optionstratlib-simulation 0.22.1

Random walks, stochastic processes, simulators, exit policies and path statistics of OptionStratLib, on Decimal and Positive boundaries. Re-exported by the optionstratlib facade under its `simulation` feature.
Documentation
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
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
//! Exit policies for option trading strategies.
//!
//! This module defines various exit conditions and policies that can be used
//! to determine when to close an option position during simulations or live trading.
//!
//! # Exit Policies
//!
//! - **Percentage-based**: Exit when profit/loss reaches a percentage threshold
//! - **Fixed price**: Exit when the option premium reaches a specific price
//! - **Time-based**: Exit after a certain time period or at expiration
//! - **Delta-based**: Exit when the option's delta crosses a threshold
//! - **Underlying price**: Exit when the underlying asset reaches a price level
//! - **Combined conditions**: Exit when multiple conditions are met (AND/OR logic)

use optionstratlib_core::model::Positive;
use rust_decimal::Decimal;
use rust_decimal_macros::dec;
use serde::{Deserialize, Serialize};
use std::cmp::Ordering;
use std::fmt;

/// Defines exit policies for option positions.
///
/// Exit policies determine when a position should be closed based on various
/// market conditions, profit/loss levels, or time constraints.
#[derive(Debug, Clone, PartialEq, Eq, Hash, Default, Serialize, Deserialize)]
#[cfg_attr(feature = "schema", derive(utoipa::ToSchema))]
pub enum ExitPolicy {
    /// Exit when profit reaches a percentage of initial premium.
    ///
    /// For short options: exit when premium decreases by this percentage.
    /// For long options: exit when premium increases by this percentage.
    ///
    /// # Example
    /// ```ignore
    /// // Exit when profit reaches 50% of initial premium
    /// ExitPolicy::ProfitPercent(dec!(0.5))
    /// ```
    ProfitPercent(Decimal),

    /// Exit when loss reaches a percentage of initial premium.
    ///
    /// For short options: exit when premium increases by this percentage.
    /// For long options: exit when premium decreases by this percentage.
    ///
    /// # Example
    /// ```ignore
    /// // Exit when loss reaches 100% of initial premium (double)
    /// ExitPolicy::LossPercent(dec!(1.0))
    /// ```
    LossPercent(Decimal),

    /// Exit when the option premium reaches a specific price.
    ///
    /// # Example
    /// ```ignore
    /// // Exit when premium reaches $50
    /// ExitPolicy::FixedPrice(pos_or_panic!(50.0))
    /// ```
    FixedPrice(Positive),

    /// Exit when the option premium falls below a minimum price.
    ///
    /// Useful for taking profits on short options when premium decays.
    ///
    /// # Example
    /// ```ignore
    /// // Exit when premium falls below $5
    /// ExitPolicy::MinPrice(pos_or_panic!(5.0))
    /// ```
    MinPrice(Positive),

    /// Exit when the option premium exceeds a maximum price.
    ///
    /// Useful for cutting losses on short options when premium increases.
    ///
    /// # Example
    /// ```ignore
    /// // Exit when premium exceeds $100
    /// ExitPolicy::MaxPrice(Positive::HUNDRED)
    /// ```
    MaxPrice(Positive),

    /// Exit after a specific number of time steps.
    ///
    /// # Example
    /// ```ignore
    /// // Exit after 1000 steps (e.g., 1000 minutes)
    /// ExitPolicy::TimeSteps(1000)
    /// ```
    TimeSteps(usize),

    /// Exit when days to expiration falls below a threshold.
    ///
    /// # Example
    /// ```ignore
    /// // Exit when less than 2 days remain
    /// ExitPolicy::DaysToExpiration(Positive::TWO)
    /// ```
    DaysToExpiration(Positive),

    /// Exit when the option's delta crosses a threshold.
    ///
    /// # Example
    /// ```ignore
    /// // Exit when delta exceeds 0.5 (deep in the money)
    /// ExitPolicy::DeltaThreshold(dec!(0.5))
    /// ```
    DeltaThreshold(Decimal),

    /// Exit when the underlying price reaches a specific level.
    ///
    /// # Example
    /// ```ignore
    /// // Exit when underlying reaches $4000
    /// ExitPolicy::UnderlyingPrice(pos_or_panic!(4000.0))
    /// ```
    UnderlyingPrice(Positive),

    /// Exit when the underlying price falls below a level.
    ///
    /// # Example
    /// ```ignore
    /// // Exit when underlying falls below $3900
    /// ExitPolicy::UnderlyingBelow(pos_or_panic!(3900.0))
    /// ```
    UnderlyingBelow(Positive),

    /// Exit when the underlying price exceeds a level.
    ///
    /// # Example
    /// ```ignore
    /// // Exit when underlying exceeds $4100
    /// ExitPolicy::UnderlyingAbove(pos_or_panic!(4100.0))
    /// ```
    UnderlyingAbove(Positive),

    /// Exit at expiration (hold until expiration).
    ///
    /// # Example
    /// ```ignore
    /// ExitPolicy::Expiration
    /// ```
    #[default]
    Expiration,

    /// Exit when ALL conditions are met (AND logic).
    ///
    /// # Example
    /// ```ignore
    /// // Exit when profit is 50% AND at least 2 days have passed
    /// ExitPolicy::And(vec![
    ///     ExitPolicy::ProfitPercent(dec!(0.5)),
    ///     ExitPolicy::TimeSteps(2880), // 2 days in minutes
    /// ])
    /// ```
    And(Vec<ExitPolicy>),

    /// Exit when ANY condition is met (OR logic).
    ///
    /// # Example
    /// ```ignore
    /// // Exit when profit is 50% OR loss is 100%
    /// ExitPolicy::Or(vec![
    ///     ExitPolicy::ProfitPercent(dec!(0.5)),
    ///     ExitPolicy::LossPercent(dec!(1.0)),
    /// ])
    /// ```
    Or(Vec<ExitPolicy>),
}

impl ExitPolicy {
    /// Creates a standard profit target exit policy.
    ///
    /// # Arguments
    ///
    /// * `percent` - Profit percentage (e.g., 0.5 for 50%)
    ///
    /// # Returns
    ///
    /// An `ExitPolicy::ProfitPercent` variant.
    #[must_use]
    pub fn profit_target(percent: Decimal) -> Self {
        Self::ProfitPercent(percent)
    }

    /// Creates a standard stop loss exit policy.
    ///
    /// # Arguments
    ///
    /// * `percent` - Loss percentage (e.g., 1.0 for 100%)
    ///
    /// # Returns
    ///
    /// An `ExitPolicy::LossPercent` variant.
    #[must_use]
    pub fn stop_loss(percent: Decimal) -> Self {
        Self::LossPercent(percent)
    }

    /// Creates a combined profit target and stop loss policy.
    ///
    /// # Arguments
    ///
    /// * `profit_percent` - Profit percentage threshold
    /// * `loss_percent` - Loss percentage threshold
    ///
    /// # Returns
    ///
    /// An `ExitPolicy::Or` variant combining both conditions.
    #[must_use]
    pub fn profit_or_loss(profit_percent: Decimal, loss_percent: Decimal) -> Self {
        Self::Or(vec![
            Self::ProfitPercent(profit_percent),
            Self::LossPercent(loss_percent),
        ])
    }

    /// Creates a time-limited profit target policy.
    ///
    /// Exit when profit target is reached OR time limit is exceeded.
    ///
    /// # Arguments
    ///
    /// * `profit_percent` - Profit percentage threshold
    /// * `max_steps` - Maximum number of time steps
    ///
    /// # Returns
    ///
    /// An `ExitPolicy::Or` variant combining both conditions.
    #[must_use]
    pub fn profit_or_time(profit_percent: Decimal, max_steps: usize) -> Self {
        Self::Or(vec![
            Self::ProfitPercent(profit_percent),
            Self::TimeSteps(max_steps),
        ])
    }

    /// Checks if this is a composite policy (And/Or).
    ///
    /// # Returns
    ///
    /// `true` if the policy contains nested policies.
    #[must_use]
    pub const fn is_composite(&self) -> bool {
        matches!(self, Self::And(_) | Self::Or(_))
    }

    /// Returns the number of conditions in this policy.
    ///
    /// For simple policies, returns 1.
    /// For composite policies, returns the total number of leaf conditions.
    ///
    /// # Returns
    ///
    /// The count of conditions.
    #[must_use]
    pub fn condition_count(&self) -> usize {
        match self {
            Self::And(policies) | Self::Or(policies) => {
                policies.iter().map(Self::condition_count).sum()
            }
            _ => 1,
        }
    }
}

/// A fraction rendered as a percentage to one decimal, or the empty string
/// when scaling it by 100 leaves the representable `Decimal` range.
///
/// [`fmt::Display`] has nowhere to report, and it is reached from every log
/// line, so a threshold with no printable percentage prints as blank rather
/// than aborting the caller inside a `format!`.
fn percent_or_blank(fraction: Decimal) -> String {
    fraction
        .checked_mul(Decimal::ONE_HUNDRED)
        .map_or_else(String::new, |value| format!("{value:.1}"))
}

impl fmt::Display for ExitPolicy {
    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
        match self {
            Self::ProfitPercent(pct) => {
                write!(f, "Profit Target: {}%", percent_or_blank(*pct))
            }
            Self::LossPercent(pct) => write!(f, "Stop Loss: {}%", percent_or_blank(*pct)),
            Self::FixedPrice(price) => write!(f, "Fixed Price: ${price}"),
            Self::MinPrice(price) => write!(f, "Min Price: ${price}"),
            Self::MaxPrice(price) => write!(f, "Max Price: ${price}"),
            Self::TimeSteps(steps) => write!(f, "Time Steps: {steps}"),
            Self::DaysToExpiration(days) => write!(f, "Days to Expiration: {days}"),
            Self::DeltaThreshold(delta) => write!(f, "Delta Threshold: {delta}"),
            Self::UnderlyingPrice(price) => write!(f, "Underlying Price: ${price}"),
            Self::UnderlyingBelow(price) => write!(f, "Underlying Below: ${price}"),
            Self::UnderlyingAbove(price) => write!(f, "Underlying Above: ${price}"),
            Self::Expiration => write!(f, "Hold to Expiration"),
            Self::And(policies) => {
                write!(f, "AND(")?;
                for (i, policy) in policies.iter().enumerate() {
                    if i > 0 {
                        write!(f, ", ")?;
                    }
                    write!(f, "{policy}")?;
                }
                write!(f, ")")
            }
            Self::Or(policies) => {
                write!(f, "OR(")?;
                for (i, policy) in policies.iter().enumerate() {
                    if i > 0 {
                        write!(f, ", ")?;
                    }
                    write!(f, "{policy}")?;
                }
                write!(f, ")")
            }
        }
    }
}

/// Orders `current` against the threshold `initial * (1 +/- pct)` without
/// ever forming an intermediate outside the `Decimal` range.
///
/// Both the factor and the product overflow for an extreme `pct`, and neither
/// has an honest representable stand-in: clamping the threshold would fire the
/// exit at a price the caller never set. What IS knowable is the SIGN of the
/// unrepresentable value — the sign of a product is the product of the signs —
/// and that decides the comparison on its own, because `current` is a
/// `Decimal` and therefore sits below any threshold past `Decimal::MAX` and
/// above any threshold past `Decimal::MIN`.
///
/// `add` selects `1 + pct` (a threshold above the premium) over `1 - pct`.
fn cmp_to_scaled_premium(current: Decimal, initial: Decimal, pct: Decimal, add: bool) -> Ordering {
    // A zero base scales to zero whatever the factor does.
    if initial.is_zero() {
        return current.cmp(&Decimal::ZERO);
    }
    // The sign of the product, given the sign of a factor we may not be able
    // to represent.
    let decide = |factor_positive: bool| {
        if initial.is_sign_positive() == factor_positive {
            // Threshold above `Decimal::MAX`: unreachable from above.
            Ordering::Less
        } else {
            // Threshold below `Decimal::MIN`: unreachable from below.
            Ordering::Greater
        }
    };
    let factor = if add {
        Decimal::ONE.checked_add(pct)
    } else {
        Decimal::ONE.checked_sub(pct)
    };
    let Some(factor) = factor else {
        // `1 + pct` can only leave the range above `Decimal::MAX` (pct > 0);
        // `1 - pct` above it for a negative `pct` and below `Decimal::MIN`
        // for a positive one.
        return decide(if add {
            pct.is_sign_positive()
        } else {
            pct.is_sign_negative()
        });
    };
    match initial.checked_mul(factor) {
        Some(threshold) => current.cmp(&threshold),
        None => decide(factor.is_sign_positive()),
    }
}

/// Answers `|current - target| < 0.01` without ever forming a difference that
/// leaves the `Decimal` range.
///
/// The distance itself overflows for a `Decimal::MIN` premium against any
/// positive target, which used to abort inside a `#[must_use]` accessor that
/// promises an `Option`. No representable stand-in is needed to decide the
/// question: a distance too large to represent is larger than every
/// representable one, and therefore larger than a one cent tolerance, so an
/// overflow answers the comparison on its own. `Decimal` is sign-magnitude
/// and its range is symmetric, so `abs` on the difference cannot overflow in
/// turn.
fn within_fixed_price_tolerance(current: Decimal, target: Decimal) -> bool {
    current
        .checked_sub(target)
        .is_some_and(|distance| distance.abs() < dec!(0.01))
}

/// Checks if an exit policy is triggered for an option position.
///
/// # Parameters
///
/// * `policy` - The exit policy to evaluate
/// * `initial_premium` - The initial premium (paid for long, received for short)
/// * `current_premium` - The current premium value
/// * `step_num` - Current step number
/// * `days_left` - Days remaining to expiration
/// * `underlying_price` - Current underlying price
/// * `is_long` - `true` for long positions (bought), `false` for short positions (sold)
///
/// # Returns
///
/// `Some(policy)` if the policy is triggered, `None` otherwise
///
/// # Logic
///
/// For **Long positions** (bought options):
/// - Profit: current_premium > initial_premium (premium increases)
/// - Loss: current_premium < initial_premium (premium decreases)
///
/// For **Short positions** (sold options):
/// - Profit: current_premium < initial_premium (premium decreases)
/// - Loss: current_premium > initial_premium (premium increases)
#[allow(clippy::only_used_in_recursion)]
#[must_use]
pub fn check_exit_policy(
    policy: &ExitPolicy,
    initial_premium: Decimal,
    current_premium: Decimal,
    step_num: usize,
    days_left: Positive,
    underlying_price: Positive,
    is_long: bool,
) -> Option<ExitPolicy> {
    match policy {
        ExitPolicy::ProfitPercent(pct) => {
            if is_long {
                // For long: profit when premium increases
                if cmp_to_scaled_premium(current_premium, initial_premium, *pct, true)
                    != Ordering::Less
                {
                    Some(ExitPolicy::ProfitPercent(*pct))
                } else {
                    None
                }
            } else {
                // For short: profit when premium decreases
                if cmp_to_scaled_premium(current_premium, initial_premium, *pct, false)
                    != Ordering::Greater
                {
                    Some(ExitPolicy::ProfitPercent(*pct))
                } else {
                    None
                }
            }
        }
        ExitPolicy::LossPercent(pct) => {
            if is_long {
                // For long: loss when premium decreases
                if cmp_to_scaled_premium(current_premium, initial_premium, *pct, false)
                    != Ordering::Greater
                {
                    Some(ExitPolicy::LossPercent(*pct))
                } else {
                    None
                }
            } else {
                // For short: loss when premium increases
                if cmp_to_scaled_premium(current_premium, initial_premium, *pct, true)
                    != Ordering::Less
                {
                    Some(ExitPolicy::LossPercent(*pct))
                } else {
                    None
                }
            }
        }
        ExitPolicy::FixedPrice(price) => {
            if within_fixed_price_tolerance(current_premium, price.to_dec()) {
                Some(ExitPolicy::FixedPrice(*price))
            } else {
                None
            }
        }
        ExitPolicy::MinPrice(price) => {
            if current_premium <= price.to_dec() {
                Some(ExitPolicy::MinPrice(*price))
            } else {
                None
            }
        }
        ExitPolicy::MaxPrice(price) => {
            if current_premium >= price.to_dec() {
                Some(ExitPolicy::MaxPrice(*price))
            } else {
                None
            }
        }
        ExitPolicy::TimeSteps(steps) => {
            if step_num >= *steps {
                Some(ExitPolicy::TimeSteps(*steps))
            } else {
                None
            }
        }
        ExitPolicy::DaysToExpiration(days) => {
            if days_left <= *days {
                Some(ExitPolicy::DaysToExpiration(*days))
            } else {
                None
            }
        }
        ExitPolicy::UnderlyingPrice(price) => {
            if within_fixed_price_tolerance(underlying_price.to_dec(), price.to_dec()) {
                Some(ExitPolicy::UnderlyingPrice(*price))
            } else {
                None
            }
        }
        ExitPolicy::UnderlyingBelow(price) => {
            if underlying_price < *price {
                Some(ExitPolicy::UnderlyingBelow(*price))
            } else {
                None
            }
        }
        ExitPolicy::UnderlyingAbove(price) => {
            if underlying_price > *price {
                Some(ExitPolicy::UnderlyingAbove(*price))
            } else {
                None
            }
        }
        ExitPolicy::Expiration => None,        // Handled separately
        ExitPolicy::DeltaThreshold(_) => None, // Not implemented in this example
        ExitPolicy::And(policies) => {
            let mut triggered = Vec::new();
            for p in policies {
                // All must be true for AND; `?` propagates the None.
                let triggered_policy = check_exit_policy(
                    p,
                    initial_premium,
                    current_premium,
                    step_num,
                    days_left,
                    underlying_price,
                    is_long,
                )?;
                triggered.push(triggered_policy);
            }
            Some(ExitPolicy::And(triggered))
        }
        ExitPolicy::Or(policies) => {
            for p in policies {
                if let Some(triggered_policy) = check_exit_policy(
                    p,
                    initial_premium,
                    current_premium,
                    step_num,
                    days_left,
                    underlying_price,
                    is_long,
                ) {
                    return Some(triggered_policy);
                }
            }
            None
        }
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use optionstratlib_core::pos_or_panic;

    use rust_decimal_macros::dec;

    #[test]
    fn test_profit_target_creation() {
        let policy = ExitPolicy::profit_target(dec!(0.5));
        assert_eq!(policy, ExitPolicy::ProfitPercent(dec!(0.5)));
    }

    #[test]
    fn test_stop_loss_creation() {
        let policy = ExitPolicy::stop_loss(dec!(1.0));
        assert_eq!(policy, ExitPolicy::LossPercent(dec!(1.0)));
    }

    #[test]
    fn test_profit_or_loss_creation() {
        let policy = ExitPolicy::profit_or_loss(dec!(0.5), dec!(1.0));
        match policy {
            ExitPolicy::Or(policies) => {
                assert_eq!(policies.len(), 2);
                assert_eq!(policies[0], ExitPolicy::ProfitPercent(dec!(0.5)));
                assert_eq!(policies[1], ExitPolicy::LossPercent(dec!(1.0)));
            }
            _ => panic!("Expected Or variant"),
        }
    }

    #[test]
    fn test_profit_or_time_creation() {
        let policy = ExitPolicy::profit_or_time(dec!(0.5), 1000);
        match policy {
            ExitPolicy::Or(policies) => {
                assert_eq!(policies.len(), 2);
                assert_eq!(policies[0], ExitPolicy::ProfitPercent(dec!(0.5)));
                assert_eq!(policies[1], ExitPolicy::TimeSteps(1000));
            }
            _ => panic!("Expected Or variant"),
        }
    }

    #[test]
    fn test_is_composite() {
        let simple = ExitPolicy::ProfitPercent(dec!(0.5));
        assert!(!simple.is_composite());

        let composite = ExitPolicy::Or(vec![
            ExitPolicy::ProfitPercent(dec!(0.5)),
            ExitPolicy::LossPercent(dec!(1.0)),
        ]);
        assert!(composite.is_composite());
    }

    #[test]
    fn test_condition_count() {
        let simple = ExitPolicy::ProfitPercent(dec!(0.5));
        assert_eq!(simple.condition_count(), 1);

        let composite = ExitPolicy::Or(vec![
            ExitPolicy::ProfitPercent(dec!(0.5)),
            ExitPolicy::LossPercent(dec!(1.0)),
        ]);
        assert_eq!(composite.condition_count(), 2);

        let nested = ExitPolicy::And(vec![
            ExitPolicy::Or(vec![
                ExitPolicy::ProfitPercent(dec!(0.5)),
                ExitPolicy::LossPercent(dec!(1.0)),
            ]),
            ExitPolicy::TimeSteps(1000),
        ]);
        assert_eq!(nested.condition_count(), 3);
    }

    #[test]
    fn test_display_profit_percent() {
        let policy = ExitPolicy::ProfitPercent(dec!(0.5));
        assert_eq!(format!("{policy}"), "Profit Target: 50.0%");
    }

    #[test]
    fn test_display_loss_percent() {
        let policy = ExitPolicy::LossPercent(dec!(1.0));
        assert_eq!(format!("{policy}"), "Stop Loss: 100.0%");
    }

    #[test]
    fn test_display_fixed_price() {
        let policy = ExitPolicy::FixedPrice(pos_or_panic!(50.0));
        assert_eq!(format!("{policy}"), "Fixed Price: $50");
    }

    #[test]
    fn test_display_time_steps() {
        let policy = ExitPolicy::TimeSteps(1000);
        assert_eq!(format!("{policy}"), "Time Steps: 1000");
    }

    #[test]
    fn test_display_expiration() {
        let policy = ExitPolicy::Expiration;
        assert_eq!(format!("{policy}"), "Hold to Expiration");
    }

    #[test]
    fn test_display_or_composite() {
        let policy = ExitPolicy::Or(vec![
            ExitPolicy::ProfitPercent(dec!(0.5)),
            ExitPolicy::LossPercent(dec!(1.0)),
        ]);
        let display = format!("{policy}");
        assert!(display.contains("OR("));
        assert!(display.contains("Profit Target: 50.0%"));
        assert!(display.contains("Stop Loss: 100.0%"));
    }

    #[test]
    fn test_display_and_composite() {
        let policy = ExitPolicy::And(vec![
            ExitPolicy::ProfitPercent(dec!(0.5)),
            ExitPolicy::TimeSteps(1000),
        ]);
        let display = format!("{policy}");
        assert!(display.contains("AND("));
        assert!(display.contains("Profit Target: 50.0%"));
        assert!(display.contains("Time Steps: 1000"));
    }

    #[test]
    fn test_serialization() {
        let policy = ExitPolicy::profit_or_loss(dec!(0.5), dec!(1.0));
        let json = serde_json::to_string(&policy).unwrap();
        assert!(json.contains("Or"));
        assert!(json.contains("ProfitPercent"));
        assert!(json.contains("LossPercent"));
    }

    #[test]
    fn test_deserialization() {
        let json = r#"{"ProfitPercent":"0.5"}"#;
        let policy: ExitPolicy = serde_json::from_str(json).unwrap();
        assert_eq!(policy, ExitPolicy::ProfitPercent(dec!(0.5)));
    }

    #[test]
    fn test_all_variants() {
        let policies = vec![
            ExitPolicy::ProfitPercent(dec!(0.5)),
            ExitPolicy::LossPercent(dec!(1.0)),
            ExitPolicy::FixedPrice(pos_or_panic!(50.0)),
            ExitPolicy::MinPrice(pos_or_panic!(5.0)),
            ExitPolicy::MaxPrice(Positive::HUNDRED),
            ExitPolicy::TimeSteps(1000),
            ExitPolicy::DaysToExpiration(Positive::TWO),
            ExitPolicy::DeltaThreshold(dec!(0.5)),
            ExitPolicy::UnderlyingPrice(pos_or_panic!(4000.0)),
            ExitPolicy::UnderlyingBelow(pos_or_panic!(3900.0)),
            ExitPolicy::UnderlyingAbove(pos_or_panic!(4100.0)),
            ExitPolicy::Expiration,
        ];

        for policy in policies {
            // Ensure all variants can be displayed
            let _ = format!("{policy}");
            // Ensure all variants can be cloned
            let _ = policy.clone();
        }
    }
}