azure / agent-innovator-lab

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

61% duplication:

19,604 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
11,996 duplicated lines

13,373 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
2_eval-design-ptn (23%) --> 3_optimization-design-ptn (17%)	1661	30 file pairs	details...
0_basic-agent (89%) --> 2_eval-design-ptn (18%)	1315	18 file pairs	details...
0_basic-rag (55%) --> 2_eval-design-ptn (16%)	1156	6 file pairs	details...
1_agentic-design-ptn (3%) --> 2_eval-design-ptn (10%)	738	78 file pairs	details...
0_basic-agent (45%) --> 3_optimization-design-ptn (7%)	671	15 file pairs	details...
0_basic-rag (28%) --> 3_optimization-design-ptn (6%)	601	5 file pairs	details...
1_agentic-design-ptn (2%) --> 3_optimization-design-ptn (5%)	520	65 file pairs	details...
0_basic-agent (34%) --> 1_agentic-design-ptn (2%)	504	39 file pairs	details...
0_basic-agent (20%) --> 0_basic-rag (14%)	307	3 file pairs	details...
0_basic-rag (14%) --> 1_agentic-design-ptn (1%)	294	13 file pairs	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 13,373 duplicates...

Size	#	Folders	Files	Lines	Code
230	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	02.1_corrective-rag.ipynb 02.2_corrective-rag-eval-sdk.ipynb	190:419 (35%) 209:438 (34%)	view
228	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	02.1_corrective-rag.ipynb 02.2_corrective-rag-eval-sdk.ipynb	423:650 (35%) 440:667 (34%)	view
179	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	03.1_adaptive-rag.ipynb 03.2_adaptive-rag-eval-sdk.ipynb	417:595 (20%) 427:605 (20%)	view
169	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.1_self-rag.ipynb 01.2_self-rag-eval-sdk.ipynb	574:742 (22%) 597:765 (21%)	view
158	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	03.1_adaptive-rag.ipynb 03.2_adaptive-rag-eval-sdk.ipynb	703:860 (18%) 711:868 (18%)	view
136	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.1_self-rag.ipynb 01.2_self-rag-eval-sdk.ipynb	351:486 (17%) 375:510 (17%)	view
131	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	02.1_safety-evaluator.ipynb 03.1_adversarial-simulator.ipynb	1:131 (25%) 1:131 (32%)	view
95	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.1_self-rag.ipynb 01.2_self-rag-eval-sdk.ipynb	47:141 (12%) 91:185 (12%)	view
93	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.2_batch-eval-with-your-data.ipynb 01.6_batch-eval-with-custom_eval.ipynb	9:101 (14%) 9:101 (11%)	view
92	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	02.1_corrective-rag.ipynb 02.2_corrective-rag-eval-sdk.ipynb	10:101 (14%) 17:108 (13%)	view
91	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	03.1_adaptive-rag.ipynb 03.2_adaptive-rag-eval-sdk.ipynb	599:689 (10%) 607:697 (10%)	view
78	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	03.1_adaptive-rag.ipynb 03.2_adaptive-rag-eval-sdk.ipynb	49:126 (9%) 93:170 (8%)	view
73	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.1_quality-evaluator.ipynb 01.2_batch-eval-with-your-data.ipynb	8:80 (14%) 8:80 (11%)	view
72	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.1_quality-evaluator.ipynb 01.6_batch-eval-with-custom_eval.ipynb	9:80 (14%) 9:80 (8%)	view
72	x 2	1_agentic-design-ptn/01_reflection/AutoGen 1_agentic-design-ptn/01_reflection/AutoGen	02.1_corrective-rag-eval-sdk.ipynb 03.1_adaptive-rag-eval-sdk.ipynb	301:372 (8%) 517:588 (5%)	view
70	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.2_batch-eval-with-your-data.ipynb 03.1_adversarial-simulator.ipynb	21:90 (10%) 17:86 (17%)	view
70	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.6_batch-eval-with-custom_eval.ipynb 03.1_adversarial-simulator.ipynb	21:90 (8%) 17:86 (17%)	view
70	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.2_batch-eval-with-your-data.ipynb 02.1_safety-evaluator.ipynb	21:90 (10%) 17:86 (13%)	view
70	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.6_batch-eval-with-custom_eval.ipynb 02.1_safety-evaluator.ipynb	21:90 (8%) 17:86 (13%)	view
68	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.1_self-rag.ipynb 01.2_self-rag-eval-sdk.ipynb	490:557 (8%) 512:579 (8%)	view
68	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	02.1_safety-evaluator.ipynb 03.1_adversarial-simulator.ipynb	366:433 (12%) 227:294 (16%)	view
60	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.1_quality-evaluator.ipynb 03.1_adversarial-simulator.ipynb	21:80 (12%) 17:76 (14%)	view
60	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.1_quality-evaluator.ipynb 02.1_safety-evaluator.ipynb	21:80 (12%) 17:76 (11%)	view
57	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	02.1_safety-evaluator.ipynb 03.1_adversarial-simulator.ipynb	431:487 (10%) 310:366 (14%)	view
56	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	03.1_adaptive-rag.ipynb 03.2_adaptive-rag-eval-sdk.ipynb	267:322 (6%) 302:357 (6%)	view
54	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.1_self-rag.ipynb 01.2_self-rag-eval-sdk.ipynb	196:249 (7%) 252:305 (6%)	view
53	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.1_quality-evaluator.ipynb 01.5_custom-evaluator.ipynb	9:61 (10%) 9:61 (11%)	view
53	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.5_custom-evaluator.ipynb 01.6_batch-eval-with-custom_eval.ipynb	9:61 (11%) 9:61 (6%)	view
53	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.2_batch-eval-with-your-data.ipynb 01.5_custom-evaluator.ipynb	9:61 (8%) 9:61 (11%)	view
52	x 2	1_agentic-design-ptn/01_reflection/AutoGen 1_agentic-design-ptn/01_reflection/AutoGen	01.1_self-rag-eval-sdk.ipynb 03.1_adaptive-rag-eval-sdk.ipynb	26:77 (5%) 28:79 (3%)	view
51	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.2_batch-eval-with-your-data.ipynb 01.6_batch-eval-with-custom_eval.ipynb	519:569 (7%) 721:771 (6%)	view
46	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.2_self-rag-eval-sdk.ipynb 02.2_corrective-rag-eval-sdk.ipynb	187:232 (5%) 144:189 (6%)	view
46	x 2	1_agentic-design-ptn/01_reflection/AutoGen 1_agentic-design-ptn/01_reflection/AutoGen	01.1_self-rag-eval-sdk.ipynb 03.1_adaptive-rag-eval-sdk.ipynb	253:298 (5%) 381:426 (3%)	view
41	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	03.1_adaptive-rag.ipynb 03.2_adaptive-rag-eval-sdk.ipynb	126:166 (4%) 169:209 (4%)	view
41	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.5_custom-evaluator.ipynb 02.1_safety-evaluator.ipynb	21:61 (9%) 17:57 (7%)	view
41	x 2	2_eval-design-ptn/02_azure-evaluation-sdk 2_eval-design-ptn/02_azure-evaluation-sdk	01.5_custom-evaluator.ipynb 03.1_adversarial-simulator.ipynb	21:61 (9%) 17:57 (10%)	view
41	x 2	1_agentic-design-ptn/01_reflection/AutoGen 1_agentic-design-ptn/01_reflection/AutoGen	01.1_self-rag-eval-sdk.ipynb 03.1_adaptive-rag-eval-sdk.ipynb	513:553 (4%) 791:831 (2%)	view
41	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	03.1_adaptive-rag.ipynb 03.2_adaptive-rag-eval-sdk.ipynb	11:51 (4%) 18:58 (4%)	view
38	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.2_self-rag-eval-sdk.ipynb 03.2_adaptive-rag-eval-sdk.ipynb	194:231 (4%) 232:269 (4%)	view
38	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	02.2_corrective-rag-eval-sdk.ipynb 03.2_adaptive-rag-eval-sdk.ipynb	151:188 (5%) 232:269 (4%)	view
35	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.2_self-rag-eval-sdk.ipynb 03.2_adaptive-rag-eval-sdk.ipynb	60:94 (4%) 62:96 (4%)	view
34	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	02.1_corrective-rag.ipynb 03.2_adaptive-rag-eval-sdk.ipynb	68:101 (5%) 112:145 (3%)	view
34	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.2_self-rag-eval-sdk.ipynb 02.2_corrective-rag-eval-sdk.ipynb	118:151 (4%) 75:108 (5%)	view
34	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	02.2_corrective-rag-eval-sdk.ipynb 03.1_adaptive-rag.ipynb	75:108 (5%) 68:101 (3%)	view
34	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.1_self-rag.ipynb 02.1_corrective-rag.ipynb	74:107 (4%) 68:101 (5%)	view
34	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.2_self-rag-eval-sdk.ipynb 03.2_adaptive-rag-eval-sdk.ipynb	118:151 (4%) 112:145 (3%)	view
34	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.1_self-rag.ipynb 02.2_corrective-rag-eval-sdk.ipynb	74:107 (4%) 75:108 (5%)	view
34	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	02.1_corrective-rag.ipynb 03.1_adaptive-rag.ipynb	68:101 (5%) 68:101 (3%)	view
34	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.1_self-rag.ipynb 03.1_adaptive-rag.ipynb	74:107 (4%) 68:101 (3%)	view
34	x 2	1_agentic-design-ptn/01_reflection/LangGraph 1_agentic-design-ptn/01_reflection/LangGraph	01.1_self-rag.ipynb 03.2_adaptive-rag-eval-sdk.ipynb	74:107 (4%) 112:145 (3%)	view