openai / openai-guardrails-python Duplication

openai / openai-guardrails-python

Duplication

Places in code with 6 or more lines that are exactly the same.

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...

To learn more about duplications and techniques for eliminating duplication, Sokrates recommends the following resources:

Avoid Repetition, MartinFlower.com (IEEE Software article)
Refactoring duplicated code, sourcemaking.com
Beck Design Rules, MartinFowler.com
DRY (Don't Repeat Yourself) Principle, Wikipedia
The Cut-and-Paste Programming Software Development Anti-Pattern, sourcemaking.com
Code Smells / Duplicated Code, Jeff Atwood, codinghorror.com:

"Duplicated code is the bane of software development. Stamp out duplication whenever possible. You should always be on the lookout for more subtle cases of near-duplication, too. Don't Repeat Yourself!"

Reducing Coupling, MartinFlower.com (IEEE Software article):

"There are several ways to describe coupling, but it boils down to this: If changing one module in a program requires changing another module, then coupling exists. ... Duplication always implies coupling, because changing one piece of duplicate code implies changing the other."

Duplication Overall

17% duplication:

6,322 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
1,103 duplicated lines

141 duplicates

dependency graphs: 2D graph | 2D graph (with duplicates)... | 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 141 duplicates...

Size	#	Folders	Files	Lines	Code
44	x 2	src/guardrails src/guardrails	client.py client.py	256:311 (8%) 591:646 (8%)	view
29	x 2	src/guardrails src/guardrails	client.py client.py	442:476 (5%) 781:815 (5%)	view
27	x 2	src/guardrails src/guardrails	client.py client.py	399:441 (5%) 734:775 (5%)	view
25	x 2	src/guardrails/resources/chat src/guardrails/resources/responses	chat.py responses.py	99:126 (23%) 81:108 (10%)	view
24	x 2	src/guardrails src/guardrails	client.py client.py	217:254 (4%) 554:589 (4%)	view
17	x 2	src/guardrails/resources/chat src/guardrails/resources/responses	chat.py responses.py	177:194 (15%) 318:335 (6%)	view
17	x 2	src/guardrails/resources/responses src/guardrails/resources/responses	responses.py responses.py	252:269 (6%) 318:335 (6%)	view
17	x 2	src/guardrails src/guardrails	client.py client.py	440:460 (3%) 598:618 (3%)	view
17	x 2	src/guardrails src/guardrails	client.py client.py	263:283 (3%) 440:460 (3%)	view
17	x 2	src/guardrails/resources/chat src/guardrails/resources/responses	chat.py responses.py	177:194 (15%) 252:269 (6%)	view
16	x 2	src/guardrails/resources/responses src/guardrails/resources/responses	responses.py responses.py	221:242 (6%) 287:308 (6%)	view
16	x 2	src/guardrails/evals/core src/guardrails/evals/core	visualizer.py visualizer.py	234:257 (7%) 281:304 (7%)	view
15	x 2	src/guardrails src/guardrails	client.py client.py	600:618 (2%) 781:799 (2%)	view
15	x 2	src/guardrails src/guardrails	client.py client.py	265:283 (2%) 781:799 (2%)	view
14	x 2	src/guardrails src/guardrails	_streaming.py _streaming.py	56:74 (15%) 112:130 (15%)	view
13	x 2	src/guardrails src/guardrails/checks/text	_base_client.py pii.py	436:453 (4%) 716:733 (3%)	view
13	x 2	src/guardrails src/guardrails	client.py client.py	545:564 (2%) 694:713 (2%)	view
12	x 2	src/guardrails src/guardrails/evals/core	agents.py async_engine.py	390:405 (3%) 57:71 (4%)	view
12	x 2	src/guardrails src/guardrails	agents.py agents.py	281:295 (3%) 339:353 (3%)	view
11	x 2	src/guardrails/resources/responses src/guardrails/resources/responses	responses.py responses.py	57:72 (4%) 124:139 (4%)	view
10	x 2	src/guardrails src/guardrails	client.py client.py	470:482 (1%) 626:638 (1%)	view
10	x 2	src/guardrails src/guardrails	client.py client.py	217:230 (1%) 384:397 (1%)	view
10	x 2	src/guardrails/resources/responses src/guardrails/resources/responses	responses.py responses.py	43:54 (4%) 208:218 (4%)	view
10	x 2	src/guardrails src/guardrails	client.py client.py	384:397 (1%) 554:567 (1%)	view
10	x 2	src/guardrails src/guardrails	client.py client.py	196:205 (1%) 363:372 (1%)	view
10	x 2	src/guardrails src/guardrails	_streaming.py _streaming.py	43:54 (11%) 99:110 (11%)	view
10	x 2	src/guardrails src/guardrails	_streaming.py _streaming.py	107:116 (11%) 127:136 (11%)	view
10	x 2	src/guardrails src/guardrails	_streaming.py _streaming.py	51:60 (11%) 71:80 (11%)	view
10	x 2	src/guardrails src/guardrails	client.py client.py	291:303 (1%) 470:482 (1%)	view
10	x 2	src/guardrails/evals/core src/guardrails/evals/core	async_engine.py async_engine.py	402:412 (3%) 416:426 (3%)	view
9	x 2	src/guardrails src/guardrails	client.py client.py	500:526 (1%) 654:678 (1%)	view
9	x 2	src/guardrails src/guardrails	agents.py agents.py	258:268 (2%) 317:327 (2%)	view
9	x 2	src/guardrails/resources/responses src/guardrails/resources/responses	responses.py responses.py	81:90 (3%) 147:156 (3%)	view
9	x 2	src/guardrails/resources/responses src/guardrails/resources/responses	responses.py responses.py	70:78 (3%) 240:248 (3%)	view
9	x 2	src/guardrails/resources/responses src/guardrails/resources/responses	responses.py responses.py	203:213 (3%) 273:283 (3%)	view
9	x 2	src/guardrails/resources/chat src/guardrails/resources/responses	chat.py responses.py	99:108 (8%) 147:156 (3%)	view
9	x 2	src/guardrails src/guardrails	client.py client.py	587:597 (1%) 752:765 (1%)	view
9	x 2	src/guardrails src/guardrails	client.py client.py	419:432 (1%) 587:597 (1%)	view
8	x 2	src/guardrails src/guardrails	client.py client.py	529:539 (1%) 681:689 (1%)	view
8	x 2	src/guardrails src/guardrails	client.py client.py	217:227 (1%) 703:713 (1%)	view
8	x 2	src/guardrails/resources/responses src/guardrails/resources/responses	responses.py responses.py	40:48 (3%) 112:120 (3%)	view
8	x 2	src/guardrails src/guardrails	client.py client.py	384:394 (1%) 703:713 (1%)	view
8	x 2	src/guardrails/resources/chat src/guardrails/resources/chat	chat.py chat.py	89:96 (7%) 166:173 (7%)	view
8	x 2	src/guardrails src/guardrails	client.py client.py	153:173 (1%) 320:340 (1%)	view
8	x 2	src/guardrails src/guardrails	client.py client.py	482:490 (1%) 820:828 (1%)	view
8	x 2	src/guardrails/evals/core src/guardrails/evals/core	benchmark_calculator.py visualizer.py	48:57 (9%) 142:151 (3%)	view
8	x 2	src/guardrails src/guardrails	agents.py agents.py	250:257 (2%) 308:315 (2%)	view
8	x 2	src/guardrails/evals src/guardrails/evals	__init__.py guardrail_evals.py	11:18 (29%) 30:37 (1%)	view
7	x 2	src/guardrails src/guardrails	client.py client.py	347:357 (1%) 529:538 (1%)	view
7	x 2	src/guardrails src/guardrails	client.py client.py	347:357 (1%) 681:688 (1%)	view

Most Frequent Duplicates

The list of 50 most frequently found duplicates.

Size	#	Folders	Files	Lines	Code
6	x 11	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses src/guardrails/resources/responses src/guardrails/resources/responses src/guardrails/resources/responses src/guardrails/resources/responses src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/chat ...	responses.py chat.py responses.py responses.py responses.py responses.py responses.py responses.py chat.py chat.py ...	95:100 (2%) 113:118 (5%) 103:108 (2%) 159:164 (2%) 256:261 (2%) 264:269 (2%) 322:327 (2%) 330:335 (2%) 121:126 (5%) 181:186 (5%) ...	view
6	x 5	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses src/guardrails/resources/responses src/guardrails/resources/chat	responses.py chat.py responses.py responses.py chat.py	96:101 (2%) 114:119 (5%) 257:262 (2%) 323:328 (2%) 182:187 (5%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	267:272 (1%) 444:449 (1%) 602:607 (1%) 783:788 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	180:189 (1%) 347:356 (1%) 529:537 (1%) 681:687 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	292:297 (1%) 471:476 (1%) 627:632 (1%) 810:815 (1%)	view
6	x 4	src/guardrails/resources/responses src/guardrails/resources/responses src/guardrails/resources/responses src/guardrails/resources/responses	responses.py responses.py responses.py responses.py	43:48 (2%) 115:120 (2%) 208:213 (2%) 278:283 (2%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	269:274 (1%) 446:451 (1%) 604:609 (1%) 785:790 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	265:271 (1%) 442:448 (1%) 600:606 (1%) 781:787 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	217:224 (1%) 384:391 (1%) 554:561 (1%) 703:710 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	275:283 (1%) 452:460 (1%) 610:618 (1%) 791:799 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	273:280 (1%) 450:457 (1%) 608:615 (1%) 789:796 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	270:275 (1%) 447:452 (1%) 605:610 (1%) 786:791 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	220:227 (1%) 387:394 (1%) 557:564 (1%) 706:713 (1%)	view
6	x 4	src/guardrails/resources/responses src/guardrails/resources/responses src/guardrails/resources/responses src/guardrails/resources/responses	responses.py responses.py responses.py responses.py	58:65 (2%) 125:132 (2%) 222:229 (2%) 288:295 (2%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	272:279 (1%) 449:456 (1%) 607:614 (1%) 788:795 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	268:273 (1%) 445:450 (1%) 603:608 (1%) 784:789 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	271:278 (1%) 448:455 (1%) 606:613 (1%) 787:794 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	219:225 (1%) 386:392 (1%) 556:562 (1%) 705:711 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	274:281 (1%) 451:458 (1%) 609:616 (1%) 790:797 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	183:190 (1%) 350:357 (1%) 531:538 (1%) 682:688 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	305:311 (1%) 484:490 (1%) 640:646 (1%) 822:828 (1%)	view
6	x 4	src/guardrails src/guardrails src/guardrails src/guardrails	client.py client.py client.py client.py	291:296 (1%) 470:475 (1%) 626:631 (1%) 809:814 (1%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	262:267 (2%) 187:192 (5%) 328:333 (2%)	view
6	x 3	src/guardrails src/guardrails src/guardrails	client.py client.py client.py	264:270 (1%) 441:447 (1%) 599:605 (1%)	view
6	x 3	src/guardrails src/guardrails src/guardrails	client.py client.py client.py	420:426 (1%) 588:594 (1%) 753:759 (1%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	254:259 (2%) 179:184 (5%) 320:325 (2%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	81:87 (2%) 99:105 (5%) 147:153 (2%)	view
6	x 3	src/guardrails src/guardrails src/guardrails	client.py client.py client.py	263:269 (1%) 440:446 (1%) 598:604 (1%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	255:260 (2%) 180:185 (5%) 321:326 (2%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	261:266 (2%) 186:191 (5%) 327:332 (2%)	view
6	x 3	src/guardrails src/guardrails src/guardrails	client.py client.py client.py	222:229 (1%) 389:396 (1%) 559:566 (1%)	view
6	x 3	src/guardrails src/guardrails src/guardrails	client.py client.py client.py	223:230 (1%) 390:397 (1%) 560:567 (1%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	84:89 (2%) 102:107 (5%) 150:155 (2%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	233:240 (2%) 160:166 (5%) 299:306 (2%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	85:90 (2%) 103:108 (5%) 151:156 (2%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	258:263 (2%) 183:188 (5%) 324:329 (2%)	view
6	x 3	src/guardrails/evals/core src/guardrails/evals/core src/guardrails/evals/core	async_engine.py async_engine.py async_engine.py	407:412 (2%) 421:426 (2%) 430:435 (2%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	260:265 (2%) 185:190 (5%) 326:331 (2%)	view
6	x 3	src/guardrails src/guardrails src/guardrails	client.py client.py client.py	293:300 (1%) 472:479 (1%) 628:635 (1%)	view
6	x 3	src/guardrails src/guardrails src/guardrails	client.py client.py client.py	422:432 (1%) 590:597 (1%) 755:765 (1%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	252:258 (2%) 177:183 (5%) 318:324 (2%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	82:88 (2%) 100:106 (5%) 148:154 (2%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	102:107 (2%) 120:125 (5%) 158:163 (2%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	263:268 (2%) 188:193 (5%) 329:334 (2%)	view
6	x 3	src/guardrails/evals/core src/guardrails/evals/core src/guardrails/evals/core	async_engine.py async_engine.py async_engine.py	406:411 (2%) 420:425 (2%) 429:434 (2%)	view
6	x 3	src/guardrails src/guardrails src/guardrails	client.py client.py client.py	295:303 (1%) 474:482 (1%) 630:638 (1%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	259:264 (2%) 184:189 (5%) 325:330 (2%)	view
6	x 3	src/guardrails src/guardrails src/guardrails	client.py client.py client.py	419:424 (1%) 587:592 (1%) 752:757 (1%)	view
6	x 3	src/guardrails/resources/responses src/guardrails/resources/chat src/guardrails/resources/responses	responses.py chat.py responses.py	221:226 (2%) 148:153 (5%) 287:292 (2%)	view
6	x 3	src/guardrails src/guardrails src/guardrails	client.py client.py client.py	421:427 (1%) 589:595 (1%) 754:760 (1%)	view