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//! IsZero gadget works as follows:
//!
//! Given a `value` to be checked if it is zero:
//! - witnesses `inv0(value)`, where `inv0(x)` is 0 when `x` = 0, and
//! `1/x` otherwise
use eth_types::Field;
use halo2_proofs::{
circuit::{Chip, Region, Value},
plonk::{Advice, Column, ConstraintSystem, Error, Expression, VirtualCells},
poly::Rotation,
};
use crate::util::Expr;
/// Trait that needs to be implemented for any gadget or circuit that wants to
/// implement `IsZero`.
pub trait IsZeroInstruction<F: Field> {
/// Given a `value` to be checked if it is zero:
/// - witnesses `inv0(value)`, where `inv0(x)` is 0 when `x` = 0, and `1/x` otherwise
fn assign(
&self,
region: &mut Region<'_, F>,
offset: usize,
value: Value<F>,
) -> Result<(), Error>;
}
/// Config struct representing the required fields for an `IsZero` config to
/// exist.
#[derive(Clone, Debug)]
pub struct IsZeroConfig<F> {
/// Modular inverse of the value.
pub value_inv: Column<Advice>,
/// This can be used directly for custom gate at the offset if `is_zero` is
/// called, it will be 1 if `value` is zero, and 0 otherwise.
pub is_zero_expression: Expression<F>,
}
impl<F: Field> IsZeroConfig<F> {
/// Returns the is_zero expression
pub fn expr(&self) -> Expression<F> {
self.is_zero_expression.clone()
}
/// Annotates columns of this gadget embedded within a circuit region.
pub fn annotate_columns_in_region(&self, region: &mut Region<F>, prefix: &str) {
[(self.value_inv, "GADGETS_IS_ZERO_inverse_witness")]
.iter()
.for_each(|(col, ann)| region.name_column(|| format!("{}_{}", prefix, ann), *col));
}
}
#[derive(Debug, Clone)]
/// Wrapper around [`IsZeroConfig`] for which [`Chip`] is implemented.
pub struct IsZeroChip<F> {
config: IsZeroConfig<F>,
}
#[rustfmt::skip]
impl<F: Field> IsZeroChip<F> {
/// Sets up the configuration of the chip by creating the required columns
/// and defining the constraints that take part when using `is_zero` gate.
///
/// Truth table of iz_zero gate:
/// +----+-------+-----------+-----------------------+---------------------------------+-------------------------------------+
/// | ok | value | value_inv | 1 - value ⋅ value_inv | value ⋅ (1 - value ⋅ value_inv) | value_inv ⋅ (1 - value ⋅ value_inv) |
/// +----+-------+-----------+-----------------------+---------------------------------+-------------------------------------+
/// | V | 0 | 0 | 1 | 0 | 0 |
/// | | 0 | x | 1 | 0 | x |
/// | | x | 0 | 1 | x | 0 |
/// | V | x | 1/x | 0 | 0 | 0 |
/// | | x | y | 1 - xy | x(1 - xy) | y(1 - xy) |
/// +----+-------+-----------+-----------------------+---------------------------------+-------------------------------------+
pub fn configure(
meta: &mut ConstraintSystem<F>,
q_enable: impl FnOnce(&mut VirtualCells<'_, F>) -> Expression<F>,
value: impl FnOnce(&mut VirtualCells<'_, F>) -> Expression<F>,
value_inv: Column<Advice>,
) -> IsZeroConfig<F> {
// dummy initialization
let mut is_zero_expression = 0.expr();
meta.create_gate("is_zero gate", |meta| {
let q_enable = q_enable(meta);
let value_inv = meta.query_advice(value_inv, Rotation::cur());
let value = value(meta);
is_zero_expression = 1.expr() - value.clone() * value_inv;
// We wish to satisfy the below constrain for the following cases:
//
// 1. value == 0
// 2. if value != 0, require is_zero_expression == 0 => value_inv == value.invert()
[q_enable * value * is_zero_expression.clone()]
});
IsZeroConfig::<F> {
value_inv,
is_zero_expression,
}
}
/// Given an `IsZeroConfig`, construct the chip.
pub fn construct(config: IsZeroConfig<F>) -> Self {
IsZeroChip { config }
}
/// Annotates columns of this gadget embedded within a circuit region.
pub fn annotate_columns_in_region(&self, region: &mut Region<F>, prefix: &str) {
self.config.annotate_columns_in_region(region, prefix)
}
}
impl<F: Field> IsZeroInstruction<F> for IsZeroChip<F> {
fn assign(
&self,
region: &mut Region<'_, F>,
offset: usize,
value: Value<F>,
) -> Result<(), Error> {
let config = self.config();
let value_invert = value.map(|value| value.invert().unwrap_or(F::ZERO));
region.assign_advice(
|| "witness inverse of value",
config.value_inv,
offset,
|| value_invert,
)?;
Ok(())
}
}
impl<F: Field> Chip<F> for IsZeroChip<F> {
type Config = IsZeroConfig<F>;
type Loaded = ();
fn config(&self) -> &Self::Config {
&self.config
}
fn loaded(&self) -> &Self::Loaded {
&()
}
}
#[cfg(test)]
mod test {
use super::{IsZeroChip, IsZeroConfig, IsZeroInstruction};
use eth_types::Field;
use halo2_proofs::{
circuit::{Layouter, SimpleFloorPlanner, Value},
dev::MockProver,
halo2curves::bn256::Fr as Fp,
plonk::{Advice, Circuit, Column, ConstraintSystem, Error, Selector},
poly::Rotation,
};
use std::marker::PhantomData;
macro_rules! try_test_circuit {
($values:expr, $checks:expr) => {{
// let k = usize::BITS - $values.len().leading_zeros();
// TODO: remove zk blinding factors in halo2 to restore the
// correct k (without the extra + 2).
let k = usize::BITS - $values.len().leading_zeros() + 2;
let circuit = TestCircuit::<Fp> {
values: Some($values),
checks: Some($checks),
_marker: PhantomData,
};
let prover = MockProver::<Fp>::run(k, &circuit, vec![]).unwrap();
prover.assert_satisfied()
}};
}
macro_rules! try_test_circuit_error {
($values:expr, $checks:expr) => {{
// let k = usize::BITS - $values.len().leading_zeros();
// TODO: remove zk blinding factors in halo2 to restore the
// correct k (without the extra + 2).
let k = usize::BITS - $values.len().leading_zeros() + 2;
let circuit = TestCircuit::<Fp> {
values: Some($values),
checks: Some($checks),
_marker: PhantomData,
};
let prover = MockProver::<Fp>::run(k, &circuit, vec![]).unwrap();
assert!(prover.verify().is_err());
}};
}
#[test]
fn row_diff_is_zero() {
#[derive(Clone, Debug)]
struct TestCircuitConfig<F> {
q_enable: Selector,
value: Column<Advice>,
check: Column<Advice>,
is_zero: IsZeroConfig<F>,
}
#[derive(Default)]
struct TestCircuit<F: Field> {
values: Option<Vec<u64>>,
// checks[i] = is_zero(values[i + 1] - values[i])
checks: Option<Vec<bool>>,
_marker: PhantomData<F>,
}
impl<F: Field> Circuit<F> for TestCircuit<F> {
type Config = TestCircuitConfig<F>;
type FloorPlanner = SimpleFloorPlanner;
type Params = ();
fn without_witnesses(&self) -> Self {
Self::default()
}
fn configure(meta: &mut ConstraintSystem<F>) -> Self::Config {
let q_enable = meta.complex_selector();
let value = meta.advice_column();
let value_diff_inv = meta.advice_column();
let check = meta.advice_column();
let is_zero = IsZeroChip::configure(
meta,
|meta| meta.query_selector(q_enable),
|meta| {
let value_prev = meta.query_advice(value, Rotation::prev());
let value_cur = meta.query_advice(value, Rotation::cur());
value_cur - value_prev
},
value_diff_inv,
);
let config = Self::Config {
q_enable,
value,
check,
is_zero,
};
meta.create_gate("check is_zero", |meta| {
let q_enable = meta.query_selector(q_enable);
// This verifies is_zero is calculated correctly
let check = meta.query_advice(config.check, Rotation::cur());
vec![q_enable * (config.is_zero.is_zero_expression.clone() - check)]
});
config
}
fn synthesize(
&self,
config: Self::Config,
mut layouter: impl Layouter<F>,
) -> Result<(), Error> {
let chip = IsZeroChip::construct(config.is_zero.clone());
let values: Vec<_> = self
.values
.as_ref()
.map(|values| values.iter().map(|value| F::from(*value)).collect())
.ok_or(Error::Synthesis)?;
let checks = self.checks.as_ref().ok_or(Error::Synthesis)?;
let (first_value, values) = values.split_at(1);
let first_value = first_value[0];
layouter.assign_region(
|| "witness",
|mut region| {
region.assign_advice(
|| "first row value",
config.value,
0,
|| Value::known(first_value),
)?;
let mut value_prev = first_value;
for (idx, (value, check)) in values.iter().zip(checks).enumerate() {
region.assign_advice(
|| "check",
config.check,
idx + 1,
|| Value::known(F::from(*check as u64)),
)?;
region.assign_advice(
|| "value",
config.value,
idx + 1,
|| Value::known(*value),
)?;
config.q_enable.enable(&mut region, idx + 1)?;
chip.assign(&mut region, idx + 1, Value::known(*value - value_prev))?;
value_prev = *value;
}
Ok(())
},
)
}
}
// ok
try_test_circuit!(vec![1, 2, 3, 4, 5], vec![false, false, false, false]);
try_test_circuit!(
vec![1, 2, 2, 3, 3], //
vec![false, true, false, true]
);
// error
try_test_circuit_error!(vec![1, 2, 3, 4, 5], vec![true, true, true, true]);
try_test_circuit_error!(vec![1, 2, 2, 3, 3], vec![true, false, true, false]);
}
#[test]
fn column_diff_is_zero() {
#[derive(Clone, Debug)]
struct TestCircuitConfig<F> {
q_enable: Selector,
value_a: Column<Advice>,
value_b: Column<Advice>,
check: Column<Advice>,
is_zero: IsZeroConfig<F>,
}
#[derive(Default)]
struct TestCircuit<F: Field> {
values: Option<Vec<(u64, u64)>>,
// checks[i] = is_zero(values[i].0 - values[i].1)
checks: Option<Vec<bool>>,
_marker: PhantomData<F>,
}
impl<F: Field> Circuit<F> for TestCircuit<F> {
type Config = TestCircuitConfig<F>;
type FloorPlanner = SimpleFloorPlanner;
type Params = ();
fn without_witnesses(&self) -> Self {
Self::default()
}
fn configure(meta: &mut ConstraintSystem<F>) -> Self::Config {
let q_enable = meta.complex_selector();
let (value_a, value_b) = (meta.advice_column(), meta.advice_column());
let value_diff_inv = meta.advice_column();
let check = meta.advice_column();
let is_zero = IsZeroChip::configure(
meta,
|meta| meta.query_selector(q_enable),
|meta| {
let value_a = meta.query_advice(value_a, Rotation::cur());
let value_b = meta.query_advice(value_b, Rotation::cur());
value_a - value_b
},
value_diff_inv,
);
let config = Self::Config {
q_enable,
value_a,
value_b,
check,
is_zero,
};
meta.create_gate("check is_zero", |meta| {
let q_enable = meta.query_selector(q_enable);
// This verifies is_zero is calculated correctly
let check = meta.query_advice(config.check, Rotation::cur());
vec![q_enable * (config.is_zero.is_zero_expression.clone() - check)]
});
config
}
fn synthesize(
&self,
config: Self::Config,
mut layouter: impl Layouter<F>,
) -> Result<(), Error> {
let chip = IsZeroChip::construct(config.is_zero.clone());
let values: Vec<_> = self
.values
.as_ref()
.map(|values| {
values
.iter()
.map(|(value_a, value_b)| (F::from(*value_a), F::from(*value_b)))
.collect()
})
.ok_or(Error::Synthesis)?;
let checks = self.checks.as_ref().ok_or(Error::Synthesis)?;
layouter.assign_region(
|| "witness",
|mut region| {
for (idx, ((value_a, value_b), check)) in
values.iter().zip(checks).enumerate()
{
region.assign_advice(
|| "check",
config.check,
idx + 1,
|| Value::known(F::from(*check as u64)),
)?;
region.assign_advice(
|| "value_a",
config.value_a,
idx + 1,
|| Value::known(*value_a),
)?;
region.assign_advice(
|| "value_b",
config.value_b,
idx + 1,
|| Value::known(*value_b),
)?;
config.q_enable.enable(&mut region, idx + 1)?;
chip.assign(&mut region, idx + 1, Value::known(*value_a - *value_b))?;
}
Ok(())
},
)
}
}
// ok
try_test_circuit!(vec![(1, 2), (3, 4), (5, 6)], vec![false, false, false]);
try_test_circuit!(vec![(1, 1), (3, 4), (6, 6)], vec![true, false, true]);
// error
try_test_circuit_error!(vec![(1, 2), (3, 4), (5, 6)], vec![true, true, true]);
try_test_circuit_error!(vec![(1, 1), (3, 4), (6, 6)], vec![false, true, false]);
}
}