"""Stage 2 decontamination (``docs/02_DATA_PIPELINE.md`` §5, ``docs/07`` §5).

Fingerprints every normalized item (exact, pHash, OCR/question MinHash) into a
SQLite index, then matches train candidates against the evaluation index to
auto-reject exact contamination and near-duplicates, producing the train
allowlist and an immutable rejection report.

Public API:

- :func:`fingerprints.fingerprint_row` — one item's fingerprints
- :func:`index.write_fingerprints` / :func:`index.load_all` — the SQLite index
- :func:`match.decontaminate` / :func:`match.decontaminate_dbs` — classification,
  allowlist, and automatic-rejection report
"""

from __future__ import annotations

from . import fingerprints, index, match
from .fingerprints import Fingerprints, fingerprint_row
from .index import LoadedFingerprints, load_all, write_fingerprints
from .match import DecontaminationResult, decontaminate, decontaminate_dbs

__all__ = [
    "DecontaminationResult",
    "Fingerprints",
    "LoadedFingerprints",
    "decontaminate",
    "decontaminate_dbs",
    "fingerprint_row",
    "fingerprints",
    "index",
    "load_all",
    "match",
    "write_fingerprints",
]