#!/usr/bin/env python3 """ Validator for problem 079: Binary Code A(21,10) We validate a binary code C ⊆ {0,1}^21 with minimum Hamming distance ≥ 10. Expected input format: {"codewords": [int|str, ...]} - int codewords are interpreted as 21-bit vectors (0 <= x < 2^21) - str codewords must be length 21 over {'0','1'} Metric: - number_of_codewords = |C| (to be maximized) """ import argparse from typing import Any, List from . import ValidationResult, load_solution, output_result, success, failure N = 21 D = 10 MAX_WORD = 1 << N def _parse_codeword(w: Any) -> int: if isinstance(w, int): if 0 <= w < MAX_WORD: return w raise ValueError(f"Integer codeword out of range [0, 2^{N}): {w}") if isinstance(w, str): if len(w) != N: raise ValueError(f"String codeword must have length {N}: got {len(w)}") if any(c not in "01" for c in w): raise ValueError("String codeword must contain only '0' and '1'") return int(w, 2) raise ValueError(f"Unsupported codeword type: {type(w)}") def validate(solution: Any) -> ValidationResult: if not isinstance(solution, dict) or "codewords" not in solution: return failure("Invalid format: expected dict with key 'codewords'") raw = solution["codewords"] if not isinstance(raw, list): return failure("Invalid format: 'codewords' must be a list") try: words: List[int] = [_parse_codeword(w) for w in raw] except ValueError as e: return failure(f"Failed to parse codewords: {e}") # Enforce uniqueness uniq = list(dict.fromkeys(words)) if len(uniq) != len(words): return failure(f"Duplicate codewords detected: {len(words) - len(uniq)} duplicates") m = len(uniq) if m == 0: return failure("Empty code is not allowed") # Check minimum distance (pairwise) # Use XOR + popcount (int.bit_count) for speed. min_dist = N + 1 for i in range(m): wi = uniq[i] for j in range(i + 1, m): dist = (wi ^ uniq[j]).bit_count() if dist < D: return failure( f"Distance violation: codewords {i} and {j} have distance {dist} < {D}", number_of_codewords=m, min_distance=dist ) if dist < min_dist: min_dist = dist if min_dist == N + 1: min_dist = N # single-word code case (but we disallow empty only) return success( f"Valid code of length {N} with min distance >= {D}. Size = {m}, min distance = {min_dist}.", number_of_codewords=m, min_distance=min_dist, n=N, d=D ) def main(): parser = argparse.ArgumentParser(description="Validate binary code A(21,10)") parser.add_argument("solution", help="Solution as JSON string or path to JSON file") args = parser.parse_args() sol = load_solution(args.solution) result = validate(sol) output_result(result) if __name__ == "__main__": main()