Files
periscope/backend/periscopex/quote_verify.py
T
micheleandCursor 8d2b85600f Rebrand Pinscope to Periscope across product and codebase.
Rename the core package to periscopex, update UI/docs/Docker/deploy defaults to periscope.michelebigi.it, and keep legacy version/storage key aliases so existing projects keep working.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-09-13 20:02:04 +02:00

155 lines
5.0 KiB
Python

"""Deterministic check that a finding's datasheet quote is actually in the PDF.
The reviewer must cite verbatim text. This module extracts page text (PyMuPDF,
then pypdf) and looks for a normalized match on the cited page ±1. Failures
demote ERROR → WARNING and prefix ``why`` with ``Unverified:``.
"""
from __future__ import annotations
import re
from collections.abc import Callable
from pathlib import Path
from backend.periscopex.models import Finding
from backend.periscopex.pdf_text import pdf_page_texts as extract_pdf_pages
from backend.periscopex.utils import safe_mpn
_MIN_QUOTE_CHARS = 12
_EMPTY_PAGE_ALNUM = 40
_PAGE_WINDOW = 1
def normalize_quote(s: str) -> str:
"""Fold µ/μ, drop soft hyphens and linebreak hyphenation, squeeze space."""
t = (s or "").replace("µ", "μ").replace("\u00ad", "")
t = re.sub(r"-\s+", "", t)
t = re.sub(r"\s+", " ", t).strip().lower()
return t
def _alnum(s: str) -> str:
return re.sub(r"[^a-z0-9μ]+", "", normalize_quote(s))
def quote_in_text(quote: str, text: str) -> bool:
"""True if *quote* appears in *text* after the same folding the PDF viewer uses."""
q = normalize_quote(quote)
if len(q) < _MIN_QUOTE_CHARS:
return False
hay = normalize_quote(text)
if q in hay:
return True
qa, ha = _alnum(quote), _alnum(text)
return len(qa) >= _MIN_QUOTE_CHARS and qa in ha
def pdf_page_texts(pdf_path: Path) -> list[str]:
"""1-based page texts (index 0 unused). Empty list if the file cannot be read."""
return extract_pdf_pages(pdf_path)
def locate_quote(
pdf_path: Path,
page: int | None,
quote: str,
*,
window: int = _PAGE_WINDOW,
) -> tuple[str, int | None]:
"""Return ``(ok|missing_quote|not_found|page_empty|no_pdf|bad_page, matched_page)``."""
q = (quote or "").strip()
if len(normalize_quote(q)) < _MIN_QUOTE_CHARS:
return ("missing_quote", None)
if not pdf_path.is_file():
return ("no_pdf", None)
pages = pdf_page_texts(pdf_path)
n = len(pages) - 1
if n < 1:
return ("no_pdf", None)
if page is None or not isinstance(page, int) or page < 1:
# Search the whole file; keep the first hit.
for i in range(1, n + 1):
if quote_in_text(q, pages[i]):
return ("ok", i)
if max(len(_alnum(p)) for p in pages[1:]) < _EMPTY_PAGE_ALNUM:
return ("page_empty", None)
return ("not_found", None)
lo = max(1, page - window)
hi = min(n, page + window)
matched: int | None = None
any_text = False
for i in range(lo, hi + 1):
if len(_alnum(pages[i])) >= _EMPTY_PAGE_ALNUM:
any_text = True
if quote_in_text(q, pages[i]):
matched = i
break
if matched is not None:
return ("ok", matched)
if not any_text:
return ("page_empty", None)
if page > n:
return ("bad_page", None)
return ("not_found", None)
_REASONS = {
"missing_quote": "no verbatim datasheet quote.",
"not_found": "cited text not found on the datasheet page.",
"page_empty": "cited page has no extractable text (figure or scan).",
"no_pdf": "datasheet PDF unavailable to check the quote.",
"bad_page": "source_page missing or out of range.",
}
def _mark_unverified(finding: Finding, reason_key: str) -> None:
if finding.status == "ERROR":
finding.status = "WARNING"
msg = _REASONS[reason_key]
if not finding.why.startswith("Unverified:"):
finding.why = f"Unverified: {msg} {finding.why}".strip()
def verify_finding_citations(
findings: list[Finding],
*,
default_pdf: Path,
default_mpn: str,
pdf_dir: Path | None = None,
mpn_by_designator: dict[str, str] | None = None,
pdf_for_mpn: Callable[[str], Path | None] | None = None,
) -> None:
"""Mutate *findings* in place: check each ``source_quote`` against the PDF."""
mpn_by_designator = mpn_by_designator or {}
pdf_dir = pdf_dir or default_pdf.parent
cache: dict[str, Path | None] = {}
def resolve_pdf(finding: Finding) -> Path:
mpn = default_mpn
if finding.source_designator:
mpn = mpn_by_designator.get(finding.source_designator) or default_mpn
if pdf_for_mpn is not None:
hit = pdf_for_mpn(mpn)
if hit is not None:
return hit
key = mpn
if key not in cache:
p = pdf_dir / f"{safe_mpn(mpn)}.pdf"
cache[key] = p if p.is_file() else None
return cache[key] or default_pdf
for finding in findings:
pdf = resolve_pdf(finding)
reason, matched = locate_quote(pdf, finding.source_page, finding.source_quote)
if reason == "ok":
if matched is not None and finding.source_page != matched:
finding.source_page = matched
finding.reference = re.sub(
r"p\.\S+$",
f"p.{matched}",
finding.reference or f"{default_mpn} datasheet p.{matched}",
)
continue
_mark_unverified(finding, reason)