optionchain_simulator 0.0.3

OptionChain-Simulator is a lightweight REST API service that simulates an evolving option chain with every request. It is designed for developers building or testing trading systems, backtesters, and visual tools that depend on option data streams but want to avoid relying on live data feeds.
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
//! # OptionChain-Simulator API and Architecture
//!
//! ## System Architecture
//!
//! ```mermaid
//! flowchart TD
//! Client[Client Applications] --> API[API Layer]
//! API --> SM[Session Management]
//! SM --> App[Application Layer]
//! App --> Domain[Domain Layer]
//! App --> Infra[Infrastructure Layer]
//! Domain --> SimEngine[Simulation Engine]
//! Infra --> ClickHouse[(ClickHouse DB)]
//! Infra --> Redis[(Redis)]
//! Infra --> MongoDB[(MongoDB)]
//! ```
//!
//! ## Session State Transitions
//!
//! ```mermaid
//! stateDiagram-v2
//! [*] --> Initialized: POST /api/v1/chain
//! Initialized --> InProgress: GET
//! InProgress --> InProgress: GET
//! InProgress --> Modified: PATCH
//! Modified --> InProgress: GET
//! InProgress --> Reinitialized: PUT
//! Modified --> Reinitialized: PUT
//! Reinitialized --> InProgress: GET
//! Initialized --> [*]: DELETE
//! InProgress --> [*]: DELETE
//! Modified --> [*]: DELETE
//! Reinitialized --> [*]: DELETE
//! ```
//!
//! ## API Request Flow
//!
//! ```mermaid
//! sequenceDiagram
//! participant Client
//! participant API as REST API
//! participant SM as Session Manager
//! participant SS as Simulator Service
//!
//! Client->>API: POST /api/v1/chain
//! API->>SM: Create new session
//! SM->>SS: Initialize simulation
//! SS-->>SM: Initial state
//! SM-->>API: Session created (id: abc123)
//! API-->>Client: 201 Created (session details)
//!
//! Client->>API: GET /api/v1/chain
//! API->>SM: Get next step
//! SM->>SS: Advance simulation
//! SS-->>SM: Step data
//! SM-->>API: Chain data
//! API-->>Client: 200 OK (Chain data)
//! ```
//!
//! ## REST API Endpoints
//!
//! The OptionChain-Simulator exposes the following REST API endpoints:
//!
//! | Method | Endpoint       | Action           | Description                                      |
//! |--------|---------------|------------------|--------------------------------------------------|
//! | POST   | /api/v1/chain | Create Session   | Creates a new simulation session                 |
//! | GET    | /api/v1/chain | Read Next Step   | Gets the next step in the simulation            |
//! | PUT    | /api/v1/chain | Replace Session  | Completely replaces session parameters          |
//! | PATCH  | /api/v1/chain | Update Parameters| Updates specific session parameters             |
//! | DELETE | /api/v1/chain | Delete Session   | Terminates and removes a session                 |
//!
//! ## Request/Response Models
//!
//! ### 1. Create Session (POST /api/v1/chain)
//!
//! **Request Body:**
//! ```json
//! {
//!   "symbol": "AAPL",
//!   "steps": 10,
//!   "initial_price": 185.5,
//!   "days_to_expiration": 45.0,
//!   "volatility": 0.25,
//!   "risk_free_rate": 0.04,
//!   "dividend_yield": 0.005,
//!   "method": {
//!     "GeometricBrownian": {
//!       "dt": 0.004,
//!       "drift": 0.05,
//!       "volatility": 0.25
//!     }
//!   },
//!   "time_frame": "Day",
//!   "chain_size": 15,
//!   "strike_interval": 5.0,
//!   "smile_curve": 0.0005,
//!   "spread": 0.02
//! }
//! ```
//!
//! **Response (201 Created):**
//! ```json
//! {
//!     "id": "6af613b6-569c-5c22-9c37-2ed93f31d3af",
//!     "created_at": "2025-04-21T15:37:30.518022+00:00",
//!     "updated_at": "2025-04-21T15:37:30.518022+00:00",
//!     "parameters": {
//!         "symbol": "AAPL",
//!         "initial_price": 185.5,
//!         "volatility": 0.25,
//!         "risk_free_rate": 0.04,
//!         "method": "GeometricBrownian { dt: 0.004, drift: 0.05, volatility: 0.25 }",
//!         "time_frame": "day",
//!         "dividend_yield": 0.005,
//!         "smile_curve": 0.0005,
//!         "spread": 0.02
//!     },
//!     "current_step": 0,
//!     "total_steps": 10,
//!     "state": "Initialized"
//! }
//! ```
//!
//! ### 2. Get Next Step (GET /api/v1/chain?sessionid=6af613b6-569c-5c22-9c37-2ed93f31d3af)
//!
//! **Response (200 OK):**
//! ```json
//! {
//!     "underlying": "AAPL",
//!     "timestamp": "2025-04-21T15:33:03.597061+00:00",
//!     "price": 185.299430466522,
//!     "contracts": [
//!         {
//!             "strike": 160.0,
//!             "expiration": "2025-06-05",
//!             "call": {
//!                 "bid": 26.08,
//!                 "ask": 26.1,
//!                 "mid": 26.09,
//!                 "delta": 0.9993778215543331
//!             },
//!             "put": {
//!                 "bid": null,
//!                 "ask": null,
//!                 "mid": null,
//!                 "delta": -4.2479708093406946e-6
//!             },
//!             "implied_volatility": 0.09731095458186256,
//!             "gamma": 3.121236702609213e-6
//!         },
//!         {
//!             "strike": 165.0,
//!             "expiration": "2025-06-05",
//!             "call": {
//!                 "bid": 21.14,
//!                 "ask": 21.16,
//!                 "mid": 21.15,
//!                 "delta": 0.9888998386575956
//!             },
//!             "put": {
//!                 "bid": 0.03,
//!                 "ask": 0.05,
//!                 "mid": 0.04,
//!                 "delta": -0.010482230867546823
//!             },
//!             "implied_volatility": 0.15077922021760087,
//!             "gamma": 0.0028266289100911603
//!         },
//!         {
//!             "strike": 170.0,
//!             "expiration": "2025-06-05",
//!             "call": {
//!                 "bid": 16.62,
//!                 "ask": 16.64,
//!                 "mid": 16.63,
//!                 "delta": 0.9153696474659715
//!             },
//!             "put": {
//!                 "bid": 0.49,
//!                 "ask": 0.51,
//!                 "mid": 0.5,
//!                 "delta": -0.08401242205917087
//!             },
//!             "implied_volatility": 0.1927733286389461,
//!             "gamma": 0.012279670056243013
//!         },
//!         {
//!             "strike": 175.0,
//!             "expiration": "2025-06-05",
//!             "call": {
//!                 "bid": 12.87,
//!                 "ask": 12.89,
//!                 "mid": 12.88,
//!                 "delta": 0.7964192920937592
//!             },
//!             "put": {
//!                 "bid": 1.71,
//!                 "ask": 1.73,
//!                 "mid": 1.72,
//!                 "delta": -0.2029627774313833
//!             },
//!             "implied_volatility": 0.22329327984589836,
//!             "gamma": 0.019409579420062936
//!         },
//!         {
//!             "strike": 180.0,
//!             "expiration": "2025-06-05",
//!             "call": {
//!                 "bid": 9.76,
//!                 "ask": 9.78,
//!                 "mid": 9.77,
//!                 "delta": 0.6700429413591044
//!             },
//!             "put": {
//!                 "bid": 3.57,
//!                 "ask": 3.59,
//!                 "mid": 3.58,
//!                 "delta": -0.3293391281660381
//!             },
//!             "implied_volatility": 0.24233907383845762,
//!             "gamma": 0.022910122989513254
//!         },
//!         {
//!             "strike": 185.0,
//!             "expiration": "2025-06-05",
//!             "call": {
//!                 "bid": 7.09,
//!                 "ask": 7.11,
//!                 "mid": 7.1,
//!                 "delta": 0.5468721177394451
//!             },
//!             "put": {
//!                 "bid": 5.87,
//!                 "ask": 5.89,
//!                 "mid": 5.88,
//!                 "delta": -0.45250995178569736
//!             },
//!             "implied_volatility": 0.24991071061662393,
//!             "gamma": 0.024315069945191076
//!         },
//!         {
//!             "strike": 190.0,
//!             "expiration": "2025-06-05",
//!             "call": {
//!                 "bid": 4.68,
//!                 "ask": 4.7,
//!                 "mid": 4.69,
//!                 "delta": 0.4237521134194814
//!             },
//!             "put": {
//!                 "bid": 8.45,
//!                 "ask": 8.47,
//!                 "mid": 8.46,
//!                 "delta": -0.5756299561056611
//!             },
//!             "implied_volatility": 0.24385078722742481,
//!             "gamma": 0.024638652336979393
//!         },
//!         {
//!             "strike": 195.0,
//!             "expiration": "2025-06-05",
//!             "call": {
//!                 "bid": 2.62,
//!                 "ask": 2.64,
//!                 "mid": 2.63,
//!                 "delta": 0.29452137751494756
//!             },
//!             "put": {
//!                 "bid": 11.36,
//!                 "ask": 11.38,
//!                 "mid": 11.37,
//!                 "delta": -0.7048606920101947
//!             },
//!             "implied_volatility": 0.22617927813392658,
//!             "gamma": 0.023389127623181388
//!         },
//!         {
//!             "strike": 200.0,
//!             "expiration": "2025-06-05",
//!             "call": {
//!                 "bid": 1.03,
//!                 "ask": 1.05,
//!                 "mid": 1.04,
//!                 "delta": 0.15952905609846607
//!             },
//!             "put": {
//!                 "bid": 14.75,
//!                 "ask": 14.77,
//!                 "mid": 14.76,
//!                 "delta": -0.8398530134266764
//!             },
//!             "implied_volatility": 0.19703361182603538,
//!             "gamma": 0.01891326128023662
//!         },
//!         {
//!             "strike": 205.0,
//!             "expiration": "2025-06-05",
//!             "call": {
//!                 "bid": 0.16,
//!                 "ask": 0.18,
//!                 "mid": 0.17,
//!                 "delta": 0.04271051015963935
//!             },
//!             "put": {
//!                 "bid": 18.85,
//!                 "ask": 18.87,
//!                 "mid": 18.86,
//!                 "delta": -0.9566715593655031
//!             },
//!             "implied_volatility": 0.15641378830375124,
//!             "gamma": 0.008916660747165772
//!         },
//!         {
//!             "strike": 210.0,
//!             "expiration": "2025-06-05",
//!             "call": {
//!                 "bid": null,
//!                 "ask": null,
//!                 "mid": null,
//!                 "delta": 0.0005597778266970925
//!             },
//!             "put": {
//!                 "bid": 23.66,
//!                 "ask": 23.68,
//!                 "mid": 23.67,
//!                 "delta": -0.9988222916984453
//!             },
//!             "implied_volatility": 0.10431980756707404,
//!             "gamma": 0.0002902662707065403
//!         }
//!     ],
//!     "session_info": {
//!         "id": "6af613b6-569c-5c22-9c37-2ed93f31d3af",
//!         "current_step": 1,
//!         "total_steps": 10
//!     }
//! }
//! ```
//!
//! ### 3. Update Session Parameters (PATCH /api/v1/chain?sessionid=6af613b6-569c-5c22-9c37-2ed93f31d3af)
//!
//! **Request Body:**
//! ```json
//! {
//!   "symbol": "AAPL",
//!    "initial_price": 385.5,
//!   "steps": 8,
//!   "volatility": 0.2,
//!   "risk_free_rate": 0.03,
//!   "dividend_yield": 0.005,
//!   "days_to_expiration": 30.0,
//!   "time_frame": "Day"
//! }
//! ```
//!
//! **Response (200 OK):**
//! ```json
//! {
//!     "id": "6af613b6-569c-5c22-9c37-2ed93f31d3af",
//!     "created_at": "2025-04-21T15:32:59.551486+00:00",
//!     "updated_at": "2025-04-21T15:33:19.515911+00:00",
//!     "parameters": {
//!         "symbol": "AAPL",
//!         "initial_price": 385.5,
//!         "volatility": 0.2,
//!         "risk_free_rate": 0.03,
//!         "method": "GeometricBrownian { dt: 0.004, drift: 0.05, volatility: 0.25 }",
//!         "time_frame": "day",
//!         "dividend_yield": 0.005,
//!         "smile_curve": 0.0005,
//!         "spread": 0.02
//!     },
//!     "current_step": 0,
//!     "total_steps": 30,
//!     "state": "Reinitialized"
//! }
//! ```
//!
//! ### 4. Replace Session (PUT /api/v1/chain)
//!
//! **Request Body:**
//! ```json
//! {
//!   "symbol": "AAPL",
//!   "steps": 30,
//!   "initial_price": 385.5,
//!   "days_to_expiration": 45.0,
//!   "volatility": 0.25,
//!   "risk_free_rate": 0.04,
//!   "dividend_yield": 0.005,
//!   "method": {
//!     "GeometricBrownian": {
//!       "dt": 0.004,
//!       "drift": 0.05,
//!       "volatility": 0.25
//!     }
//!   },
//!   "time_frame": "Day",
//!   "chain_size": 15,
//!   "strike_interval": 5.0,
//!   "smile_curve": 0.0005,
//!   "spread": 0.02
//! }
//! ```
//!
//! **Response (200 OK):**
//! ```json
//! {
//!     "id": "6af613b6-569c-5c22-9c37-2ed93f31d3af",
//!     "created_at": "2025-04-21T15:37:30.518022+00:00",
//!     "updated_at": "2025-04-21T15:37:33.951540+00:00",
//!     "parameters": {
//!         "symbol": "AAPL",
//!         "initial_price": 385.5,
//!         "volatility": 0.25,
//!         "risk_free_rate": 0.04,
//!         "method": "GeometricBrownian { dt: 0.004, drift: 0.05, volatility: 0.25 }",
//!         "time_frame": "day",
//!         "dividend_yield": 0.005,
//!         "smile_curve": 0.0005,
//!         "spread": 0.02
//!     },
//!     "current_step": 0,
//!     "total_steps": 30,
//!     "state": "Reinitialized"
//! }
//! ```
//!
//! ### 5. Delete Session (DELETE /api/v1/chain?sessionid=6af613b6-569c-5c22-9c37-2ed93f31d3af)
//!
//! **Response (200 OK):**
//! ```json
//! {
//!     "message": "Session deleted successfully: 6af613b6-569c-5c22-9c37-2ed93f31d3af",
//!     "session_id": "6af613b6-569c-5c22-9c37-2ed93f31d3af"
//! }
//! ```
//!
//! ## Domain Models
//!
//! ```mermaid
//! classDiagram
//! class SessionManager {
//! +createSession(params) Session
//! +getNextStep(id) (Session, OptionChain)
//! +updateSession(id, params) Session
//! +reinitializeSession(id, params) Session
//! +deleteSession(id) bool
//! }
//!
//! class Session {
//! +id UUID
//! +createdAt DateTime
//! +updatedAt DateTime
//! +parameters SimulationParameters
//! +currentStep usize
//! +totalSteps usize
//! +state SessionState
//! +advanceStep() Result
//! +modifyParameters(params)
//! +reinitialize(params, steps)
//! }
//!
//! class SessionState {
//! <<enumeration>>
//! Initialized
//! InProgress
//! Modified
//! Reinitialized
//! Completed
//! Error
//! }
//!
//! class SimulationParameters {
//! +symbol String
//! +initialPrice Positive
//! +volatility Positive
//! +riskFreeRate Decimal
//! +strikes Vec~Positive~
//! +expirations Vec~String~
//! +method SimulationMethod
//! +timeFrame TimeFrame
//! }
//!
//! class Simulator {
//! +simulateNextStep(session) OptionChain
//! -createRandomWalk(session) RandomWalk
//! }
//!
//! class OptionChain {
//! +underlying String
//! +timestamp DateTime
//! +price Positive
//! +contracts Vec~OptionContract~
//! }
//!
//! class OptionContract {
//! +strike Positive
//! +expiration String
//! +call OptionData
//! +put OptionData
//! +impliedVolatility Positive
//! +gamma Positive
//! }
//!
//! Session --> SimulationParameters
//! Session --> SessionState
//! SessionManager --> Session: manages
//! SessionManager --> Simulator: uses
//! Simulator --> OptionChain: produces
//! OptionChain --> OptionContract: contains
//! ```
//!
//! ## Infrastructure Components
//!
//! ```mermaid
//! classDiagram
//! class SessionStore {
//! <<interface>>
//! +get(id) Session
//! +save(session) void
//! +delete(id) bool
//! +cleanup() int
//! }
//!
//! class InMemorySessionStore {
//! -sessions Map~UUID, Session~
//! +get(id) Session
//! +save(session) void
//! +delete(id) bool
//! +cleanup() int
//! }
//!
//! class RedisSessionStore {
//! -client RedisClient
//! +get(id) Session
//! +save(session) void
//! +delete(id) bool
//! +cleanup() int
//! }
//!
//! class HistoricalDataRepository {
//! <<interface>>
//! +getHistoricalPrices(symbol, timeframe, startDate, endDate) Vec~Positive~
//! +listAvailableSymbols() Vec~String~
//! +getDateRangeForSymbol(symbol) (DateTime, DateTime)
//! }
//!
//! class ClickHouseHistoricalRepository {
//! -client ClickHouseClient
//! +getHistoricalPrices(symbol, timeframe, startDate, endDate) Vec~Positive~
//! +listAvailableSymbols() Vec~String~
//! +getDateRangeForSymbol(symbol) (DateTime, DateTime)
//! }
//!
//! SessionStore <|.. InMemorySessionStore: implements
//! SessionStore <|.. RedisSessionStore: implements
//! HistoricalDataRepository <|.. ClickHouseHistoricalRepository: implements
//! ```
//!
//! ### 🚀 Deploy the project
//!
//! To deploy the services defined in `Docker/docker-compose.yml`, run the following command:
//!
//! ```bash
//! make deploy
//! ```
//!
//! This will:
//! - Build the Docker images (`--build`)
//! - Force container recreation (`--force-recreate`)
//! - Run everything in detached mode (`-d`)
//! - Use `optionchain-simulator` as the project name to namespace containers and resources
//!
//! Make sure Docker and Docker Compose are installed and running on your system.
//! ## Makefile Commands for Development
//!
//! The project includes a Makefile with useful commands for development:
//!
//! | Command | Description |
//! |---------|-------------|
//! | `make build` | Builds the project |
//! | `make release` | Builds the project in release mode |
//! | `make test` | Runs all tests |
//! | `make fmt` | Formats the code using rustfmt |
//! | `make lint` | Runs clippy for linting |
//! | `make check` | Runs tests, formatting check, and linting |
//! | `make run` | Runs the project |
//! | `make clean` | Cleans build artifacts |
//! | `make doc` | Generates documentation |
//! | `make coverage` | Generates code coverage report |
//! | `make bench` | Runs benchmarks |
//! | `make deploy` | deploy the services in local |
//!
//! Additional commands for CI/CD and deployment:
//!
//! | Command | Description |
//! |---------|-------------|
//! | `make pre-push` | Runs fixes, formatting, linting, and tests before pushing |
//! | `make workflow` | Runs all GitHub Actions workflows locally |
//! | `make publish` | Publishes the package to crates.io |
//! | `make zip` | Creates a ZIP archive of the project |
//!

/// The `domain` module is intended to encapsulate and manage all the core business logic
/// and domain-specific functionality of the application.
///
/// This module acts as a boundary for the domain layer, typically containing:
/// - Structures, enums, and traits that represent core entities and value objects.
/// - Business rules and invariant logic pertaining to the domain.
/// - Interactions and transformations for the domain without leaking implementation details.
///
/// Other parts of the application (e.g., infrastructure or application layers)
/// should depend on this module to ensure a clear separation of concerns and maintain
/// a clean architecture.
///
/// The actual implementation of the `domain` module is organized within its internal code.
///
mod domain;

/// The `infrastructure` module serves as a dedicated module for providing
/// foundational support and systems required for the application.
///
/// This module typically includes components such as database connection
/// management, caching systems, configuration loading, messaging, or interfaces
/// to external systems.
///
/// It acts as the backbone of the application and ensures that all other
/// modules and functionalities can leverage these shared infrastructure
/// resources efficiently and consistently.
///
/// Usage:
/// - Define core infrastructure services here.
/// - Keep reusable, application-wide systems within this module.
/// - Encapsulate external integrations to avoid coupling them with the rest
///   of the codebase.
pub mod infrastructure;

/// The `api` module serves as a namespace for handling APIs within the project.
///
/// This module can include functionality for managing API requests, responses,
/// routing, and any other API-related tasks. Consider this module as the
/// central point to organize and define your application's API logic.
///
/// # Usage
/// Include the `api` module in your project to handle all API-related processes.
///
/// # Structure
/// You can further structure the `api` module by creating submodules
/// or defining functions and types directly within it to suit the application's needs.
///
/// Modify and extend this module as necessary to fit your implementation.
pub mod api;

/// The `session` module provides functionality for managing and maintaining
/// user sessions within the application. This module may include features such as:
///
/// - Creating and initializing sessions.
/// - Updating session state or data.
/// - Managing session expiration.
/// - Supporting user authentication or authorization workflows through sessions.
///
/// This module serves as a central location for session-related logic,
/// aiming to simplify session lifecycle management and enhance code reusability.
///
/// Modules, structs, functions, or interfaces within `session` should be used
/// to handle all operations related to session management efficiently and securely.
///
pub mod session;

/// This module `utils` serves as a container for utility functions, types,
/// and other reusable components that can be shared across different parts
/// of the application.
///
/// # Purpose
/// The `utils` module is designed to provide commonly used helper functionality,
/// simplifying the logic in other parts of the program and avoiding code duplication.
///
/// Note that the specific utility helpers and functionality provided will
/// depend on the implementation within this module.
pub mod utils;