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
use ark_ff::Field;
use ark_poly::{DenseMultilinearExtension, MultilinearExtension};
use ark_serialize::{CanonicalDeserialize, CanonicalSerialize, Read, SerializationError, Write};
use ark_std::cmp::max;
use ark_std::rc::Rc;
use ark_std::vec::Vec;
use hashbrown::HashMap;
#[derive(Clone)]
pub struct ListOfProductsOfPolynomials<F: Field> {
pub max_multiplicands: usize,
pub num_variables: usize,
pub products: Vec<(F, Vec<usize>)>,
pub flattened_ml_extensions: Vec<Rc<DenseMultilinearExtension<F>>>,
raw_pointers_lookup_table: HashMap<*const DenseMultilinearExtension<F>, usize>,
}
impl<F: Field> ListOfProductsOfPolynomials<F> {
pub fn info(&self) -> PolynomialInfo {
PolynomialInfo {
max_multiplicands: self.max_multiplicands,
num_variables: self.num_variables,
}
}
}
#[derive(CanonicalSerialize, CanonicalDeserialize, Clone)]
pub struct PolynomialInfo {
pub max_multiplicands: usize,
pub num_variables: usize,
}
impl<F: Field> ListOfProductsOfPolynomials<F> {
pub fn new(num_variables: usize) -> Self {
ListOfProductsOfPolynomials {
max_multiplicands: 0,
num_variables,
products: Vec::new(),
flattened_ml_extensions: Vec::new(),
raw_pointers_lookup_table: HashMap::new(),
}
}
pub fn add_product(
&mut self,
product: impl IntoIterator<Item = Rc<DenseMultilinearExtension<F>>>,
coefficient: F,
) {
let product: Vec<Rc<DenseMultilinearExtension<F>>> = product.into_iter().collect();
let mut indexed_product = Vec::with_capacity(product.len());
assert!(product.len() > 0);
self.max_multiplicands = max(self.max_multiplicands, product.len());
for m in product {
assert_eq!(
m.num_vars, self.num_variables,
"product has a multiplicand with wrong number of variables"
);
let m_ptr: *const DenseMultilinearExtension<F> = Rc::as_ptr(&m);
if let Some(index) = self.raw_pointers_lookup_table.get(&m_ptr) {
indexed_product.push(*index)
} else {
let curr_index = self.flattened_ml_extensions.len();
self.flattened_ml_extensions.push(m.clone());
self.raw_pointers_lookup_table.insert(m_ptr, curr_index);
indexed_product.push(curr_index);
}
}
self.products.push((coefficient, indexed_product));
}
pub fn evaluate(&self, point: &[F]) -> F {
self.products
.iter()
.map(|(c, p)| {
*c * p
.iter()
.map(|&i| self.flattened_ml_extensions[i].evaluate(point).unwrap())
.product::<F>()
})
.sum()
}
}