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e1ced61 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 | """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",
]
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