (12%)
434:506 (14%)
view
68 x 2 deepspec/modeling/eagle3/gemma4
deepspec/modeling/eagle3/qwen3
345:415 (15%)
271:341 (18%)
view
45 x 2 config/dspark
config/dspark
12:68 (90%)
12:68 (90%)
view
43 x 2 config/dflash
config/dflash
12:66 (89%)
12:66 (89%)
view
41 x 2 config/dflash
config/dspark
29:74 (73%)
31:76 (70%)
view
41 x 2 config/dflash
config/dspark
29:74 (73%)
31:76 (70%)
view
38 x 2 config/dflash
config/eagle3
33:74 (67%)
20:61 (76%)
view
38 x 2 config/dspark
config/eagle3
35:76 (65%)
20:61 (76%)
view
37 x 2 config/eagle3
config/eagle3
12:54 (88%)
13:55 (88%)
view
36 x 2 deepspec/modeling/dspark/gemma4
deepspec/modeling/dspark/qwen3
298:339 (6%)
246:289 (7%)
view
35 x 2 deepspec/modeling/dspark/gemma4
deepspec/modeling/dspark/qwen3
437:473 (6%)
375:411 (7%)
view
35 x 2 deepspec/modeling/eagle3/gemma4
deepspec/modeling/eagle3/qwen3
419:455 (7%)
344:380 (9%)
view
34 x 2 config/dflash
config/dflash
16:60 (60%)
15:59 (70%)
view
34 x 2 config/dflash
config/dflash
16:60 (60%)
15:59 (70%)
view
33 x 2 config/dflash
config/dspark
28:66 (68%)
30:68 (66%)
view
33 x 2 config/dflash
config/dspark
28:66 (68%)
30:68 (66%)
view
33 x 2 config/dflash
config/dspark
28:66 (68%)
30:68 (66%)
view
33 x 2 config/dflash
config/dspark
28:66 (68%)
30:68 (66%)
view
32 x 2 config/dspark
config/dspark
24:62 (55%)
23:61 (64%)
view
32 x 2 config/dspark
config/dspark
24:62 (55%)
23:61 (64%)
view
31 x 2 deepspec/modeling/dspark/gemma4
deepspec/modeling/eagle3/gemma4
17:49 (34%)
17:49 (39%)
view
30 x 2 config/eagle3
config/eagle3
14:48 (60%)
13:47 (71%)
view
30 x 2 config/eagle3
config/eagle3
14:48 (60%)
14:48 (71%)
view
28 x 2 deepspec/trainer
deepspec/trainer
251:284 (8%)
19:54 (52%)
view
27 x 2 config/dflash
config/dspark
28:59 (56%)
31:62 (46%)
view
27 x 2 config/dflash
config/dspark
28:59 (56%)
31:62 (46%)
view
27 x 2 config/dflash
config/eagle3
44:74 (48%)
32:62 (54%)
view
27 x 2 config/dspark
config/eagle3
46:76 (46%)
32:62 (54%)
view
27 x 2 config/dflash
config/dspark
29:60 (48%)
30:61 (54%)
view
27 x 2 config/dflash
config/dspark
29:60 (48%)
30:61 (54%)
view
22 x 2 deepspec/modeling/dspark/gemma4
deepspec/modeling/eagle3/gemma4
67:90 (3%)
78:101 (4%)
view
21 x 2 deepspec/modeling/dspark/gemma4
deepspec/modeling/dspark/qwen3
57:80 (23%)
14:35 (42%)
view
20 x 2 deepspec/modeling/eagle3/gemma4
deepspec/modeling/eagle3/qwen3
304:326 (4%)
242:264 (5%)
view
20 x 2 deepspec/modeling/dspark/gemma4
deepspec/modeling/dspark/qwen3
85:106 (22%)
39:60 (40%)
view
19 x 2 config/dspark
config/eagle3
56:76 (32%)
42:62 (38%)
view
19 x 2 config/dspark
config/eagle3
45:68 (38%)
31:54 (45%)
view
19 x 2 config/eagle3
config/eagle3
41:61 (38%)
42:62 (38%)
view
19 x 2 config/dflash
config/eagle3
54:74 (33%)
42:62 (38%)
view
19 x 2 config/dspark
config/eagle3
45:68 (38%)
32:55 (45%)
view
19 x 2 config/dspark
config/eagle3
45:68 (38%)
32:55 (45%)
view
19 x 2 config/dspark
config/eagle3
45:68 (38%)
31:54 (45%)
view
19 x 2 config/dflash
config/dspark
54:74 (33%)
56:76 (32%)
view
19 x 2 config/dflash
config/dflash
54:74 (33%)
54:74 (33%)
view
19 x 2 config/dflash
config/eagle3
54:74 (33%)
41:61 (38%)
view
19 x 2 config/dspark
config/eagle3
56:76 (32%)
41:61 (38%)
view
19 x 2 config/dflash
config/dspark
54:74 (33%)
56:76 (32%)
view
19 x 2 config/dspark
config/dspark
56:76 (32%)
56:76 (32%)
view
19 x 2 deepspec/modeling/dspark/gemma4
deepspec/modeling/eagle3/gemma4
183:202 (3%)
203:222 (4%)
view
19 x 2 config/dflash
config/eagle3
43:66 (39%)
32:55 (45%)
view
Most Frequent Duplicates
The list of 50 most frequently found duplicates.
Size#FoldersFilesLinesCode
6 x 12 config/dflash
config/dflash
config/dspark
config/eagle3
config/eagle3
config/dflash
config/dflash
config/dspark
config/dspark
config/dspark
...
44:51 (10%)
43:50 (12%)
45:52 (12%)
32:39 (12%)
31:38 (14%)
44:51 (10%)
43:50 (12%)
46:53 (10%)
46:53 (10%)
45:52 (12%)
...
view
6 x 12 config/dflash
config/dflash
config/dspark
config/eagle3
config/eagle3
config/dflash
config/dflash
config/dspark
config/dspark
config/dspark
...
46:52 (10%)
45:51 (12%)
47:53 (12%)
34:40 (12%)
33:39 (14%)
46:52 (10%)
45:51 (12%)
48:54 (10%)
48:54 (10%)
47:53 (12%)
...
view
6 x 12 config/dflash
config/dflash
config/dspark
config/eagle3
config/eagle3
config/dspark
config/dspark
config/dflash
config/dflash
config/dspark
...
34:39 (10%)
33:38 (12%)
35:40 (12%)
22:27 (12%)
21:26 (14%)
36:41 (10%)
36:41 (10%)
34:39 (10%)
33:38 (12%)
35:40 (12%)
...
view
6 x 12 config/dflash
config/dflash
config/dspark
config/eagle3
config/eagle3
config/dspark
config/dspark
config/dflash
config/dflash
config/dspark
...
33:38 (10%)
32:37 (12%)
34:39 (12%)
21:26 (12%)
20:25 (14%)
35:40 (10%)
35:40 (10%)
33:38 (10%)
32:37 (12%)
34:39 (12%)
...
view
6 x 12 config/dflash
config/dflash
config/dspark
config/eagle3
config/eagle3
config/dspark
config/dspark
config/dflash
config/dflash
config/dspark
...
37:42 (10%)
36:41 (12%)
38:43 (12%)
25:30 (12%)
24:29 (14%)
39:44 (10%)
39:44 (10%)
37:42 (10%)
36:41 (12%)
38:43 (12%)
...
view
6 x 12 config/dflash
config/dflash
config/dspark
config/eagle3
config/eagle3
config/dspark
config/dspark
config/dflash
config/dflash
config/dspark
...
36:41 (10%)
35:40 (12%)
37:42 (12%)
24:29 (12%)
23:28 (14%)
38:43 (10%)
38:43 (10%)
36:41 (10%)
35:40 (12%)
37:42 (12%)
...
view
6 x 12 config/dflash
config/dflash
config/dspark
config/eagle3
config/eagle3
config/dspark
config/dspark
config/dflash
config/dflash
config/dspark
...
35:40 (10%)
34:39 (12%)
36:41 (12%)
23:28 (12%)
22:27 (14%)
37:42 (10%)
37:42 (10%)
35:40 (10%)
34:39 (12%)
36:41 (12%)
...
view
6 x 9 config/dflash
config/dflash
config/dspark
config/eagle3
config/eagle3
config/dspark
config/dspark
config/dflash
config/eagle3
49:55 (10%)
48:54 (12%)
50:56 (12%)
37:43 (12%)
36:42 (14%)
51:57 (10%)
50:56 (12%)
48:54 (12%)
37:43 (14%)
view
6 x 9 config/dflash
config/dflash
config/dspark
config/eagle3
config/eagle3
config/dspark
config/dspark
config/dflash
config/eagle3
51:56 (10%)
50:55 (12%)
52:57 (12%)
39:44 (12%)
38:43 (14%)
53:58 (10%)
52:57 (12%)
50:55 (12%)
39:44 (14%)
view
6 x 9 config/dflash
config/dflash
config/dspark
config/eagle3
config/eagle3
config/dspark
config/dspark
config/dflash
config/eagle3
48:54 (10%)
47:53 (12%)
49:55 (12%)
36:42 (12%)
35:41 (14%)
50:56 (10%)
49:55 (12%)
47:53 (12%)
36:42 (14%)
view
6 x 9 config/dflash
config/dflash
config/dspark
config/eagle3
config/eagle3
config/dspark
config/dspark
config/dflash
config/eagle3
52:59 (10%)
51:58 (12%)
53:60 (12%)
40:47 (12%)
39:46 (14%)
54:61 (10%)
53:60 (12%)
51:58 (12%)
40:47 (14%)
view
6 x 9 config/dflash
config/dflash
config/dspark
config/eagle3
config/eagle3
config/dspark
config/dspark
config/dflash
config/eagle3
53:60 (10%)
52:59 (12%)
54:61 (12%)
41:48 (12%)
40:47 (14%)
55:62 (10%)
54:61 (12%)
52:59 (12%)
41:48 (14%)
view
6 x 9 config/dflash
config/dflash
config/dspark
config/eagle3
config/eagle3
config/dspark
config/dspark
config/dflash
config/eagle3
47:53 (10%)
46:52 (12%)
48:54 (12%)
35:41 (12%)
34:40 (14%)
49:55 (10%)
48:54 (12%)
46:52 (12%)
35:41 (14%)
view
6 x 6 config/dflash
config/dspark
config/dspark
config/eagle3
config/dflash
config/eagle3
68:73 (10%)
70:75 (10%)
70:75 (10%)
56:61 (12%)
68:73 (10%)
55:60 (12%)
view
6 x 6 config/dflash
config/dflash
config/dspark
config/dspark
config/dspark
config/dflash
29:35 (10%)
28:34 (12%)
31:37 (10%)
30:36 (12%)
30:36 (12%)
28:34 (12%)
view
6 x 6 config/dflash
config/dflash
config/dspark
config/dspark
config/dspark
config/dflash
40:46 (10%)
39:45 (12%)
42:48 (10%)
41:47 (12%)
41:47 (12%)
39:45 (12%)
view
6 x 6 config/dflash
config/eagle3
config/dspark
config/dspark
config/eagle3
config/dflash
58:63 (12%)
46:51 (14%)
60:65 (12%)
60:65 (12%)
47:52 (14%)
58:63 (12%)
view
6 x 6 config/dflash
config/dspark
config/dspark
config/eagle3
config/dflash
config/eagle3
59:64 (10%)
61:66 (10%)
61:66 (10%)
47:52 (12%)
59:64 (10%)
46:51 (12%)
view
6 x 6 config/dflash
config/dspark
config/dspark
config/eagle3
config/dflash
config/eagle3
61:66 (10%)
63:68 (10%)
63:68 (10%)
49:54 (12%)
61:66 (10%)
48:53 (12%)
view
6 x 6 config/dflash
config/dspark
config/dspark
config/eagle3
config/dflash
config/eagle3
62:67 (10%)
64:69 (10%)
64:69 (10%)
50:55 (12%)
62:67 (10%)
49:54 (12%)
view
6 x 6 config/dflash
config/dflash
config/dspark
config/dspark
config/dspark
config/dflash
32:37 (10%)
31:36 (12%)
34:39 (10%)
33:38 (12%)
33:38 (12%)
31:36 (12%)
view
6 x 6 config/dflash
config/eagle3
config/dspark
config/dspark
config/eagle3
config/dflash
59:64 (12%)
47:52 (14%)
61:66 (12%)
61:66 (12%)
48:53 (14%)
59:64 (12%)
view
6 x 6 config/dflash
config/dflash
config/dspark
config/dspark
config/dspark
config/dflash
42:48 (10%)
41:47 (12%)
44:50 (10%)
43:49 (12%)
43:49 (12%)
41:47 (12%)
view
6 x 6 config/dflash
config/dspark
config/dspark
config/eagle3
config/dflash
config/eagle3
66:71 (10%)
68:73 (10%)
68:73 (10%)
54:59 (12%)
66:71 (10%)
53:58 (12%)
view
6 x 6 config/dflash
config/eagle3
config/dspark
config/dspark
config/eagle3
config/dflash
54:61 (12%)
42:49 (14%)
56:63 (12%)
56:63 (12%)
43:50 (14%)
54:61 (12%)
view
6 x 6 config/dflash
config/dflash
config/dspark
config/dspark
config/dspark
config/dflash
43:49 (10%)
42:48 (12%)
45:51 (10%)
44:50 (12%)
44:50 (12%)
42:48 (12%)
view
6 x 6 config/dflash
config/eagle3
config/dspark
config/dspark
config/eagle3
config/dflash
60:66 (12%)
48:54 (14%)
62:68 (12%)
62:68 (12%)
49:55 (14%)
60:66 (12%)
view
6 x 6 config/dflash
config/dspark
config/dspark
config/eagle3
config/dflash
config/eagle3
63:68 (10%)
65:70 (10%)
65:70 (10%)
51:56 (12%)
63:68 (10%)
50:55 (12%)
view
6 x 6 config/dflash
config/dspark
config/dspark
config/eagle3
config/dflash
config/eagle3
65:70 (10%)
67:72 (10%)
67:72 (10%)
53:58 (12%)
65:70 (10%)
52:57 (12%)
view
6 x 6 config/dflash
config/dflash
config/dspark
config/dspark
config/dspark
config/dflash
31:36 (10%)
30:35 (12%)
33:38 (10%)
32:37 (12%)
32:37 (12%)
30:35 (12%)
view
6 x 6 config/dflash
config/dflash
config/dspark
config/dspark
config/dspark
config/dflash
38:43 (10%)
37:42 (12%)
40:45 (10%)
39:44 (12%)
39:44 (12%)
37:42 (12%)
view
6 x 6 config/dspark
config/eagle3
config/dflash
config/dspark
config/dflash
config/eagle3
56:63 (10%)
42:49 (12%)
54:61 (10%)
56:63 (10%)
54:61 (10%)
41:48 (12%)
view
6 x 6 config/dspark
config/eagle3
config/dflash
config/dspark
config/dflash
config/eagle3
58:65 (10%)
44:51 (12%)
56:63 (10%)
58:65 (10%)
56:63 (10%)
43:50 (12%)
view
6 x 6 config/dflash
config/dflash
config/dspark
config/dspark
config/dspark
config/dflash
39:44 (10%)
38:43 (12%)
41:46 (10%)
40:45 (12%)
40:45 (12%)
38:43 (12%)
view
6 x 6 config/dflash
config/eagle3
config/dspark
config/dspark
config/eagle3
config/dflash
53:60 (12%)
41:48 (14%)
55:62 (12%)
55:62 (12%)
42:49 (14%)
53:60 (12%)
view
6 x 6 config/dflash
config/dspark
config/dspark
config/eagle3
config/dflash
config/eagle3
67:72 (10%)
69:74 (10%)
69:74 (10%)
55:60 (12%)
67:72 (10%)
54:59 (12%)
view
6 x 6 config/dflash
config/eagle3
config/dspark
config/dspark
config/eagle3
config/dflash
55:62 (12%)
43:50 (14%)
57:64 (12%)
57:64 (12%)
44:51 (14%)
55:62 (12%)
view
6 x 6 config/eagle3
config/eagle3
config/dspark
config/eagle3
config/eagle3
config/dflash
26:31 (12%)
25:30 (14%)
40:45 (10%)
26:31 (14%)
25:30 (12%)
38:43 (10%)
view
6 x 6 config/dspark
config/eagle3
config/dflash
config/dspark
config/dflash
config/eagle3
57:64 (10%)
43:50 (12%)
55:62 (10%)
57:64 (10%)
55:62 (10%)
42:49 (12%)
view
6 x 6 config/eagle3
config/eagle3
config/dspark
config/eagle3
config/eagle3
config/dflash
30:36 (12%)
29:35 (14%)
44:50 (10%)
30:36 (14%)
29:35 (12%)
42:48 (10%)
view
6 x 6 config/dflash
config/dspark
config/dspark
config/eagle3
config/dflash
config/eagle3
64:69 (10%)
66:71 (10%)
66:71 (10%)
52:57 (12%)
64:69 (10%)
51:56 (12%)
view
6 x 6 config/eagle3
config/eagle3
config/dspark
config/eagle3
config/eagle3
config/dflash
27:32 (12%)
26:31 (14%)
41:46 (10%)
27:32 (14%)
26:31 (12%)
39:44 (10%)
view
6 x 6 config/eagle3
config/eagle3
config/dspark
config/eagle3
config/eagle3
config/dflash
29:35 (12%)
28:34 (14%)
43:49 (10%)
29:35 (14%)
28:34 (12%)
41:47 (10%)
view
6 x 6 config/eagle3
config/eagle3
config/dspark
config/eagle3
config/eagle3
config/dflash
28:34 (12%)
27:33 (14%)
42:48 (10%)
28:34 (14%)
27:33 (12%)
40:46 (10%)
view
6 x 6 config/dflash
config/dspark
config/dspark
config/eagle3
config/dflash
config/eagle3
60:65 (10%)
62:67 (10%)
62:67 (10%)
48:53 (12%)
60:65 (10%)
47:52 (12%)
view
6 x 6 config/dflash
config/dflash
config/dspark
config/dspark
config/dspark
config/dflash
41:47 (10%)
40:46 (12%)
43:49 (10%)
42:48 (12%)
42:48 (12%)
40:46 (12%)
view
6 x 6 config/eagle3
config/eagle3
config/dspark
config/eagle3
config/eagle3
config/dflash
31:37 (12%)
30:36 (14%)
45:51 (10%)
31:37 (14%)
30:36 (12%)
43:49 (10%)
view
6 x 6 config/dflash
config/dspark
config/dspark
config/eagle3
config/dflash
config/eagle3
69:74 (10%)
71:76 (10%)
71:76 (10%)
57:62 (12%)
69:74 (10%)
56:61 (12%)
view
6 x 4 deepspec/modeling/dspark/qwen3
deepspec/modeling/eagle3/gemma4
deepspec/modeling/eagle3/qwen3
deepspec/modeling/dspark/gemma4
268:274 (1%)
305:311 (1%)
243:249 (1%)
318:324 (1%)
view
6 x 4 config/dspark
config/dspark
config/dspark
config/dspark
24:32 (12%)
24:32 (12%)
25:33 (10%)
25:33 (10%)
view
Duplicated Units
The list of top 6 duplicated units.
See data for all 6 unit duplicates...
Size#FoldersFilesLinesCode
26 x 2 deepspec/modeling/eagle3/gemma4
deepspec/modeling/dspark/gemma4
22:49 
22:49 
view
14 x 6 config/eagle3
config/eagle3
config/dspark
config/dspark
config/dflash
config/dflash
47:62 
46:61 
61:76 
61:76 
59:74 
59:74 
view
12 x 2 deepspec/modeling/eagle3/gemma4
deepspec/modeling/eagle3/qwen3
398:411 
324:337 
view
8 x 2 deepspec/modeling/dspark/gemma4
deepspec/modeling/dspark/qwen3
419:428 
361:370 
view
6 x 2 deepspec/eval/eagle3
deepspec/eval/dspark
98:105 
99:106 
view
6 x 6 config/eagle3
config/eagle3
config/dspark
config/dspark
config/dflash
config/dflash
47:55 
46:54 
60:68 
60:68 
58:66 
58:66 
view
About This Analysis
  • 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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