From 296ba921c9c06c7aa2b5daea4c34c4407601f524 Mon Sep 17 00:00:00 2001 From: George Kadianakis Date: Mon, 16 Jan 2023 15:57:35 +0200 Subject: [PATCH] EIP4844: Handle barycentric evaluations at roots of unity --- specs/eip4844/polynomial-commitments.md | 8 +++-- .../test_polynomial_commitments.py | 34 +++++++++++++++++++ .../pyspec/eth2spec/test/helpers/sharding.py | 32 +++++++++++++++++ 3 files changed, 71 insertions(+), 3 deletions(-) diff --git a/specs/eip4844/polynomial-commitments.md b/specs/eip4844/polynomial-commitments.md index 8884457ed..26ee00487 100644 --- a/specs/eip4844/polynomial-commitments.md +++ b/specs/eip4844/polynomial-commitments.md @@ -302,11 +302,13 @@ def evaluate_polynomial_in_evaluation_form(polynomial: Polynomial, assert width == FIELD_ELEMENTS_PER_BLOB inverse_width = bls_modular_inverse(BLSFieldElement(width)) - # Make sure we won't divide by zero during division - assert z not in ROOTS_OF_UNITY - roots_of_unity_brp = bit_reversal_permutation(ROOTS_OF_UNITY) + # If we are asked to evaluate within the domain, we already know the answer + if z in roots_of_unity_brp: + eval_index = roots_of_unity_brp.index(z) + return BLSFieldElement(polynomial[eval_index]) + result = 0 for i in range(width): a = BLSFieldElement(int(polynomial[i]) * int(roots_of_unity_brp[i]) % BLS_MODULUS) diff --git a/tests/core/pyspec/eth2spec/test/eip4844/unittests/polynomial_commitments/test_polynomial_commitments.py b/tests/core/pyspec/eth2spec/test/eip4844/unittests/polynomial_commitments/test_polynomial_commitments.py index 3e9e2cb63..75a4e822a 100644 --- a/tests/core/pyspec/eth2spec/test/eip4844/unittests/polynomial_commitments/test_polynomial_commitments.py +++ b/tests/core/pyspec/eth2spec/test/eip4844/unittests/polynomial_commitments/test_polynomial_commitments.py @@ -4,6 +4,8 @@ from eth2spec.test.context import ( ) from eth2spec.test.helpers.sharding import ( get_sample_blob, + get_poly_in_both_forms, + eval_poly_in_coeff_form, ) @@ -18,3 +20,35 @@ def test_verify_kzg_proof(spec, state): y = spec.evaluate_polynomial_in_evaluation_form(polynomial, x) assert spec.verify_kzg_proof_impl(commitment, x, y, proof) + + +@with_eip4844_and_later +@spec_state_test +def test_barycentric_within_domain(spec, state): + """ + Test barycentric formula correctness by using it to evaluate a polynomial at all the points of its domain + (the roots of unity). + + Then make sure that we would get the same result if we evaluated it from coefficient form without using the + barycentric formula + """ + poly_coeff, poly_eval = get_poly_in_both_forms(spec) + roots_of_unity_brp = spec.bit_reversal_permutation(spec.ROOTS_OF_UNITY) + + assert len(poly_coeff) == len(poly_eval) == len(roots_of_unity_brp) + n = len(poly_coeff) + + # Iterate over the entire domain + for i in range(n): + # Grab a root of unity and use it as the evaluation point + z = int(roots_of_unity_brp[i]) + + # Get p(z) by evaluating poly in coefficient form + p_z_coeff = eval_poly_in_coeff_form(spec, poly_coeff, z) + + # Get p(z) by evaluating poly in evaluation form + p_z_eval = spec.evaluate_polynomial_in_evaluation_form(poly_eval, z) + + # The two evaluations should be agree and p(z) should also be the i-th "coefficient" of the polynomial in + # evaluation form + assert p_z_coeff == p_z_eval == poly_eval[i] diff --git a/tests/core/pyspec/eth2spec/test/helpers/sharding.py b/tests/core/pyspec/eth2spec/test/helpers/sharding.py index 4523e07f2..2ea8c94bc 100644 --- a/tests/core/pyspec/eth2spec/test/helpers/sharding.py +++ b/tests/core/pyspec/eth2spec/test/helpers/sharding.py @@ -66,6 +66,38 @@ def get_sample_blob(spec, rng=None): return spec.Blob(b) +def eval_poly_in_coeff_form(spec, coeffs, x): + """ + Evaluate a polynomial in coefficient form at 'x' using Horner's rule + """ + total = 0 + for a in reversed(coeffs): + total = (total * x + a) % spec.BLS_MODULUS + return total % spec.BLS_MODULUS + + +def get_poly_in_both_forms(spec, rng=None): + """ + Generate and return a random polynomial in both coefficient form and evaluation form + """ + if rng is None: + rng = random.Random(5566) + + roots_of_unity_brp = spec.bit_reversal_permutation(spec.ROOTS_OF_UNITY) + + coeffs = [ + rng.randint(0, spec.BLS_MODULUS - 1) + for _ in range(spec.FIELD_ELEMENTS_PER_BLOB) + ] + + evals = [ + eval_poly_in_coeff_form(spec, coeffs, int(z)) + for z in roots_of_unity_brp + ] + + return coeffs, evals + + def get_sample_opaque_tx(spec, blob_count=1, rng=None): blobs = [] blob_kzg_commitments = []