File size: 5,598 Bytes
110b77f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
use vstd::prelude::*;

fn main() {}

verus! {

pub struct Solution;

impl Solution {
    pub open spec fn neg_inf() -> int {
        -1_000_000_000_000
    }

    pub open spec fn min_int(a: int, b: int) -> int {
        if a <= b { a } else { b }
    }

    pub open spec fn range_sum(a: Seq<i64>, start: int, len: int) -> int
        decreases if len <= 0 { 0 } else { len },
    {
        if start < 0 || len <= 0 || start + len > a.len() {
            0
        } else {
            a[start] as int + Self::range_sum(a, start + 1, len - 1)
        }
    }

    pub open spec fn max_len_sum_upto(a: Seq<i64>, len: int, upto: int) -> int
        decreases if upto <= 0 { 0 } else { upto },
    {
        if len <= 0 {
            0
        } else if upto <= 0 {
            Self::neg_inf()
        } else {
            let prev = Self::max_len_sum_upto(a, len, upto - 1);
            let cur = Self::range_sum(a, upto - 1, len);
            if prev <= cur { cur } else { prev }
        }
    }

    pub open spec fn max_len_sum(a: Seq<i64>, len: int) -> int {
        if len == 0 {
            0
        } else if len < 0 || len > a.len() {
            Self::neg_inf()
        } else {
            Self::max_len_sum_upto(a, len, a.len() as int - len + 1)
        }
    }

    pub open spec fn candidate_value(a: Seq<i64>, x: int, k: int, len: int) -> int {
        Self::max_len_sum(a, len) + x * Self::min_int(k, len)
    }

    pub open spec fn best_value_upto(a: Seq<i64>, x: int, k: int, upto: int) -> int
        decreases if upto <= 0 { 0 } else { upto },
    {
        if upto <= 0 {
            Self::neg_inf()
        } else {
            let prev = Self::best_value_upto(a, x, k, upto - 1);
            let cur = Self::candidate_value(a, x, k, upto - 1);
            if prev <= cur { cur } else { prev }
        }
    }

    pub open spec fn best_value_for_k(a: Seq<i64>, x: int, k: int) -> int {
        Self::best_value_upto(a, x, k, a.len() as int + 1)
    }

    pub open spec fn candidate_from_best(best: Seq<i64>, x: int, k: int, len: int) -> int {
        if len < 0 || len >= best.len() {
            Self::neg_inf()
        } else {
            best[len] as int + x * Self::min_int(k, len)
        }
    }

    pub open spec fn best_from_best_upto(best: Seq<i64>, x: int, k: int, upto: int) -> int
        decreases if upto <= 0 { 0 } else { upto },
    {
        if upto <= 0 {
            Self::neg_inf()
        } else {
            let prev = Self::best_from_best_upto(best, x, k, upto - 1);
            let cur = Self::candidate_from_best(best, x, k, upto - 1);
            if prev <= cur { cur } else { prev }
        }
    }

    pub open spec fn best_from_best(best: Seq<i64>, x: int, k: int) -> int {
        Self::best_from_best_upto(best, x, k, best.len() as int)
    }

    fn max_sum_for_len(a: &Vec<i64>, len: usize) -> (res: i64)
        requires
            1 <= a.len() <= 5000,
            1 <= len <= a.len(),
            forall|i: int| 0 <= i < a.len() ==> -100000 <= #[trigger] a@[i] <= 100000,
        ensures
            res as int == Self::max_len_sum(a@, len as int),
            -500000000 <= res as int <= 500000000,
    {
        let n = a.len();
        let mut j: usize = 0;
        let mut window_sum: i64 = 0;
        while j < len {
            let j0 = j;
            window_sum = window_sum + a[j0];
            j = j0 + 1;
        }
        let mut best_len = window_sum;
        let mut start: usize = 0;
        while start + len < n {
            let start0 = start;
            window_sum = window_sum - a[start0] + a[start0 + len];
            start = start0 + 1;
            if window_sum > best_len {
                best_len = window_sum;
            }
        }
        best_len
    }

    fn best_answer_from_best(best: &Vec<i64>, x: i64, k: usize) -> (res: i64)
        requires
            1 <= best.len() <= 5001,
            0 <= x <= 100000,
            0 <= k < best.len(),
            forall|l: int| 0 <= l < best.len() ==> -500000000 <= #[trigger] best@[l] as int <= 500000000,
        ensures
            res as int == Self::best_from_best(best@, x as int, k as int),
            Self::neg_inf() <= res as int <= 1000000000,
    {
        let n = best.len() - 1;
        let mut cur: i64 = -1_000_000_000_000;
        let mut used_len: usize = 0;
        while used_len <= n {
            let used0 = used_len;
            let boosted = if used0 < k { used0 as i64 } else { k as i64 };
            let cand = best[used0] + x * boosted;
            if cand > cur {
                cur = cand;
            }
            used_len = used0 + 1;
        }
        cur
    }

    pub fn increase_subarray_sums(a: Vec<i64>, x: i64) -> (res: Vec<i64>)
        requires
            1 <= a.len() <= 5000,
            0 <= x <= 100000,
            forall|i: int| 0 <= i < a.len() ==> -100000 <= #[trigger] a@[i] <= 100000,
        ensures
            res.len() == a.len() + 1,
            forall|k: int| 0 <= k < res.len() ==> #[trigger] res@[k] as int == Self::best_value_for_k(a@, x as int, k),
    {
        let n = a.len();
        let mut best: Vec<i64> = Vec::new();
        best.push(0);
        let mut len: usize = 1;
        while len <= n {
            let best_len = Solution::max_sum_for_len(&a, len);
            best.push(best_len);
            len = len + 1;
        }

        let mut ans: Vec<i64> = Vec::new();
        let mut k: usize = 0;
        while k <= n {
            let cur = Solution::best_answer_from_best(&best, x, k);
            ans.push(cur);
            k = k + 1;
        }
        ans
    }
}

}