use std::{
array::from_fn,
borrow::{Borrow, BorrowMut},
};
use openvm_circuit_primitives_derive::AlignedBorrow;
use openvm_stark_backend::{
any_air_arc_vec,
p3_air::{Air, AirBuilder, BaseAir},
p3_field::{Field, PrimeCharacteristicRing},
p3_matrix::{dense::RowMajorMatrix, Matrix},
p3_maybe_rayon::prelude::*,
prover::AirProvingContext,
utils::disable_debug_builder,
BaseAirWithPublicValues, PartitionedBaseAir, StarkEngine, StarkTestError,
};
#[cfg(not(feature = "cuda"))]
use openvm_stark_sdk::config::baby_bear_poseidon2::F;
use openvm_stark_sdk::utils::create_seeded_rng;
use rand::Rng;
use test_case::test_case;
#[cfg(feature = "cuda")]
use {
crate::cuda_abi::is_equal,
openvm_cuda_backend::{
base::DeviceMatrix, data_transporter::assert_eq_host_and_device_matrix, prelude::F,
},
openvm_cuda_common::copy::MemCopyH2D as _,
openvm_stark_backend::p3_field::PrimeField32,
std::sync::Arc,
};
use super::{IsEqArrayAuxCols, IsEqArrayIo, IsEqArraySubAir};
use crate::{
utils::test_engine_small, ColumnsAir, StructReflection, StructReflectionHelper, SubAir,
TraceSubRowGenerator,
};
#[repr(C)]
#[derive(AlignedBorrow, StructReflection)]
pub struct IsEqArrayCols<T, const N: usize> {
x: [T; N],
y: [T; N],
out: T,
aux: IsEqArrayAuxCols<T, N>,
}
#[derive(Clone, Copy, ColumnsAir)]
#[columns_via(IsEqArrayCols<u8, N>)]
pub struct IsEqArrayTestAir<const N: usize>(IsEqArraySubAir<N>);
impl<F: Field, const N: usize> BaseAirWithPublicValues<F> for IsEqArrayTestAir<N> {}
impl<F: Field, const N: usize> PartitionedBaseAir<F> for IsEqArrayTestAir<N> {}
impl<F: Field, const N: usize> BaseAir<F> for IsEqArrayTestAir<N> {
fn width(&self) -> usize {
IsEqArrayCols::<F, N>::width()
}
}
impl<AB: AirBuilder, const N: usize> Air<AB> for IsEqArrayTestAir<N>
where
AB::Var: Copy,
AB::F: Field,
{
fn eval(&self, builder: &mut AB) {
let main = builder.main();
let local = main.row_slice(0).expect("window should have two elements");
let local: &IsEqArrayCols<AB::Var, N> = (*local).borrow();
let io = IsEqArrayIo {
x: local.x.map(Into::into),
y: local.y.map(Into::into),
out: local.out.into(),
condition: AB::Expr::ONE,
};
self.0.eval(builder, (io, local.aux.diff_inv_marker));
}
}
pub struct IsEqArrayChip<F, const N: usize> {
air: IsEqArrayTestAir<N>,
pairs: Vec<([F; N], [F; N])>,
}
impl<F: Field, const N: usize> IsEqArrayChip<F, N> {
pub fn new(pairs: Vec<([F; N], [F; N])>) -> Self {
let air = IsEqArrayTestAir(IsEqArraySubAir);
Self { air, pairs }
}
pub fn generate_trace(self) -> RowMajorMatrix<F> {
let air: IsEqArraySubAir<N> = IsEqArraySubAir;
assert!(self.pairs.len().is_power_of_two());
let width = IsEqArrayCols::<F, N>::width();
let mut rows = F::zero_vec(width * self.pairs.len());
rows.par_chunks_mut(width)
.zip(self.pairs)
.for_each(|(row, (x, y))| {
let row: &mut IsEqArrayCols<F, N> = row.borrow_mut();
air.generate_subrow((&x, &y), (&mut row.aux.diff_inv_marker, &mut row.out));
row.x = x;
row.y = y;
});
RowMajorMatrix::new(rows, width)
}
}
#[test_case([1, 2, 3], [1, 2, 3], 1; "1, 2, 3 == 1, 2, 3")]
#[test_case([1, 2, 3], [1, 2, 1], 0; "1, 2, 3 != 1, 2, 1")]
#[test_case([2, 2, 7], [3, 5, 1], 0; "2, 2, 7 != 3, 5, 1")]
#[test_case([17, 23, 4], [17, 23, 4], 1; "17, 23, 4 == 17, 23, 4")]
#[test_case([92, 27, 32], [92, 27, 32], 1; "92, 27, 32 == 92, 27, 32")]
#[test_case([1, 27, 4], [1, 2, 43], 0; "1, 27, 4 != 1, 2, 43")]
fn test_is_eq_array_single_row(x: [u32; 3], y: [u32; 3], is_equal: u32) {
let x = x.map(PrimeCharacteristicRing::from_u32);
let y = y.map(PrimeCharacteristicRing::from_u32);
let chip = IsEqArrayChip::new(vec![(x, y)]);
let air = chip.air;
let trace = chip.generate_trace();
let row: &IsEqArrayCols<F, 3> = trace.values.as_slice().borrow();
assert_eq!(row.out, PrimeCharacteristicRing::from_u32(is_equal));
let traces = [trace]
.into_iter()
.map(AirProvingContext::simple_no_pis)
.collect::<Vec<_>>();
test_engine_small()
.run_test(any_air_arc_vec![air], traces)
.expect("Verification failed");
}
#[test]
fn test_is_eq_array_multi_rows() {
let pairs = [
([1, 2, 3], [1, 2, 1]),
([2, 2, 7], [3, 5, 1]),
([17, 23, 4], [17, 23, 4]),
([1, 2, 3], [1, 2, 1]),
]
.into_iter()
.map(|(x, y)| {
(
x.map(PrimeCharacteristicRing::from_u32),
y.map(PrimeCharacteristicRing::from_u32),
)
})
.collect();
let chip = IsEqArrayChip::new(pairs);
let air = chip.air;
let trace = chip.generate_trace();
let traces = [trace]
.into_iter()
.map(AirProvingContext::simple_no_pis)
.collect::<Vec<_>>();
test_engine_small()
.run_test(any_air_arc_vec![air], traces)
.expect("Verification failed");
}
#[test_case([1, 2, 3], [1, 2, 3]; "1, 2, 3 == 1, 2, 3")]
#[test_case([1, 2, 3], [1, 2, 1]; "1, 2, 3 != 1, 2, 1")]
#[test_case([2, 2, 7], [3, 5, 1]; "2, 2, 7 != 3, 5, 1")]
#[test_case([17, 23, 4], [17, 23, 4]; "17, 23, 4 == 17, 23, 4")]
#[test_case([92, 27, 32], [92, 27, 32]; "92, 27, 32 == 92, 27, 32")]
#[test_case([1, 27, 4], [1, 2, 43]; "1, 27, 4 != 1, 2, 43")]
fn test_is_eq_array_single_row_fail(x: [u32; 3], y: [u32; 3]) {
let x = x.map(PrimeCharacteristicRing::from_u32);
let y = y.map(PrimeCharacteristicRing::from_u32);
let chip = IsEqArrayChip::new(vec![(x, y)]);
let air = chip.air;
let mut trace = chip.generate_trace();
disable_debug_builder();
let row: &mut IsEqArrayCols<F, 3> = trace.values.as_mut_slice().borrow_mut();
row.out = F::ONE - row.out;
let traces = [trace]
.into_iter()
.map(AirProvingContext::simple_no_pis)
.collect::<Vec<_>>();
let result = test_engine_small().run_test(any_air_arc_vec![air], traces);
assert!(matches!(result, Err(StarkTestError::Verifier(_))));
}
#[test]
fn test_is_eq_array_fail_rand() {
const N: usize = 4;
let height = 2;
let mut rng = create_seeded_rng();
let pairs: Vec<_> = (0..height)
.map(|_| {
let x = from_fn(|_| F::from_u32(rng.random::<u32>()));
(x, x)
})
.collect();
let chip = IsEqArrayChip::<_, N>::new(pairs);
let air = chip.air;
let mut trace = chip.generate_trace();
disable_debug_builder();
trace.row_mut(0)[0] += F::from_u32(rng.random::<u32>() + 1);
let traces = [trace]
.into_iter()
.map(AirProvingContext::simple_no_pis)
.collect::<Vec<_>>();
let result = test_engine_small().run_test(any_air_arc_vec![air], traces);
assert!(matches!(result, Err(StarkTestError::Verifier(_))));
}
#[cfg(feature = "cuda")]
#[test]
fn test_cuda_simple_is_equal_array_tracegen() {
const ARRAY_LEN: usize = 4;
let device_ctx = crate::utils::test_device_ctx();
let n = 4;
let trace = DeviceMatrix::<F>::with_capacity_on(n, ARRAY_LEN + 1, &device_ctx);
let vec_x: Vec<F> = vec![1u32, 2, 3, 4, 5, 6, 7, 8, 9u32, 10, 11, 12, 13, 14, 15, 16]
.into_iter()
.map(F::from_u32)
.collect();
let vec_y: Vec<F> = vec![
1u32, 3, 3, 4, 5, 6, 10, 8, 9u32, 10, 11, 12, 13, 200, 15, 16,
]
.into_iter()
.map(F::from_u32)
.collect();
let inputs_x = vec_x.as_slice().to_device_on(&device_ctx).unwrap();
let inputs_y = vec_y.as_slice().to_device_on(&device_ctx).unwrap();
unsafe {
is_equal::dummy_tracegen_array(
trace.buffer(),
&inputs_x,
&inputs_y,
ARRAY_LEN,
device_ctx.stream.as_raw(),
)
.unwrap()
};
let cpu_matrix = Arc::new(RowMajorMatrix::<F>::new(
(0..n)
.flat_map(|i| {
let cur_x: [F; ARRAY_LEN] = std::array::from_fn(|k| vec_x[i + k * n]);
let cur_y: [F; ARRAY_LEN] = std::array::from_fn(|k| vec_y[i + k * n]);
let mut cur_inv: [F; ARRAY_LEN] = [F::ONE; ARRAY_LEN];
let mut cur_out = F::ONE;
IsEqArraySubAir.generate_subrow((&cur_x, &cur_y), (&mut cur_inv, &mut cur_out));
cur_inv.into_iter().chain(std::iter::once(cur_out))
})
.collect::<Vec<_>>(),
ARRAY_LEN + 1,
));
assert_eq_host_and_device_matrix(cpu_matrix, &trace, &device_ctx);
}
#[cfg(feature = "cuda")]
#[test]
fn test_cuda_random_is_equal_array_tracegen() {
let device_ctx = crate::utils::test_device_ctx();
let mut rng = create_seeded_rng();
const ARRAY_LEN: usize = 64;
for log_height in 1..=16 {
let n = 1 << log_height;
let vec_x: Vec<F> = (0..n * ARRAY_LEN)
.map(|_| F::from_u32(rng.random_range(0..F::ORDER_U32)))
.collect();
let vec_y: Vec<F> = (0..n * ARRAY_LEN)
.map(|_| F::from_u32(rng.random_range(0..F::ORDER_U32)))
.collect();
let inputs_x = vec_x.as_slice().to_device_on(&device_ctx).unwrap();
let inputs_y = vec_y.as_slice().to_device_on(&device_ctx).unwrap();
let gpu_matrix = DeviceMatrix::<F>::with_capacity_on(n, ARRAY_LEN + 1, &device_ctx);
unsafe {
is_equal::dummy_tracegen_array(
gpu_matrix.buffer(),
&inputs_x,
&inputs_y,
ARRAY_LEN,
device_ctx.stream.as_raw(),
)
.unwrap();
}
let cpu_matrix = Arc::new(RowMajorMatrix::<F>::new(
(0..n)
.flat_map(|i| {
let cur_x: [F; ARRAY_LEN] = std::array::from_fn(|k| vec_x[i + k * n]);
let cur_y: [F; ARRAY_LEN] = std::array::from_fn(|k| vec_y[i + k * n]);
let mut cur_inv: [F; ARRAY_LEN] = [F::ONE; ARRAY_LEN];
let mut cur_out = F::ONE;
IsEqArraySubAir.generate_subrow((&cur_x, &cur_y), (&mut cur_inv, &mut cur_out));
cur_inv.into_iter().chain(std::iter::once(cur_out))
})
.collect::<Vec<_>>(),
ARRAY_LEN + 1,
));
assert_eq_host_and_device_matrix(cpu_matrix, &gpu_matrix, &device_ctx);
}
}