GoogleCloudPlatform / agent-starter-pack

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.

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Duplication Overall

58% duplication:

18,577 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
10,845 duplicated lines

15,860 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 (31%) --> src (<1%)	72	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 15,860 duplicates...

Size	#	Folders	Files	Lines	Code
1574	x 2	agents/crewai_coding_crew/notebooks agents/langgraph_base_react/notebooks	evaluating_langgraph_agent.ipynb evaluating_langgraph_agent.ipynb	1:1574 (100%) 1:1574 (100%)	view
1528	x 2	agents/adk_base/notebooks agents/agentic_rag/notebooks	evaluating_adk_agent.ipynb evaluating_adk_agent.ipynb	1:1528 (100%) 1:1528 (100%)	view
321	x 2	agents/adk_base/notebooks agents/agentic_rag/notebooks	adk_app_testing.ipynb adk_app_testing.ipynb	1:321 (100%) 1:321 (100%)	view
308	x 2	agents/agentic_rag/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	664:971 (20%) 726:1033 (19%)	view
308	x 2	agents/agentic_rag/notebooks agents/langgraph_base_react/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	664:971 (20%) 726:1033 (19%)	view
308	x 2	agents/adk_base/notebooks agents/langgraph_base_react/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	664:971 (20%) 726:1033 (19%)	view
308	x 2	agents/adk_base/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	664:971 (20%) 726:1033 (19%)	view
204	x 2	agents/agentic_rag/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	1068:1271 (13%) 1130:1333 (12%)	view
204	x 2	agents/agentic_rag/notebooks agents/langgraph_base_react/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	1068:1271 (13%) 1130:1333 (12%)	view
204	x 2	agents/adk_base/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	1068:1271 (13%) 1130:1333 (12%)	view
204	x 2	agents/adk_base/notebooks agents/langgraph_base_react/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	1068:1271 (13%) 1130:1333 (12%)	view
184	x 2	agents/adk_base/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_crewai_agent.ipynb	1055:1238 (12%) 1106:1289 (11%)	view
184	x 2	agents/agentic_rag/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_crewai_agent.ipynb	1055:1238 (12%) 1106:1289 (11%)	view
175	x 2	agents/crewai_coding_crew/notebooks agents/langgraph_base_react/notebooks	evaluating_crewai_agent.ipynb evaluating_langgraph_agent.ipynb	722:896 (11%) 726:900 (11%)	view
175	x 2	agents/crewai_coding_crew/notebooks agents/crewai_coding_crew/notebooks	evaluating_crewai_agent.ipynb evaluating_langgraph_agent.ipynb	722:896 (11%) 726:900 (11%)	view
175	x 2	agents/adk_base/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_crewai_agent.ipynb	664:838 (11%) 722:896 (11%)	view
175	x 2	agents/agentic_rag/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_crewai_agent.ipynb	664:838 (11%) 722:896 (11%)	view
173	x 2	agents/agentic_rag/notebooks agents/langgraph_base_react/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	325:497 (11%) 357:529 (10%)	view
173	x 2	agents/adk_base/notebooks agents/langgraph_base_react/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	325:497 (11%) 357:529 (10%)	view
173	x 2	agents/agentic_rag/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	325:497 (11%) 357:529 (10%)	view
173	x 2	agents/adk_base/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	325:497 (11%) 357:529 (10%)	view
171	x 2	agents/crewai_coding_crew/notebooks agents/langgraph_base_react/notebooks	evaluating_crewai_agent.ipynb evaluating_langgraph_agent.ipynb	1119:1289 (10%) 1130:1300 (10%)	view
171	x 2	agents/crewai_coding_crew/notebooks agents/crewai_coding_crew/notebooks	evaluating_crewai_agent.ipynb evaluating_langgraph_agent.ipynb	1119:1289 (10%) 1130:1300 (10%)	view
159	x 2	agents/adk_base/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_crewai_agent.ipynb	1240:1398 (10%) 1290:1448 (10%)	view
159	x 2	agents/agentic_rag/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_crewai_agent.ipynb	1240:1398 (10%) 1290:1448 (10%)	view
157	x 2	agents/adk_base/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	1284:1440 (10%) 1331:1487 (9%)	view
157	x 2	agents/agentic_rag/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	1284:1440 (10%) 1331:1487 (9%)	view
157	x 2	agents/agentic_rag/notebooks agents/langgraph_base_react/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	1284:1440 (10%) 1331:1487 (9%)	view
157	x 2	agents/adk_base/notebooks agents/langgraph_base_react/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	1284:1440 (10%) 1331:1487 (9%)	view
154	x 2	src/data_ingestion/data_...ion_pipeline/components src/data_ingestion/data_...ion_pipeline/components	process_data.py process_data.py	42:287 (42%) 342:587 (42%)	view
146	x 2	agents/adk_base/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_crewai_agent.ipynb	352:497 (9%) 370:515 (9%)	view
146	x 2	agents/agentic_rag/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_crewai_agent.ipynb	352:497 (9%) 370:515 (9%)	view
146	x 2	agents/crewai_coding_crew/notebooks agents/crewai_coding_crew/notebooks	evaluating_crewai_agent.ipynb evaluating_langgraph_agent.ipynb	370:515 (9%) 384:529 (9%)	view
146	x 2	agents/crewai_coding_crew/notebooks agents/langgraph_base_react/notebooks	evaluating_crewai_agent.ipynb evaluating_langgraph_agent.ipynb	370:515 (9%) 384:529 (9%)	view
115	x 2	agents/crewai_coding_crew/notebooks agents/crewai_coding_crew/notebooks	evaluating_crewai_agent.ipynb evaluating_langgraph_agent.ipynb	1334:1448 (7%) 1331:1445 (7%)	view
115	x 2	agents/crewai_coding_crew/notebooks agents/langgraph_base_react/notebooks	evaluating_crewai_agent.ipynb evaluating_langgraph_agent.ipynb	1334:1448 (7%) 1331:1445 (7%)	view
104	x 2	agents/crewai_coding_crew/notebooks agents/crewai_coding_crew/notebooks	evaluating_crewai_agent.ipynb evaluating_langgraph_agent.ipynb	897:1000 (6%) 902:1005 (6%)	view
104	x 2	agents/adk_base/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_crewai_agent.ipynb	840:943 (6%) 897:1000 (6%)	view
104	x 2	agents/agentic_rag/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_crewai_agent.ipynb	840:943 (6%) 897:1000 (6%)	view
104	x 2	agents/crewai_coding_crew/notebooks agents/langgraph_base_react/notebooks	evaluating_crewai_agent.ipynb evaluating_langgraph_agent.ipynb	897:1000 (6%) 902:1005 (6%)	view
103	x 2	agents/adk_base/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_crewai_agent.ipynb	948:1050 (6%) 1002:1104 (6%)	view
103	x 2	agents/agentic_rag/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_crewai_agent.ipynb	948:1050 (6%) 1002:1104 (6%)	view
97	x 2	agents/crewai_coding_crew/notebooks agents/langgraph_base_react/notebooks	evaluating_crewai_agent.ipynb evaluating_langgraph_agent.ipynb	151:247 (6%) 148:244 (6%)	view
97	x 2	agents/crewai_coding_crew/notebooks agents/crewai_coding_crew/notebooks	evaluating_crewai_agent.ipynb evaluating_langgraph_agent.ipynb	151:247 (6%) 148:244 (6%)	view
83	x 2	agents/agentic_rag/notebooks agents/langgraph_base_react/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	984:1066 (5%) 1046:1128 (5%)	view
83	x 2	agents/agentic_rag/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	984:1066 (5%) 1046:1128 (5%)	view
83	x 2	agents/adk_base/notebooks agents/langgraph_base_react/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	984:1066 (5%) 1046:1128 (5%)	view
83	x 2	agents/adk_base/notebooks agents/crewai_coding_crew/notebooks	evaluating_adk_agent.ipynb evaluating_langgraph_agent.ipynb	984:1066 (5%) 1046:1128 (5%)	view
74	x 2	src/frontends/streamlit/frontend src/frontends/streamlit_adk/frontend	side_bar.py side_bar.py	23:112 (44%) 23:112 (44%)	view
67	x 2	agents/crewai_coding_crew/notebooks agents/langgraph_base_react/notebooks	evaluating_crewai_agent.ipynb evaluating_langgraph_agent.ipynb	1038:1104 (4%) 1046:1112 (4%)	view

Duplicated Units

The list of top 1 duplicated units.

See data for all 1 unit duplicate

Size	#	Folders	Files	Lines	Code
16	x 2	src/frontends/streamlit/frontend/utils src/frontends/streamlit_adk/frontend/utils	chat_utils.py chat_utils.py	0:0 0:0	view