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 ark_bls12_377::Fr as Scalar;
12use ark_ff::{BigInteger, PrimeField};
13use ark_std::{One, UniformRand, Zero};
14<<<<<<< HEAD
15use libspartan::{InputsAssignment, Instance, SNARKGens, VarsAssignment, SNARK};
16=======
17use libspartan::{
18 parameters::poseidon_params,
19 poseidon_transcript::{self, PoseidonTranscript},
20 InputsAssignment, Instance, SNARKGens, VarsAssignment, SNARK,
21};
22>>>>>>> implement alternative transcript with poseidon backend
23use merlin::Transcript;
24
25#[allow(non_snake_case)]
26fn produce_r1cs() -> (
27 usize,
28 usize,
29 usize,
30 usize,
31 Instance,
32 VarsAssignment,
33 InputsAssignment,
34) {
35 // parameters of the R1CS instance
36 let num_cons = 4;
37 let num_vars = 4;
38 let num_inputs = 1;
39 let num_non_zero_entries = 8;
40
41 // We will encode the above constraints into three matrices, where
42 // the coefficients in the matrix are in the little-endian byte order
43 let mut A: Vec<(usize, usize, Vec<u8>)> = Vec::new();
44 let mut B: Vec<(usize, usize, Vec<u8>)> = Vec::new();
45 let mut C: Vec<(usize, usize, Vec<u8>)> = Vec::new();
46
47 let one = Scalar::one().into_repr().to_bytes_le();
48
49 // R1CS is a set of three sparse matrices A B C, where is a row for every
50 // constraint and a column for every entry in z = (vars, 1, inputs)
51 // An R1CS instance is satisfiable iff:
52 // Az \circ Bz = Cz, where z = (vars, 1, inputs)
53
54 // constraint 0 entries in (A,B,C)
55 // constraint 0 is Z0 * Z0 - Z1 = 0.
56 A.push((0, 0, one.clone()));
57 B.push((0, 0, one.clone()));
58 C.push((0, 1, one.clone()));
59
60 // constraint 1 entries in (A,B,C)
61 // constraint 1 is Z1 * Z0 - Z2 = 0.
62 A.push((1, 1, one.clone()));
63 B.push((1, 0, one.clone()));
64 C.push((1, 2, one.clone()));
65
66 // constraint 2 entries in (A,B,C)
67 // constraint 2 is (Z2 + Z0) * 1 - Z3 = 0.
68 A.push((2, 2, one.clone()));
69 A.push((2, 0, one.clone()));
70 B.push((2, num_vars, one.clone()));
71 C.push((2, 3, one.clone()));
72
73 // constraint 3 entries in (A,B,C)
74 // constraint 3 is (Z3 + 5) * 1 - I0 = 0.
75 A.push((3, 3, one.clone()));
76 A.push((3, num_vars, Scalar::from(5u32).into_repr().to_bytes_le()));
77 B.push((3, num_vars, one.clone()));
78 C.push((3, num_vars + 1, one.clone()));
79
80 let inst = Instance::new(num_cons, num_vars, num_inputs, &A, &B, &C).unwrap();
81
82 // compute a satisfying assignment
83 let mut rng = ark_std::rand::thread_rng();
84 let z0 = Scalar::rand(&mut rng);
85 let z1 = z0 * z0; // constraint 0
86 let z2 = z1 * z0; // constraint 1
87 let z3 = z2 + z0; // constraint 2
88 let i0 = z3 + Scalar::from(5u32); // constraint 3
89
90 // create a VarsAssignment
91 let mut vars = vec![Scalar::zero().into_repr().to_bytes_le(); num_vars];
92 vars[0] = z0.into_repr().to_bytes_le();
93 vars[1] = z1.into_repr().to_bytes_le();
94 vars[2] = z2.into_repr().to_bytes_le();
95 vars[3] = z3.into_repr().to_bytes_le();
96 let assignment_vars = VarsAssignment::new(&vars).unwrap();
97
98 // create an InputsAssignment
99 let mut inputs = vec![Scalar::zero().into_repr().to_bytes_le(); num_inputs];
100 inputs[0] = i0.into_repr().to_bytes_le();
101 let assignment_inputs = InputsAssignment::new(&inputs).unwrap();
102
103 // check if the instance we created is satisfiable
104 let res = inst.is_sat(&assignment_vars, &assignment_inputs);
105 assert!(res.unwrap(), "should be satisfied");
106
107 (
108 num_cons,
109 num_vars,
110 num_inputs,
111 num_non_zero_entries,
112 inst,
113 assignment_vars,
114 assignment_inputs,
115 )
116}
117
118fn main() {
119 // produce an R1CS instance
120 let (
121 num_cons,
122 num_vars,
123 num_inputs,
124 num_non_zero_entries,
125 inst,
126 assignment_vars,
127 assignment_inputs,
128 ) = produce_r1cs();
129
130 let params = poseidon_params();
131
132 // produce public parameters
133 let gens = SNARKGens::new(num_cons, num_vars, num_inputs, num_non_zero_entries);
134
135 // create a commitment to the R1CS instance
136 let (comm, decomm) = SNARK::encode(&inst, &gens);
137
138 // produce a proof of satisfiability
139 let mut prover_transcript = PoseidonTranscript::new(¶ms);
140 let proof = SNARK::prove(
141 &inst,
142 &comm,
143 &decomm,
144 assignment_vars,
145 &assignment_inputs,
146 &gens,
147 &mut prover_transcript,
148 );
149
150 // verify the proof of satisfiability
151 let mut verifier_transcript = PoseidonTranscript::new(¶ms);
152 assert!(proof
153 .verify(&comm, &assignment_inputs, &mut verifier_transcript, &gens)
154 .is_ok());
155 println!("proof verification successful!");
156}