| use tracing::instrument; |
| use serde::{Serialize, Deserialize}; |
|
|
| #[derive(Debug, Clone, Serialize, Deserialize)] |
| pub struct PiiMatch { |
| pub entity_type: String, |
| pub original: String, |
| pub placeholder: String, |
| } |
|
|
| #[instrument(skip_all)] |
| pub fn redact_pii(raw_text: &str) -> (String, Vec<PiiMatch>) { |
| let custom_patterns: Vec<(&str, &str)> = vec![ |
| (r"\b(?:Dr\.|Dr|Professor|Prof\.)\s+[A-Z][a-z]+\b", "PROVIDER_NAME"), |
| |
| (r"\b[A-Z][a-z]+(?: [A-Z][a-z]+)+\b", "PERSON_NAME"), |
| (r"\b\d{1,2}/\d{1,2}/\d{2,4}\b", "DATE"), |
| (r"\b\d{3}-\d{2}-\d{4}\b", "SSN"), |
| (r"\b\d{10}\b", "PHONE"), |
| (r"\b[A-Z]{2}\d{2}\s?\d{2}\s?\d{2}\s?\d\b", "NHS_NUMBER"), |
| (r"\b\d{3}-\d{4}\b", "ZIP"), |
| (r"\b\d{2,3}\s?(?:years?|yo)\b", "AGE"), |
| (r"\b[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Za-z]{2,}\b", "EMAIL"), |
| ]; |
|
|
| let compiled: Vec<(regex::Regex, &str)> = custom_patterns |
| .iter() |
| .filter_map(|(p, label)| regex::Regex::new(p).ok().map(|re| (re, *label))) |
| .collect(); |
|
|
| let mut pii_matches = Vec::new(); |
| let mut redacted = raw_text.to_string(); |
| let mut counter: std::collections::HashMap<String, usize> = std::collections::HashMap::new(); |
|
|
| let raw_bytes = raw_text.as_bytes(); |
| let mut all_matches: Vec<(usize, usize, ®ex::Regex, &str)> = Vec::new(); |
| for (re, entity_type) in &compiled { |
| for mat in re.find_iter(raw_text) { |
| all_matches.push((mat.start(), mat.end(), re, *entity_type)); |
| } |
| } |
|
|
| |
| all_matches.sort_by(|a, b| a.0.cmp(&b.0).then_with(|| b.1.cmp(&a.1))); |
|
|
| |
| let mut used = vec![false; raw_bytes.len()]; |
| let mut filtered = Vec::new(); |
| for (start, end, re, entity_type) in all_matches { |
| let range = start..end; |
| if used[range.clone()].iter().any(|&b| b) { |
| continue; |
| } |
| used[range].fill(true); |
| filtered.push((start, end, re, entity_type)); |
| } |
|
|
| |
| filtered.sort_by(|a, b| b.0.cmp(&a.0)); |
| for (start, end, _re, entity_type) in filtered { |
| let original = &raw_text[start..end]; |
| let count = counter.entry(entity_type.to_string()).or_insert(0); |
| *count += 1; |
| let placeholder = format!("[{}_{}]", entity_type, count); |
| pii_matches.push(PiiMatch { |
| entity_type: entity_type.to_string(), |
| original: original.to_string(), |
| placeholder: placeholder.clone(), |
| }); |
| redacted.replace_range(start..end, &placeholder); |
| } |
|
|
| tracing::debug!("Redacted {} PII tokens", pii_matches.len()); |
| (redacted, pii_matches) |
| } |
|
|
| #[cfg(test)] |
| mod tests { |
| use super::*; |
|
|
| #[test] |
| fn redact_pii_basic() { |
| let text = "Patient John Smith, 45 yo, phone 5551234567, SSN 123-45-6789."; |
| let (redacted, matches) = redact_pii(text); |
|
|
| |
| assert!(!redacted.contains("John")); |
| assert!(!redacted.contains("Smith")); |
| assert!(!redacted.contains("5551234567")); |
| assert!(!redacted.contains("123-45-6789")); |
|
|
| |
| assert!(redacted.contains("[PERSON_NAME_1]")); |
| assert!(redacted.contains("[PHONE_1]")); |
| assert!(redacted.contains("[SSN_1]")); |
|
|
| |
| assert!(matches.iter().any(|m| m.original.contains("John Smith") || m.original.contains("Patient John Smith"))); |
| } |
| } |