import requests
import json

API_URL = "https://point9-xgb-tfidf.hf.space/predict"

sample_payload = {
    "transaction_data": {
        "Transaction_Id": "TXN12345",
        "Hit_Seq": 1,
        "Hit_Id_List": "HIT789",
        "Origin": "India",
        "Designation": "Manager",
        "Keywords": "fraud",
        "Name": "John Doe",
        "SWIFT_Tag": "TAG001",
        "Currency": "INR",
        "Entity": "ABC Ltd",
        "Message": "Payment for services",
        "City": "Hyderabad",
        "Country": "India",
        "State": "Telangana",
        "Hit_Type": "Individual",
        "Record_Matching_String": "John Doe",
        "WatchList_Match_String": "Doe, John",
        "Payment_Sender_Name": "John Doe",
        "Payment_Reciever_Name": "Jane Smith",
        "Swift_Message_Type": "MT103",
        "Text_Sanction_Data": "Suspicious transfer to offshore account",
        "Matched_Sanctioned_Entity": "John Doe",
        "Is_Match": 1,
        "Red_Flag_Reason": "High value transaction",
        "Risk_Level": "High",
        "Risk_Score": 87.5,
        "Risk_Score_Description": "Very High",
        "CDD_Level": "Enhanced",
        "PEP_Status": "Yes",
        "Value_Date": "2023-01-01",
        "Last_Review_Date": "2023-06-01",
        "Next_Review_Date": "2024-06-01",
        "Sanction_Description": "OFAC List",
        "Checker_Notes": "Urgent check required",
        "Sanction_Context": "Payment matched with OFAC entry",
        "Maker_Action": "Escalate",
        "Customer_ID": 1001,
        "Customer_Type": "Corporate",
        "Industry": "Finance",
        "Transaction_Date_Time": "2023-12-15T10:00:00",
        "Transaction_Type": "Credit",
        "Transaction_Channel": "Online",
        "Originating_Bank": "ABC Bank",
        "Beneficiary_Bank": "XYZ Bank",
        "Geographic_Origin": "India",
        "Geographic_Destination": "USA",
        "Match_Score": 96.2,
        "Match_Type": "Exact",
        "Sanctions_List_Version": "2023-V5",
        "Screening_Date_Time": "2023-12-15T09:55:00",
        "Risk_Category": "Sanctions",
        "Risk_Drivers": "PEP, High Value",
        "Alert_Status": "Open",
        "Investigation_Outcome": "Pending",
        "Case_Owner_Analyst": "analyst1",
        "Escalation_Level": "L2",
        "Escalation_Date": "2023-12-16",
        "Regulatory_Reporting_Flags": True,
        "Audit_Trail_Timestamp": "2023-12-15T10:05:00",
        "Source_Of_Funds": "Corporate Account",
        "Purpose_Of_Transaction": "Service Payment",
        "Beneficial_Owner": "John Doe",
        "Sanctions_Exposure_History": False
    }
}

headers = {"Content-Type": "application/json"}
response = requests.post(API_URL, headers=headers, data=json.dumps(sample_payload))

print("Status Code:", response.status_code)
print("Response:", json.dumps(response.json(), indent=2))