""" recognizers.py — Custom Presidio PatternRecognizer definitions. Single source of truth for all entity types not covered by Presidio's built-ins. Import create_custom_recognizers() wherever an AnalyzerEngine needs them. """ from typing import List from presidio_analyzer import PatternRecognizer, Pattern def create_custom_recognizers() -> List[PatternRecognizer]: recognizers: List[PatternRecognizer] = [] recognizers.append(PatternRecognizer( supported_entity="PROJECT_ID", patterns=[Pattern("project_id_pattern", r"\bPROJ-\d{4}\b", 0.9)], context=["project", "trial", "research", "enrolled"] )) recognizers.append(PatternRecognizer( supported_entity="PASSPORT_NUMBER", patterns=[ Pattern("us_passport_9digit", r"\b\d{9}\b", 0.5), Pattern("us_passport_letter", r"\b[A-Z]\d{8}\b", 0.6), ], context=["passport", "travel", "document", "citizenship", "visa"] )) recognizers.append(PatternRecognizer( supported_entity="DRIVERS_LICENSE", patterns=[ Pattern("dl_letter_numbers", r"\b[A-Z]{1,2}\d{6,8}\b", 0.6), Pattern("dl_numbers_only", r"\b\d{7,9}\b", 0.4), ], context=["license", "driver", "DMV", "state ID", "identification"] )) recognizers.append(PatternRecognizer( supported_entity="MEDICAL_RECORD_NUMBER", patterns=[ Pattern("mrn_pattern", r"\bMRN[-:]?\s*\d{6,10}\b", 0.95), Pattern("patient_id", r"\b(?:Patient|PT)[-:]?\s*\d{6,10}\b", 0.85), ], context=["patient", "medical", "hospital", "clinic", "chart"] )) recognizers.append(PatternRecognizer( supported_entity="BANK_ACCOUNT", patterns=[ Pattern("bank_account_pattern", r"\b\d{8,17}\b", 0.3), Pattern("account_with_prefix", r"\b(?:Account|Acct)[-:\s#]*\d{8,17}\b", 0.85), ], context=["account", "bank", "routing", "checking", "savings", "deposit"] )) recognizers.append(PatternRecognizer( supported_entity="INSURANCE_NUMBER", patterns=[ Pattern("insurance_policy", r"\b[A-Z]{2,4}\d{6,12}\b", 0.6), Pattern("policy_with_prefix", r"\b(?:Policy|Member|Group)[-:\s#]*[A-Z0-9]{6,15}\b", 0.8), ], context=["insurance", "policy", "coverage", "claim", "beneficiary", "premium"] )) recognizers.append(PatternRecognizer( supported_entity="EMPLOYEE_ID", patterns=[Pattern("emp_id_pattern", r"\b(?:EMP|E|EMPL)[-:]?\d{4,8}\b", 0.85)], context=["employee", "staff", "personnel", "worker", "payroll"] )) recognizers.append(PatternRecognizer( supported_entity="DATE_OF_BIRTH", patterns=[ Pattern("dob_mmddyyyy", r"\b(?:0?[1-9]|1[0-2])[/-](?:0?[1-9]|[12]\d|3[01])[/-](?:19|20)\d{2}\b", 0.6), Pattern("dob_with_label", r"\b(?:DOB|Birth|Born)[-:\s]+(?:0?[1-9]|1[0-2])[/-](?:0?[1-9]|[12]\d|3[01])[/-](?:19|20)?\d{2,4}\b", 0.85), ], context=["birth", "DOB", "born", "age", "birthday"] )) recognizers.append(PatternRecognizer( supported_entity="TAX_ID", patterns=[ Pattern("ein_pattern", r"\b\d{2}-\d{7}\b", 0.7), Pattern("ein_with_label", r"\b(?:EIN|Tax ID)[-:\s#]*\d{2}-?\d{7}\b", 0.9), ], context=["EIN", "tax", "employer", "federal", "IRS"] )) recognizers.append(PatternRecognizer( supported_entity="VIN", patterns=[ Pattern("vin_pattern", r"\b[A-HJ-NPR-Z0-9]{17}\b", 0.5), Pattern("vin_with_label", r"\b(?:VIN)[-:\s#]*[A-HJ-NPR-Z0-9]{17}\b", 0.95), ], context=["VIN", "vehicle", "car", "automobile", "registration"] )) recognizers.append(PatternRecognizer( supported_entity="API_KEY", patterns=[ Pattern("api_key_pattern", r"\b[A-Za-z0-9_-]{32,}\b", 0.3), Pattern("api_key_with_label", r"\b(?:API[_\s-]?KEY|TOKEN|SECRET)[-:\s=]*['\"]?[A-Za-z0-9_-]{20,}['\"]?", 0.85), ], context=["API", "key", "token", "secret", "auth", "authorization"] )) recognizers.append(PatternRecognizer( supported_entity="USERNAME", patterns=[ Pattern("username_pattern", r"\b(?:user|username|login)[-:\s=]+[A-Za-z0-9_.-]{3,20}\b", 0.75), Pattern("username_bare", r"\b[a-z][a-z0-9]{2,15}_(?:admin|dev|user|secure|ops|root|sys)\b", 0.7), ], context=["user", "username", "login", "account", "credential"] )) recognizers.append(PatternRecognizer( supported_entity="MAC_ADDRESS", patterns=[Pattern("mac_address_pattern", r"\b(?:[0-9A-Fa-f]{2}[:-]){5}[0-9A-Fa-f]{2}\b", 0.9)], context=["MAC", "hardware", "network", "ethernet", "address"] )) recognizers.append(PatternRecognizer( supported_entity="SECURITY_BADGE", patterns=[ Pattern("badge_id", r"\b[A-Z]{2,3}-\d{5,7}\b", 0.75), # Use (?