How to Redact Bank Account Information

wire_instructions = """
DOMESTIC WIRE INSTRUCTIONS
--------------------------
Bank Name: JPMorgan Chase Bank, N.A.
Bank Address: 270 Park Avenue, New York, NY 10017
ABA/Routing Number: 021000021
Account Number: 123456789012
Account Name: ACME Corporation
Reference: Contract #2025-100

INTERNATIONAL WIRE (USD)
------------------------
SWIFT Code: CHASUS33
Bank Name: JPMorgan Chase Bank, N.A.
Account Number: 123456789012
"""

result = client.anonymize(
    text=wire_instructions,
    entity_types=["BANK_INFO", "ADDRESS", "ORGANIZATION"]
)

print(result.anonymized_text)

vendor_records = [
    "Vendor A: Bank of America, ABA 011401533, Acct 1234567890",
    "Vendor B: Wells Fargo, Routing 121000248, Account 0987654321",
    "Vendor C: HSBC UK, Sort 40-05-30, Acct 12345678",
    "Vendor D: Deutsche Bank, IBAN DE89370400440532013000"
]

results = client.batch_anonymize(
    items=[{"text": record} for record in vendor_records],
    entity_types=["BANK_INFO"]
)

for r in results:
    print(r.anonymized_text)

direct_deposit_form = """
DIRECT DEPOSIT AUTHORIZATION
Employee Name: John Smith
Employee ID: EMP-12345

Bank Information:
Bank Name: US Bank
Routing Number: 091000019
Account Number: 1234567890
Account Type: Checking

I authorize my employer to deposit my pay directly to the above account.

Signature: John Smith
Date: January 15, 2025
"""

result = client.anonymize(
    text=direct_deposit_form,
    entity_types=[
        "PERSON",
        "BANK_INFO",
        "DATE"
    ]
)

print(result.anonymized_text)

def audit_for_banking_data(document_text, document_id):
    """Scan document for any banking information"""

    result = client.detect(
        text=document_text,
        entity_types=["BANK_INFO"]
    )

    if result.entities:
        print(f"ALERT: Document {document_id} contains banking data:")
        for entity in result.entities:
            print(f"  - {entity.type}: '{entity.text[:20]}...' at position {entity.start}")

        # Return redacted version
        redacted = client.anonymize(
            text=document_text,
            entity_types=["BANK_INFO"]
        )
        return redacted.anonymized_text

    return document_text  # No banking data found