testudo/examples/cubic.rs
examples/cubic.rsRaw
1//! Demonstrates how to produces a proof for canonical cubic equation: `x^3 + x + 5 = y`.
2//! The example is described in detail [here].
3//!
4//! The R1CS for this problem consists of the following 4 constraints:
5//! `Z0 * Z0 - Z1 = 0`
6//! `Z1 * Z0 - Z2 = 0`
7//! `(Z2 + Z0) * 1 - Z3 = 0`
8//! `(Z3 + 5) * 1 - I0 = 0`
9//!
10//! [here]: https://medium.com/@VitalikButerin/quadratic-arithmetic-programs-from-zero-to-hero-f6d558cea649
11use curve25519_dalek::scalar::Scalar;
12use libspartan::{InputsAssignment, Instance, SNARKGens, VarsAssignment, SNARK};
13use merlin::Transcript;
14use rand::rngs::OsRng;
15
16#[allow(non_snake_case)]
17fn produce_r1cs() -> (
18 usize,
19 usize,
20 usize,
21 usize,
22 Instance,
23 VarsAssignment,
24 InputsAssignment,
25) {
26 // parameters of the R1CS instance
27 let num_cons = 4;
28 let num_vars = 4;
29 let num_inputs = 1;
30 let num_non_zero_entries = 8;
31
32 // We will encode the above constraints into three matrices, where
33 // the coefficients in the matrix are in the little-endian byte order
34 let mut A: Vec<(usize, usize, [u8; 32])> = Vec::new();
35 let mut B: Vec<(usize, usize, [u8; 32])> = Vec::new();
36 let mut C: Vec<(usize, usize, [u8; 32])> = Vec::new();
37
38 let one = Scalar::one().to_bytes();
39
40 // R1CS is a set of three sparse matrices A B C, where is a row for every
41 // constraint and a column for every entry in z = (vars, 1, inputs)
42 // An R1CS instance is satisfiable iff:
43 // Az \circ Bz = Cz, where z = (vars, 1, inputs)
44
45 // constraint 0 entries in (A,B,C)
46 // constraint 0 is Z0 * Z0 - Z1 = 0.
47 A.push((0, 0, one));
48 B.push((0, 0, one));
49 C.push((0, 1, one));
50
51 // constraint 1 entries in (A,B,C)
52 // constraint 1 is Z1 * Z0 - Z2 = 0.
53 A.push((1, 1, one));
54 B.push((1, 0, one));
55 C.push((1, 2, one));
56
57 // constraint 2 entries in (A,B,C)
58 // constraint 2 is (Z2 + Z0) * 1 - Z3 = 0.
59 A.push((2, 2, one));
60 A.push((2, 0, one));
61 B.push((2, num_vars, one));
62 C.push((2, 3, one));
63
64 // constraint 3 entries in (A,B,C)
65 // constraint 3 is (Z3 + 5) * 1 - I0 = 0.
66 A.push((3, 3, one));
67 A.push((3, num_vars, Scalar::from(5u32).to_bytes()));
68 B.push((3, num_vars, one));
69 C.push((3, num_vars + 1, one));
70
71 let inst = Instance::new(num_cons, num_vars, num_inputs, &A, &B, &C).unwrap();
72
73 // compute a satisfying assignment
74 let mut csprng: OsRng = OsRng;
75 let z0 = Scalar::random(&mut csprng);
76 let z1 = z0 * z0; // constraint 0
77 let z2 = z1 * z0; // constraint 1
78 let z3 = z2 + z0; // constraint 2
79 let i0 = z3 + Scalar::from(5u32); // constraint 3
80
81 // create a VarsAssignment
82 let mut vars = vec![Scalar::zero().to_bytes(); num_vars];
83 vars[0] = z0.to_bytes();
84 vars[1] = z1.to_bytes();
85 vars[2] = z2.to_bytes();
86 vars[3] = z3.to_bytes();
87 let assignment_vars = VarsAssignment::new(&vars).unwrap();
88
89 // create an InputsAssignment
90 let mut inputs = vec![Scalar::zero().to_bytes(); num_inputs];
91 inputs[0] = i0.to_bytes();
92 let assignment_inputs = InputsAssignment::new(&inputs).unwrap();
93
94 // check if the instance we created is satisfiable
95 let res = inst.is_sat(&assignment_vars, &assignment_inputs);
96 assert!(res.unwrap(), "should be satisfied");
97
98 (
99 num_cons,
100 num_vars,
101 num_inputs,
102 num_non_zero_entries,
103 inst,
104 assignment_vars,
105 assignment_inputs,
106 )
107}
108
109fn main() {
110 // produce an R1CS instance
111 let (
112 num_cons,
113 num_vars,
114 num_inputs,
115 num_non_zero_entries,
116 inst,
117 assignment_vars,
118 assignment_inputs,
119 ) = produce_r1cs();
120
121 // produce public parameters
122 let gens = SNARKGens::new(num_cons, num_vars, num_inputs, num_non_zero_entries);
123
124 // create a commitment to the R1CS instance
125 let (comm, decomm) = SNARK::encode(&inst, &gens);
126
127 // produce a proof of satisfiability
128 let mut prover_transcript = Transcript::new(b"snark_example");
129 let proof = SNARK::prove(
130 &inst,
131 &decomm,
132 assignment_vars,
133 &assignment_inputs,
134 &gens,
135 &mut prover_transcript,
136 );
137
138 // verify the proof of satisfiability
139 let mut verifier_transcript = Transcript::new(b"snark_example");
140 assert!(proof
141 .verify(&comm, &assignment_inputs, &mut verifier_transcript, &gens)
142 .is_ok());
143 println!("proof verification successful!");
144}