dlp-lab / demo /src /redaction.py
alirezaaminzadeh's picture
Publish AriaDLP synthetic Persian/English redaction lab
eef4eed verified
Raw History Blame Contribute Delete
2.62 kB
from __future__ import annotations
import hashlib
import html
import re
from src.domain import PolicyAction, RULESET_ID
from src.normalize import fold_digits
from src.schemas import Span
def fingerprint(value: str) -> str:
digest = hashlib.sha256(f"{RULESET_ID}:{value}".encode("utf-8")).hexdigest()
return digest[:10]
def mask_token(span: Span) -> str:
return f"[{span.entity_type.value}:{fingerprint(span.surface)}]"
def apply_text(text: str, spans: list[Span], action: PolicyAction) -> str:
if not text:
return ""
ordered = sorted(spans, key=lambda item: item.start)
chunks: list[str] = []
cursor = 0
for item in ordered:
if item.start < cursor or item.end > len(text) or item.start >= item.end:
continue
chunks.append(text[cursor : item.start])
chunks.append("" if action is PolicyAction.REMOVE else mask_token(item))
cursor = item.end
chunks.append(text[cursor:])
return "".join(chunks)
def leftover_values(export_text: str, values: list[str]) -> list[str]:
haystack = fold_digits(export_text or "")
leaked: list[str] = []
for value in values:
needle = fold_digits(value or "")
if needle and len(needle) >= 4 and needle in haystack:
leaked.append(value)
return leaked
def highlight_html(text: str, spans: list[Span], rtl: bool = False) -> str:
direction = "rtl-mode" if rtl else ""
if not text:
return f"<pre class='doc-view {direction}'></pre>"
ordered = sorted(spans, key=lambda item: (item.start, item.end))
chunks: list[str] = []
cursor = 0
for item in ordered:
if item.start < cursor or item.end > len(text):
continue
chunks.append(html.escape(text[cursor : item.start]))
title = html.escape(f"{item.entity_type.value} {item.confidence:.2f}")
chunks.append(f"<mark class='pii-span' title='{title}'>{html.escape(text[item.start:item.end])}</mark>")
cursor = item.end
chunks.append(html.escape(text[cursor:]))
return f"<pre class='doc-view {direction}'>{''.join(chunks)}</pre>"
def redact_csv_cells(text: str, spans: list[Span], action: PolicyAction) -> str:
return apply_text(text, spans, action)
TOKEN_RE = re.compile(r"\[[A-Z_]+:[0-9a-f]{10}\]")
def highlight_redacted_html(text: str, rtl: bool = False) -> str:
direction = "rtl-mode" if rtl else ""
escaped = html.escape(text or "")
marked = TOKEN_RE.sub(lambda match: f"<mark class='redact-span'>{match.group(0)}</mark>", escaped)
return f"<pre class='doc-view {direction}'>{marked}</pre>"