yufmath 0.1.1

A Rust CAS Lib.
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
//! # 优化的表达式构建器
//!
//! 提供内存优化的表达式构建功能,自动使用共享和写时复制策略。

use super::{Expression, Number, MathConstant, BinaryOperator, UnaryOperator};
use super::memory::{SharedExpression, MemoryManager};
use std::collections::HashMap;
use num_traits::{ToPrimitive, Zero};

/// 优化的表达式构建器
pub struct ExpressionBuilder {
    /// 内存管理器
    memory_manager: MemoryManager,
    /// 常用表达式缓存
    common_expressions: HashMap<String, SharedExpression>,
}

impl ExpressionBuilder {
    /// 创建新的表达式构建器
    pub fn new() -> Self {
        let mut builder = Self {
            memory_manager: MemoryManager::new(),
            common_expressions: HashMap::new(),
        };
        
        // 预创建常用表达式
        builder.preload_common_expressions();
        builder
    }
    
    /// 预加载常用表达式
    fn preload_common_expressions(&mut self) {
        // 常用数值
        let common_numbers = [0, 1, -1, 2, -2, 10];
        for &n in &common_numbers {
            let expr = Expression::Number(Number::integer(n));
            let shared = self.memory_manager.create_shared(expr);
            self.common_expressions.insert(n.to_string(), shared);
        }
        
        // 常用变量
        let common_vars = ["x", "y", "z", "t", "n"];
        for &var in &common_vars {
            let expr = Expression::Variable(var.to_string());
            let shared = self.memory_manager.create_shared(expr);
            self.common_expressions.insert(format!("var_{}", var), shared);
        }
        
        // 常用常量
        let constants = [
            ("pi", MathConstant::Pi),
            ("e", MathConstant::E),
            ("i", MathConstant::I),
        ];
        for (name, constant) in constants {
            let expr = Expression::Constant(constant);
            let shared = self.memory_manager.create_shared(expr);
            self.common_expressions.insert(format!("const_{}", name), shared);
        }
    }
    
    /// 创建数值表达式
    pub fn number(&mut self, n: Number) -> SharedExpression {
        // 检查是否为常用数值
        if let Number::Integer(ref big_int) = n {
            if let Some(small_int) = big_int.to_i32() {
                if let Some(cached) = self.common_expressions.get(&small_int.to_string()) {
                    return cached.clone_shared();
                }
            }
        }
        
        let expr = Expression::Number(n);
        self.memory_manager.create_shared(expr)
    }
    
    /// 创建变量表达式
    pub fn variable(&mut self, name: &str) -> SharedExpression {
        let cache_key = format!("var_{}", name);
        if let Some(cached) = self.common_expressions.get(&cache_key) {
            return cached.clone_shared();
        }
        
        let expr = Expression::Variable(name.to_string());
        let shared = self.memory_manager.create_shared(expr);
        
        // 缓存新变量
        if self.common_expressions.len() < 1000 {
            self.common_expressions.insert(cache_key, shared.clone_shared());
        }
        
        shared
    }
    
    /// 创建常量表达式
    pub fn constant(&mut self, c: MathConstant) -> SharedExpression {
        let cache_key = format!("const_{:?}", c);
        if let Some(cached) = self.common_expressions.get(&cache_key) {
            return cached.clone_shared();
        }
        
        let expr = Expression::Constant(c);
        let shared = self.memory_manager.create_shared(expr);
        
        // 缓存新常量
        self.common_expressions.insert(cache_key, shared.clone_shared());
        shared
    }
    
    /// 创建二元运算表达式
    pub fn binary_op(&mut self, op: BinaryOperator, left: SharedExpression, right: SharedExpression) -> SharedExpression {
        // 应用简化规则
        if let Some(simplified) = self.try_simplify_binary_op(&op, &left, &right) {
            return simplified;
        }
        
        let expr = Expression::BinaryOp {
            op,
            left: Box::new(left.as_ref().clone()),
            right: Box::new(right.as_ref().clone()),
        };
        
        self.memory_manager.create_shared(expr)
    }
    
    /// 创建一元运算表达式
    pub fn unary_op(&mut self, op: UnaryOperator, operand: SharedExpression) -> SharedExpression {
        // 应用简化规则
        if let Some(simplified) = self.try_simplify_unary_op(&op, &operand) {
            return simplified;
        }
        
        let expr = Expression::UnaryOp {
            op,
            operand: Box::new(operand.as_ref().clone()),
        };
        
        self.memory_manager.create_shared(expr)
    }
    
    /// 创建函数调用表达式
    pub fn function(&mut self, name: &str, args: Vec<SharedExpression>) -> SharedExpression {
        let expr_args: Vec<Expression> = args.iter()
            .map(|arg| arg.as_ref().clone())
            .collect();
        
        let expr = Expression::Function {
            name: name.to_string(),
            args: expr_args,
        };
        
        self.memory_manager.create_shared(expr)
    }
    
    /// 尝试简化二元运算
    fn try_simplify_binary_op(&mut self, op: &BinaryOperator, left: &SharedExpression, right: &SharedExpression) -> Option<SharedExpression> {
        match op {
            BinaryOperator::Add => {
                // 0 + x = x
                if self.is_zero(left) {
                    return Some(right.clone_shared());
                }
                // x + 0 = x
                if self.is_zero(right) {
                    return Some(left.clone_shared());
                }
                // x + x = 2*x
                if left == right {
                    let two = self.number(Number::integer(2));
                    return Some(self.binary_op(BinaryOperator::Multiply, two, left.clone_shared()));
                }
            }
            BinaryOperator::Subtract => {
                // x - 0 = x
                if self.is_zero(right) {
                    return Some(left.clone_shared());
                }
                // x - x = 0
                if left == right {
                    return Some(self.number(Number::integer(0)));
                }
            }
            BinaryOperator::Multiply => {
                // 0 * x = 0
                if self.is_zero(left) || self.is_zero(right) {
                    return Some(self.number(Number::integer(0)));
                }
                // 1 * x = x
                if self.is_one(left) {
                    return Some(right.clone_shared());
                }
                // x * 1 = x
                if self.is_one(right) {
                    return Some(left.clone_shared());
                }
                // (-1) * x = -x
                if self.is_negative_one(left) {
                    return Some(self.unary_op(UnaryOperator::Negate, right.clone_shared()));
                }
                // x * (-1) = -x
                if self.is_negative_one(right) {
                    return Some(self.unary_op(UnaryOperator::Negate, left.clone_shared()));
                }
            }
            BinaryOperator::Divide => {
                // x / 1 = x
                if self.is_one(right) {
                    return Some(left.clone_shared());
                }
                // x / x = 1 (假设 x != 0)
                if left == right {
                    return Some(self.number(Number::integer(1)));
                }
            }
            BinaryOperator::Power => {
                // x^0 = 1
                if self.is_zero(right) {
                    return Some(self.number(Number::integer(1)));
                }
                // x^1 = x
                if self.is_one(right) {
                    return Some(left.clone_shared());
                }
                // 1^x = 1
                if self.is_one(left) {
                    return Some(self.number(Number::integer(1)));
                }
            }
            _ => {}
        }
        
        None
    }
    
    /// 尝试简化一元运算
    fn try_simplify_unary_op(&mut self, op: &UnaryOperator, operand: &SharedExpression) -> Option<SharedExpression> {
        match op {
            UnaryOperator::Negate => {
                // -(-x) = x
                if let Expression::UnaryOp { op: UnaryOperator::Negate, operand: inner } = operand.as_ref() {
                    let inner_expr = Expression::clone(inner);
                    return Some(self.memory_manager.create_shared(inner_expr));
                }
                // -0 = 0
                if self.is_zero(operand) {
                    return Some(operand.clone_shared());
                }
            }
            UnaryOperator::Plus => {
                // +x = x
                return Some(operand.clone_shared());
            }
            UnaryOperator::Abs => {
                // |0| = 0
                if self.is_zero(operand) {
                    return Some(operand.clone_shared());
                }
            }
            _ => {}
        }
        
        None
    }
    
    /// 检查表达式是否为零
    fn is_zero(&self, expr: &SharedExpression) -> bool {
        match expr.as_ref() {
            Expression::Number(Number::Integer(n)) => n.is_zero(),
            Expression::Number(Number::Rational(r)) => r.is_zero(),
            Expression::Number(Number::Real(r)) => r.is_zero(),
            Expression::Number(Number::Float(f)) => *f == 0.0,
            _ => false,
        }
    }
    
    /// 检查表达式是否为一
    fn is_one(&self, expr: &SharedExpression) -> bool {
        match expr.as_ref() {
            Expression::Number(Number::Integer(n)) => n == &num_bigint::BigInt::from(1),
            Expression::Number(Number::Rational(r)) => r == &num_rational::BigRational::from_integer(num_bigint::BigInt::from(1)),
            Expression::Number(Number::Float(f)) => *f == 1.0,
            _ => false,
        }
    }
    
    /// 检查表达式是否为负一
    fn is_negative_one(&self, expr: &SharedExpression) -> bool {
        match expr.as_ref() {
            Expression::Number(Number::Integer(n)) => n == &num_bigint::BigInt::from(-1),
            Expression::Number(Number::Rational(r)) => r == &num_rational::BigRational::from_integer(num_bigint::BigInt::from(-1)),
            Expression::Number(Number::Float(f)) => *f == -1.0,
            _ => false,
        }
    }
    
    /// 创建加法表达式
    pub fn add(&mut self, left: SharedExpression, right: SharedExpression) -> SharedExpression {
        self.binary_op(BinaryOperator::Add, left, right)
    }
    
    /// 创建减法表达式
    pub fn subtract(&mut self, left: SharedExpression, right: SharedExpression) -> SharedExpression {
        self.binary_op(BinaryOperator::Subtract, left, right)
    }
    
    /// 创建乘法表达式
    pub fn multiply(&mut self, left: SharedExpression, right: SharedExpression) -> SharedExpression {
        self.binary_op(BinaryOperator::Multiply, left, right)
    }
    
    /// 创建除法表达式
    pub fn divide(&mut self, left: SharedExpression, right: SharedExpression) -> SharedExpression {
        self.binary_op(BinaryOperator::Divide, left, right)
    }
    
    /// 创建幂运算表达式
    pub fn power(&mut self, base: SharedExpression, exponent: SharedExpression) -> SharedExpression {
        self.binary_op(BinaryOperator::Power, base, exponent)
    }
    
    /// 创建负号表达式
    pub fn negate(&mut self, operand: SharedExpression) -> SharedExpression {
        self.unary_op(UnaryOperator::Negate, operand)
    }
    
    /// 获取内存统计信息
    pub fn memory_stats(&mut self) -> &super::memory::MemoryStats {
        self.memory_manager.get_stats()
    }
    
    /// 执行内存清理
    pub fn cleanup(&mut self) {
        self.memory_manager.cleanup();
        
        // 清理常用表达式缓存中的孤立引用
        self.common_expressions.retain(|_, shared_expr| {
            shared_expr.ref_count() > 1
        });
    }
    
    /// 获取内存管理器的引用
    pub fn memory_manager(&mut self) -> &mut MemoryManager {
        &mut self.memory_manager
    }
}

impl Default for ExpressionBuilder {
    fn default() -> Self {
        Self::new()
    }
}

/// 表达式工厂,提供便捷的表达式创建方法
pub struct ExpressionFactory {
    builder: ExpressionBuilder,
}

impl ExpressionFactory {
    /// 创建新的表达式工厂
    pub fn new() -> Self {
        Self {
            builder: ExpressionBuilder::new(),
        }
    }
    
    /// 创建整数表达式
    pub fn int(&mut self, value: i64) -> SharedExpression {
        self.builder.number(Number::integer(value))
    }
    
    /// 创建有理数表达式
    pub fn rational(&mut self, numerator: i64, denominator: i64) -> SharedExpression {
        self.builder.number(Number::rational(numerator, denominator))
    }
    
    /// 创建浮点数表达式
    pub fn float(&mut self, value: f64) -> SharedExpression {
        self.builder.number(Number::Float(value))
    }
    
    /// 创建变量表达式
    pub fn var(&mut self, name: &str) -> SharedExpression {
        self.builder.variable(name)
    }
    
    /// 创建 π 常量
    pub fn pi(&mut self) -> SharedExpression {
        self.builder.constant(MathConstant::Pi)
    }
    
    /// 创建 e 常量
    pub fn e(&mut self) -> SharedExpression {
        self.builder.constant(MathConstant::E)
    }
    
    /// 创建虚数单位 i
    pub fn i(&mut self) -> SharedExpression {
        self.builder.constant(MathConstant::I)
    }
    
    /// 创建加法表达式
    pub fn add(&mut self, left: SharedExpression, right: SharedExpression) -> SharedExpression {
        self.builder.add(left, right)
    }
    
    /// 创建减法表达式
    pub fn sub(&mut self, left: SharedExpression, right: SharedExpression) -> SharedExpression {
        self.builder.subtract(left, right)
    }
    
    /// 创建乘法表达式
    pub fn mul(&mut self, left: SharedExpression, right: SharedExpression) -> SharedExpression {
        self.builder.multiply(left, right)
    }
    
    /// 创建除法表达式
    pub fn div(&mut self, left: SharedExpression, right: SharedExpression) -> SharedExpression {
        self.builder.divide(left, right)
    }
    
    /// 创建幂运算表达式
    pub fn pow(&mut self, base: SharedExpression, exponent: SharedExpression) -> SharedExpression {
        self.builder.power(base, exponent)
    }
    
    /// 创建正弦函数表达式
    pub fn sin(&mut self, operand: SharedExpression) -> SharedExpression {
        self.builder.unary_op(UnaryOperator::Sin, operand)
    }
    
    /// 创建余弦函数表达式
    pub fn cos(&mut self, operand: SharedExpression) -> SharedExpression {
        self.builder.unary_op(UnaryOperator::Cos, operand)
    }
    
    /// 创建自然对数表达式
    pub fn ln(&mut self, operand: SharedExpression) -> SharedExpression {
        self.builder.unary_op(UnaryOperator::Ln, operand)
    }
    
    /// 创建指数函数表达式
    pub fn exp(&mut self, operand: SharedExpression) -> SharedExpression {
        self.builder.unary_op(UnaryOperator::Exp, operand)
    }
    
    /// 获取内存统计信息
    pub fn memory_stats(&mut self) -> &super::memory::MemoryStats {
        self.builder.memory_stats()
    }
    
    /// 执行内存清理
    pub fn cleanup(&mut self) {
        self.builder.cleanup();
    }
}

impl Default for ExpressionFactory {
    fn default() -> Self {
        Self::new()
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    
    #[test]
    fn test_expression_builder_basic() {
        let mut builder = ExpressionBuilder::new();
        
        let x = builder.variable("x");
        let one = builder.number(Number::integer(1));
        let zero = builder.number(Number::integer(0));
        
        // 测试基本简化
        let x_plus_zero = builder.add(x.clone_shared(), zero);
        assert_eq!(x_plus_zero.as_ref(), x.as_ref());
        
        let one_times_x = builder.multiply(one, x.clone_shared());
        assert_eq!(one_times_x.as_ref(), x.as_ref());
    }
    
    #[test]
    fn test_expression_factory() {
        let mut factory = ExpressionFactory::new();
        
        let x = factory.var("x");
        let two = factory.int(2);
        let pi = factory.pi();
        
        let sum = factory.add(x, pi);
        let expr = factory.mul(two, sum);
        
        // 验证表达式结构
        match expr.as_ref() {
            Expression::BinaryOp { op: BinaryOperator::Multiply, left, right } => {
                assert!(matches!(left.as_ref(), Expression::Number(Number::Integer(_))));
                assert!(matches!(right.as_ref(), Expression::BinaryOp { op: BinaryOperator::Add, .. }));
            }
            _ => panic!("期望乘法表达式"),
        }
    }
    
    #[test]
    fn test_common_expression_caching() {
        let mut builder = ExpressionBuilder::new();
        
        let x1 = builder.variable("x");
        let x2 = builder.variable("x");
        
        // 相同的变量应该共享内存
        assert_eq!(x1, x2);
        
        let one1 = builder.number(Number::integer(1));
        let one2 = builder.number(Number::integer(1));
        
        // 相同的数值应该共享内存
        assert_eq!(one1, one2);
    }
    
    #[test]
    fn test_algebraic_simplification() {
        let mut builder = ExpressionBuilder::new();
        
        let x = builder.variable("x");
        let zero = builder.number(Number::integer(0));
        let one = builder.number(Number::integer(1));
        
        // x + 0 = x
        let simplified = builder.add(x.clone_shared(), zero.clone_shared());
        assert_eq!(simplified.as_ref(), x.as_ref());
        
        // x * 1 = x
        let simplified = builder.multiply(x.clone_shared(), one.clone_shared());
        assert_eq!(simplified.as_ref(), x.as_ref());
        
        // x - x = 0
        let simplified = builder.subtract(x.clone_shared(), x.clone_shared());
        assert_eq!(simplified.as_ref(), zero.as_ref());
    }
    
    #[test]
    fn test_memory_management() {
        let mut builder = ExpressionBuilder::new();
        
        // 创建大量表达式
        for i in 0..1000 {
            let var = builder.variable(&format!("x{}", i));
            let num = builder.number(Number::integer(i));
            let _expr = builder.add(var, num);
        }
        
        let stats_before = builder.memory_stats().clone();
        builder.cleanup();
        let stats_after = builder.memory_stats().clone();
        
        println!("清理前: 活跃表达式 {}, 共享表达式 {}", 
                stats_before.active_expressions, stats_before.shared_expressions);
        println!("清理后: 活跃表达式 {}, 共享表达式 {}", 
                stats_after.active_expressions, stats_after.shared_expressions);
    }
}