google-gemini / deprecated-generative-ai-python 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

30% duplication:

8,281 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
2,495 duplicated lines

234 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 234 duplicates...

Size	#	Folders	Files	Lines	Code
136	x 2	google/generativeai google/generativeai/types	responder.py content_types.py	71:269 (32%) 343:541 (19%)	view
70	x 2	google/generativeai/types google/generativeai/types	palm_safety_types.py safety_types.py	111:213 (36%) 100:202 (34%)	view
52	x 2	google/generativeai google/generativeai/types	responder.py content_types.py	525:597 (12%) 898:970 (7%)	view
44	x 2	google/generativeai/types google/generativeai/types	palm_safety_types.py safety_types.py	234:286 (22%) 251:303 (21%)	view
39	x 2	google/generativeai google/generativeai/types	responder.py content_types.py	347:399 (9%) 616:668 (5%)	view
35	x 2	google/generativeai google/generativeai/types	responder.py content_types.py	285:343 (8%) 554:612 (5%)	view
30	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	1250:1287 (2%) 1340:1377 (2%)	view
24	x 2	google/generativeai google/generativeai	generative_models.py generative_models.py	629:655 (4%) 736:762 (4%)	view
24	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	1289:1318 (2%) 1379:1408 (2%)	view
24	x 2	google/generativeai google/generativeai	embedding.py embedding.py	171:197 (11%) 265:290 (11%)	view
22	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	787:811 (1%) 831:855 (1%)	view
19	x 2	google/generativeai/notebook google/generativeai/notebook	flag_def.py flag_def.py	188:209 (6%) 243:264 (6%)	view
19	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	401:433 (1%) 1153:1185 (1%)	view
18	x 2	google/generativeai google/generativeai/types	responder.py content_types.py	497:523 (4%) 865:891 (2%)	view
17	x 2	google/generativeai google/generativeai	generative_models.py generative_models.py	554:576 (3%) 683:705 (3%)	view
17	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	1625:1646 (1%) 1665:1686 (1%)	view
17	x 2	google/generativeai/notebook/lib google/generativeai/notebook/lib	llmfn_post_process_cmds.py llmfn_post_process_cmds.py	124:143 (12%) 154:173 (12%)	view
16	x 2	google/generativeai google/generativeai/types	responder.py content_types.py	433:456 (3%) 767:790 (2%)	view
15	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	522:540 (1%) 1096:1114 (1%)	view
15	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	445:464 (1%) 1196:1215 (1%)	view
15	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	504:520 (1%) 549:565 (1%)	view
15	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	1078:1094 (1%) 1123:1139 (1%)	view
15	x 2	google/generativeai/notebook google/generativeai/notebook	eval_cmd.py run_cmd.py	34:58 (50%) 34:58 (50%)	view
15	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	296:312 (1%) 332:348 (1%)	view
15	x 2	google/generativeai google/generativeai/types	responder.py content_types.py	601:622 (3%) 974:995 (2%)	view
15	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	401:427 (1%) 1596:1622 (1%)	view
15	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	1153:1179 (1%) 1596:1622 (1%)	view
14	x 2	google/generativeai google/generativeai	embedding.py embedding.py	199:212 (6%) 292:305 (6%)	view
14	x 2	google/generativeai/notebook/lib google/generativeai/notebook/lib	llm_function.py llm_function.py	256:271 (4%) 367:382 (4%)	view
14	x 2	google/generativeai/types google/generativeai/types	permission_types.py permission_types.py	171:186 (4%) 201:216 (4%)	view
14	x 2	google/generativeai google/generativeai	answer.py answer.py	242:295 (7%) 314:348 (7%)	view
13	x 2	google/generativeai/types google/generativeai/types	palm_safety_types.py safety_types.py	30:44 (6%) 30:44 (6%)	view
13	x 2	google/generativeai/notebook google/generativeai/notebook	compile_cmd.py run_cmd.py	31:50 (46%) 34:53 (43%)	view
13	x 2	google/generativeai/notebook google/generativeai/notebook	compile_cmd.py eval_cmd.py	31:50 (46%) 34:53 (43%)	view
12	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	1181:1194 (1%) 1211:1224 (1%)	view
12	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	429:443 (1%) 460:474 (1%)	view
12	x 2	google/generativeai/types google/generativeai/types	generation_types.py generation_types.py	636:648 (2%) 703:715 (2%)	view
11	x 2	google/generativeai google/generativeai	generative_models.py generative_models.py	592:604 (1%) 721:733 (1%)	view
11	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	445:458 (<1%) 1649:1662 (<1%)	view
11	x 2	google/generativeai google/generativeai	generative_models.py generative_models.py	400:410 (1%) 427:437 (1%)	view
11	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	991:1004 (<1%) 1443:1456 (<1%)	view
11	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	962:984 (<1%) 1418:1437 (<1%)	view
11	x 2	google/generativeai google/generativeai/types	responder.py content_types.py	481:495 (2%) 848:862 (1%)	view
11	x 2	google/generativeai/types google/generativeai/types	retriever_types.py retriever_types.py	1196:1209 (<1%) 1649:1662 (<1%)	view
11	x 2	google/generativeai google/generativeai	generative_models.py generative_models.py	302:314 (1%) 356:368 (1%)	view
10	x 2	google/generativeai/types google/generativeai/types	generation_types.py generation_types.py	674:685 (2%) 741:752 (2%)	view
10	x 2	google/generativeai google/generativeai	generative_models.py generative_models.py	579:590 (1%) 708:719 (1%)	view
10	x 2	google/generativeai google/generativeai	permission.py permission.py	125:146 (10%) 154:166 (10%)	view
10	x 2	google/generativeai/notebook/lib google/generativeai/notebook/lib	llmfn_post_process_cmds.py llmfn_post_process_cmds.py	184:193 (7%) 223:232 (7%)	view
10	x 2	google/generativeai google/generativeai	generative_models.py generative_models.py	658:669 (1%) 765:776 (1%)	view