nomos-pocs/da/kzg_rs/kzg.py

75 lines
2.7 KiB
Python

from functools import reduce
from itertools import batched
from typing import Sequence, Tuple
from eth2spec.deneb.mainnet import bytes_to_bls_field, BLSFieldElement, KZGCommitment as Commitment, KZGProof as Proof
from eth2spec.utils import bls
from .common import BYTES_PER_FIELD_ELEMENT, G1, BLS_MODULUS, GLOBAL_PARAMETERS_G2
from .poly import Polynomial
def bytes_to_polynomial(b: bytes, bytes_per_field_element=BYTES_PER_FIELD_ELEMENT) -> Polynomial:
"""
Convert bytes to list of BLS field scalars.
"""
assert len(b) % bytes_per_field_element == 0
eval_form = [int(bytes_to_bls_field(b)) for b in batched(b, int(bytes_per_field_element))]
return Polynomial.from_evaluations(eval_form, BLS_MODULUS)
def g1_linear_combination(polynomial: Polynomial[BLSFieldElement], global_parameters: Sequence[G1]) -> Commitment:
"""
BLS multiscalar multiplication.
"""
# we assert to have more points available than elements,
# this is dependent on the available kzg setup size
assert len(polynomial) <= len(global_parameters)
point = reduce(
bls.add,
(bls.multiply(g, p) for g, p in zip(global_parameters, polynomial)),
bls.Z1()
)
return Commitment(bls.G1_to_bytes48(point))
def bytes_to_commitment(b: bytes, global_parameters: Sequence[G1]) -> Tuple[Polynomial, Commitment]:
poly = bytes_to_polynomial(b, bytes_per_field_element=BYTES_PER_FIELD_ELEMENT)
return poly, g1_linear_combination(poly, global_parameters)
def generate_element_proof(
element_index: int,
polynomial: Polynomial,
global_parameters: Sequence[G1],
roots_of_unity: Sequence[BLSFieldElement],
) -> Proof:
# compute a witness polynomial in that satisfies `witness(x) = (f(x)-v)/(x-u)`
u = int(roots_of_unity[element_index])
v = polynomial.eval(u)
f_x_v = polynomial - Polynomial([v], BLS_MODULUS)
x_u = Polynomial([-u, 1], BLS_MODULUS)
witness, _ = f_x_v / x_u
return g1_linear_combination(witness, global_parameters)
def verify_element_proof(
chunk: BLSFieldElement,
commitment: Commitment,
proof: Proof,
element_index: int,
roots_of_unity: Sequence[BLSFieldElement],
) -> bool:
u = int(roots_of_unity[element_index])
v = chunk
commitment_check_G1 = bls.bytes48_to_G1(commitment) - bls.multiply(bls.G1(), v)
proof_check_g2 = bls.add(
GLOBAL_PARAMETERS_G2[1],
bls.neg(bls.multiply(bls.G2(), u))
)
return bls.pairing_check([
# G2 here needs to be negated due to library requirements as pairing_check([[G1, -G2], [G1, G2]])
[commitment_check_G1, bls.neg(bls.G2())],
[bls.bytes48_to_G1(proof), proof_check_g2],
])