blocks-transformer/test_block.py

# Working test_block.py
import unittest
import pandas as pd
from block import __main__


input_json = {
        "application_key": "7DE3C940-7747-4EA8-B25F-3276BA05BA71",
        "application_timestamp": "2024-12-25 15:20:45",
        "application_ssn": "274728658",
        "application_email_address": "kralldad40@gmail.com",
        "application_bank_account_number": "7926569125.0",
        "application_is_rejected": 'true',
        "application_date_of_birth": "1976-08-19 00:00:00",
        "EventType": "account_creation",
        "RiskRating": "neutral",
        "TmxSummaryReasonCode": "Level_1_Link_Accept",
        "DigitalIdConfidence": "7554.0",
        "TrueIpGeo": "US",
        "Blob": """{\"account_address_city\":\"hamilton\",\"account_address_state\":\"oh\",\"account_address_street1\":\"100 horizon driv\",\"account_address_zip\":\"45013\",\"account_date_of_birth\":\"19760819\",\"account_email\":\"kralldad40@gmail.com\",\"account_email_activities\":[\"_TRUSTED_PROB\"],\"account_email_attributes\":[\"CONSUMER\",\"_TRUSTED_PROB\"],\"account_email_domain\":\"gmail.com\",\"account_email_first_seen\":\"2021-12-13\",\"account_email_last_event\":\"2024-12-25\",\"account_email_last_update\":\"2024-12-25\",\"account_email_result\":\"success\",\"account_email_score\":\"0\",\"account_email_worst_score\":\"0\",\"account_first_name\":\"ryan\",\"account_last_name\":\"krall\",\"account_login\":\"kralldad40@gmail.com\",\"account_login_activities\":[\"_TRUSTED_PROB\"],\"account_login_attributes\":[\"_TRUSTED_PROB\"],\"account_login_first_seen\":\"2021-12-13\",\"account_login_last_event\":\"2024-12-25\",\"account_login_last_update\":\"2024-12-25\",\"account_login_result\":\"success\",\"account_login_score\":\"0\",\"account_login_worst_score\":\"0\",\"account_name\":\"ryan_krall\",\"account_name_activities\":[\"_TRUSTED_PROB\"],\"account_name_attributes\":[\"_TRUSTED_PROB\"],\"account_name_first_seen\":\"2020-09-07\",\"account_name_last_event\":\"2024-12-25\",\"account_name_last_update\":\"2024-12-25\",\"account_name_result\":\"success\",\"account_name_score\":\"0\",\"account_name_worst_score\":\"0\",\"account_telephone\":\"5132132068\",\"account_telephone_activities\":[\"_TRUSTED_PROB\"],\"account_telephone_attributes\":[\"_TRUSTED_PROB\"],\"account_telephone_country_code\":\"1\",\"account_telephone_first_seen\":\"2021-12-22\",\"account_telephone_geo\":\"US\",\"account_telephone_is_possible\":\"yes\",\"account_telephone_is_valid\":\"yes\",\"account_telephone_last_event\":\"2024-12-25\",\"account_telephone_last_update\":\"2024-12-25\",\"account_telephone_result\":\"success\",\"account_telephone_score\":\"0\",\"account_telephone_type\":\"FIXED_LINE_OR_MOBILE\",\"account_telephone_worst_score\":\"0\",\"agent_model\":\"SM-A037U\",\"agent_publickey_hash\":\"24d6490c138b415a857c724ddbbd9f06c51a6c44\",\"agent_publickey_hash_result\":\"not found\",\"agent_publickey_hash_type\":\"web:ecdsa\",\"agent_type\":\"browser_mobile\",\"api_call_datetime\":\"2024-12-25 21:20:45.573\",\"api_caller_ip\":\"52.89.158.201\",\"api_caller_ip_geo\":\"US\",\"api_type\":\"session-query\",\"api_version\":\"15.5.2\",\"audio_context\":\"d250471a0c0de7f0578c965047b8a94f9f10804194ac35744729bb365910d8d4\",\"battery_status\":\"{\\\"level\\\":0.96,\\\"status\\\":\\\"unplugged\\\"}\",\"bb_assessment\":\"523.41\",\"bb_assessment_rating\":\"neutral\",\"bb_bot_rating\":\"low\",\"bb_bot_score\":\"500.00\",\"bb_fraud_rating\":\"neutral\",\"bb_fraud_score\":\"500.00\",\"behaviosec.confidence\":\"0.0000\",\"behaviosec.event_weight\":\"0.00\",\"behaviosec.pointing_device\":[\"touchscreen\"],\"behaviosec.population_profile.raw_features\":{\"accRes\":0,\"keyRes\":0,\"tAction\":6581,\"actRes\":975.17,\"mouseRes\":340.25,\"winFoc\":1,\"targets\":{\"checkbox#tribalOrdinance\":{\"foc2b\":1029},\"IFRAME#a-mbyvg7s3tdgr\":{\"foc2b\":64},\"checkbox#termsAgree\":{\"foc2b\":820}},\"tActive\":8539},\"behaviosec.recognition_ratio\":\"0.0000\",\"behaviosec.score\":\"500.0000\",\"behaviosec.userid\":\"kralldad40@gmail.com\",\"browser\":\"Chrome\",\"browser_language\":\"en-US,en;q=0.9\",\"browser_string\":\"Mozilla/5.0 (Linux; Android 10; K) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Mobile Safari/537.36\",\"browser_string_hash\":\"7e91326b17b5455769214abbd4472bb7\",\"browser_version\":\"131\",\"canvas_hash\":\"4ba987ec9909dc9f6f1aea8ce0057ba83dca6741\",\"challenger_policy\":\"FraudScoreCardModel\",\"challenger_policy_score\":\"-65\",\"challenger_reason_code\":[\"HabemcoFraudScore_65\",\"HabemcoFraudScore_64\",\"HabemcoFraudScore_63\",\"HabemcoFraudScore_62\",\"HabemcoFraudScore_61\",\"HabemcoFraudScore_60\",\"HabemcoFraudScore_59\",\"HabemcoFraudScore_58\",\"HabemcoFraudScore_57\",\"HabemcoFraudScore_56\",\"HabemcoFraudScore_55\",\"HabemcoFraudScore_
        "DeviceId": "1ee122774f644efe8200db8bd181dd5e",
        "FuzzyDeviceId": "1ee122774f644efe8200db8bd181dd5e",
        "ownhome": None,
        "employmentstatus": None,
        "lengthatjob": None,
        "payfrequency": None,
        "lengthatbank": None,
        "educationlevel": None,
        "monthsatresidence": None,
        "state": None,
        "zip": None
    }


class TestBlock(unittest.TestCase):
    def test_main_success(self):
        blockResult = __main__(**input_json)
        # breakpoint()
        self.assertIsInstance(blockResult, dict, "Result should be a dictionary.")
        self.assertIn("hd_score_m1", blockResult, "Result dictionary should contain 'hd_score_m1' if success.")



if __name__ == "__main__":
    unittest.main()