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// Copyright (c) Facebook, Inc. and its affiliates.
//
// This source code is licensed under the MIT license found in the
// LICENSE file in the root directory of this source tree.
use air::{Air, AuxRandElements, EvaluationFrame, LagrangeKernelBoundaryConstraint, TraceInfo};
use math::{polynom, FieldElement, StarkField};
use super::ColMatrix;
mod trace_lde;
pub use trace_lde::{DefaultTraceLde, TraceLde};
mod poly_table;
pub use poly_table::TracePolyTable;
mod trace_table;
pub use trace_table::{TraceTable, TraceTableFragment};
#[cfg(test)]
mod tests;
/// Defines an [`AuxTraceWithMetadata`] type where the type arguments use their equivalents in an
/// [`Air`].
type AirAuxTraceWithMetadata<A, E> = AuxTraceWithMetadata<E, <A as Air>::GkrProof>;
// AUX TRACE WITH METADATA
// ================================================================================================
/// Holds the auxiliary trace, the random elements used when generating the auxiliary trace, and
/// optionally, a GKR proof. See [`crate::Proof`] for more information about the auxiliary
/// proof.
pub struct AuxTraceWithMetadata<E: FieldElement, GkrProof> {
pub aux_trace: ColMatrix<E>,
pub aux_rand_elements: AuxRandElements<E>,
pub gkr_proof: Option<GkrProof>,
}
// TRACE TRAIT
// ================================================================================================
/// Defines an execution trace of a computation.
///
/// Execution trace can be reduced to a two-dimensional matrix in which each row represents the
/// state of a computation at a single point in time and each column corresponds to an algebraic
/// column tracked over all steps of the computation.
///
/// Building a trace is required for STARK proof generation. An execution trace of a specific
/// instance of a computation must be supplied to [Prover::prove()](super::Prover::prove) method
/// to generate a STARK proof.
///
/// This crate exposes one concrete implementation of the [Trace] trait: [TraceTable]. This
/// implementation supports concurrent trace generation and should be sufficient in most
/// situations. However, if functionality provided by [TraceTable] is not sufficient, uses can
/// provide custom implementations of the [Trace] trait which better suit their needs.
pub trait Trace: Sized {
/// Base field for this execution trace.
///
/// All cells of this execution trace contain values which are elements in this field.
type BaseField: StarkField;
// REQUIRED METHODS
// --------------------------------------------------------------------------------------------
/// Returns trace info for this trace.
fn info(&self) -> &TraceInfo;
/// Returns a reference to a [Matrix] describing the main segment of this trace.
fn main_segment(&self) -> &ColMatrix<Self::BaseField>;
/// Reads an evaluation frame from the main trace segment at the specified row.
fn read_main_frame(&self, row_idx: usize, frame: &mut EvaluationFrame<Self::BaseField>);
// PROVIDED METHODS
// --------------------------------------------------------------------------------------------
/// Returns the number of rows in this trace.
fn length(&self) -> usize {
self.info().length()
}
/// Returns the number of columns in the main segment of this trace.
fn main_trace_width(&self) -> usize {
self.info().main_trace_width()
}
/// Returns the number of columns in the auxiliary trace segment.
fn aux_trace_width(&self) -> usize {
self.info().aux_segment_width()
}
/// Checks if this trace is valid against the specified AIR, and panics if not.
///
/// NOTE: this is a very expensive operation and is intended for use only in debug mode.
fn validate<A, E>(
&self,
air: &A,
aux_trace_with_metadata: Option<&AirAuxTraceWithMetadata<A, E>>,
) where
A: Air<BaseField = Self::BaseField>,
E: FieldElement<BaseField = Self::BaseField>,
{
// make sure the width align; if they don't something went terribly wrong
assert_eq!(
self.main_trace_width(),
air.trace_info().main_trace_width(),
"inconsistent trace width: expected {}, but was {}",
self.main_trace_width(),
air.trace_info().main_trace_width(),
);
// --- 1. make sure the assertions are valid ----------------------------------------------
// first, check assertions against the main segment of the execution trace
for assertion in air.get_assertions() {
assertion.apply(self.length(), |step, value| {
assert!(
value == self.main_segment().get(assertion.column(), step),
"trace does not satisfy assertion main_trace({}, {}) == {}",
assertion.column(),
step,
value
);
});
}
// then, check assertions against the auxiliary trace segment
if let Some(aux_trace_with_metadata) = aux_trace_with_metadata {
let aux_trace = &aux_trace_with_metadata.aux_trace;
let aux_rand_elements = &aux_trace_with_metadata.aux_rand_elements;
for assertion in air.get_aux_assertions(aux_rand_elements.rand_elements()) {
// get the matrix and verify the assertion against it
assertion.apply(self.length(), |step, value| {
assert!(
value == aux_trace.get(assertion.column(), step),
"trace does not satisfy assertion aux_trace({}, {}) == {}",
assertion.column(),
step,
value
);
});
}
// then, check the Lagrange kernel assertion, if any
if let Some(lagrange_kernel_col_idx) = air.context().lagrange_kernel_aux_column_idx() {
let boundary_constraint_assertion_value =
LagrangeKernelBoundaryConstraint::assertion_value(
aux_rand_elements
.lagrange()
.expect("expected Lagrange kernel rand elements to be present"),
);
assert_eq!(
boundary_constraint_assertion_value,
aux_trace.get(lagrange_kernel_col_idx, 0)
);
}
}
// --- 2. make sure this trace satisfies all transition constraints -----------------------
// collect the info needed to build periodic values for a specific step
let g = air.trace_domain_generator();
let periodic_values_polys = air.get_periodic_column_polys();
let mut periodic_values = vec![Self::BaseField::ZERO; periodic_values_polys.len()];
// initialize buffers to hold evaluation frames and results of constraint evaluations
let mut x = Self::BaseField::ONE;
let mut main_frame = EvaluationFrame::new(self.main_trace_width());
let mut aux_frame = if air.trace_info().is_multi_segment() {
Some(EvaluationFrame::<E>::new(self.aux_trace_width()))
} else {
None
};
let mut main_evaluations =
vec![Self::BaseField::ZERO; air.context().num_main_transition_constraints()];
let mut aux_evaluations = vec![E::ZERO; air.context().num_aux_transition_constraints()];
// we check transition constraints on all steps except the last k steps, where k is the
// number of steps exempt from transition constraints (guaranteed to be at least 1)
for step in 0..self.length() - air.context().num_transition_exemptions() {
// build periodic values
for (p, v) in periodic_values_polys.iter().zip(periodic_values.iter_mut()) {
let num_cycles = air.trace_length() / p.len();
let x = x.exp((num_cycles as u32).into());
*v = polynom::eval(p, x);
}
// evaluate transition constraints for the main trace segment and make sure they all
// evaluate to zeros
self.read_main_frame(step, &mut main_frame);
air.evaluate_transition(&main_frame, &periodic_values, &mut main_evaluations);
for (i, &evaluation) in main_evaluations.iter().enumerate() {
assert!(
evaluation == Self::BaseField::ZERO,
"main transition constraint {i} did not evaluate to ZERO at step {step}"
);
}
// evaluate transition constraints for the auxiliary trace segment (if any) and make
// sure they all evaluate to zeros
if let Some(ref mut aux_frame) = aux_frame {
let aux_trace_with_metadata =
aux_trace_with_metadata.expect("expected aux trace to be present");
let aux_trace = &aux_trace_with_metadata.aux_trace;
let aux_rand_elements = &aux_trace_with_metadata.aux_rand_elements;
read_aux_frame(aux_trace, step, aux_frame);
air.evaluate_aux_transition(
&main_frame,
aux_frame,
&periodic_values,
aux_rand_elements.rand_elements(),
&mut aux_evaluations,
);
for (i, &evaluation) in aux_evaluations.iter().enumerate() {
assert!(
evaluation == E::ZERO,
"auxiliary transition constraint {i} did not evaluate to ZERO at step {step}"
);
}
}
// update x coordinate of the domain
x *= g;
}
// evaluate transition constraints for Lagrange kernel column (if any) and make sure
// they all evaluate to zeros
if let Some(col_idx) = air.context().lagrange_kernel_aux_column_idx() {
let aux_trace_with_metadata =
aux_trace_with_metadata.expect("expected aux trace to be present");
let aux_trace = &aux_trace_with_metadata.aux_trace;
let aux_rand_elements = &aux_trace_with_metadata.aux_rand_elements;
let c = aux_trace.get_column(col_idx);
let v = self.length().ilog2() as usize;
let r = aux_rand_elements.lagrange().expect("expected Lagrange column to be present");
// Loop over every constraint
for constraint_idx in 1..v + 1 {
let domain_step = 2_usize.pow((v - constraint_idx + 1) as u32);
let domain_half_step = 2_usize.pow((v - constraint_idx) as u32);
// Every transition constraint has a different enforcement domain (i.e. the rows to which it applies).
let enforcement_dom_len = self.length() / domain_step;
for dom_idx in 0..enforcement_dom_len {
let x_current = dom_idx * domain_step;
let x_next = x_current + domain_half_step;
let evaluation = (r[v - constraint_idx] * c[x_current])
- ((E::ONE - r[v - constraint_idx]) * c[x_next]);
assert!(
evaluation == E::ZERO,
"Lagrange transition constraint {constraint_idx} did not evaluate to ZERO at step {x_current}"
);
}
}
}
}
}
// HELPER FUNCTIONS
// ================================================================================================
/// Reads an evaluation frame from the provided auxiliary segment.
///
/// This is probably not the most efficient implementation, but since we call this function only
/// for trace validation purposes (which is done in debug mode only), we don't care all that much
/// about its performance.
fn read_aux_frame<E>(aux_segment: &ColMatrix<E>, row_idx: usize, frame: &mut EvaluationFrame<E>)
where
E: FieldElement,
{
for (current_frame_cell, aux_segment_col) in
frame.current_mut().iter_mut().zip(aux_segment.columns())
{
*current_frame_cell = aux_segment_col[row_idx];
}
let next_row_idx = (row_idx + 1) % aux_segment.num_rows();
for (next_frame_cell, aux_segment_col) in frame.next_mut().iter_mut().zip(aux_segment.columns())
{
*next_frame_cell = aux_segment_col[next_row_idx];
}
}