"""三层新闻去重模块 (M3)。 公共 API: - Deduper: 主类(check / ingest / stats) - FingerprintStore: SQLite 指纹库(底层,通常无需直接用) - DedupResult / DedupLayer / DedupStats / Fingerprint: 数据模型 - simhash64 / hamming / content_hash / normalize_content: 指纹算法 """ from .deduper import ( DEFAULT_TIME_WINDOW_DAYS, Deduper, article_to_fingerprint, ) from .hasher import ( DEFAULT_HAMMING_THRESHOLD, NGRAM_SIZE, SIMHASH_BITS, content_hash, hamming, normalize_content, simhash64, ) from .models import DedupLayer, DedupResult, DedupStats, Fingerprint from .store import DEFAULT_DB_PATH, FingerprintStore __all__ = [ "DEFAULT_DB_PATH", "DEFAULT_HAMMING_THRESHOLD", "DEFAULT_TIME_WINDOW_DAYS", "NGRAM_SIZE", "SIMHASH_BITS", "DedupLayer", "DedupResult", "DedupStats", "Deduper", "Fingerprint", "FingerprintStore", "article_to_fingerprint", "content_hash", "hamming", "normalize_content", "simhash64", ]