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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## ID: Passport"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Check against sample extracted JSON"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import json\n",
"\n",
"from utils.prep_validators_payload import process_extracted_data"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"custom_app_form = {\n",
" \"application_summary_full_name\": \"Jodie Pippa\",\n",
" \"application_summary_bank_name\": \"HSBC\",\n",
" \"application_summary_employer_name\": \"ABC Ltd\",\n",
" \"application_summary_complete_address\": \"123 Maple Street, London, UK, SW1A 1AA\",\n",
" \"full_name_err_msgs\": None,\n",
" \"bank_name_err_msgs\": None,\n",
" \"employer_name_err_msgs\": None,\n",
" \"complete_employee_address_err_msgs\": None,\n",
" \"is_incomplete\": False,\n",
"}\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'/tmp/tmp6w8qn6h6/sample_documents/sample_documents/3.pdf': {'/tmp/tmp6w8qn6h6/sample_documents/sample_documents/3.pdf_page_0.png': {'document_category': 'bank_statement', 'document_type': 'bank_statement', 'account_holder_name': 'Jodie Pippa', 'account_holder_address': '', 'bank_name': 'HSBC', 'account_number': '12345678', 'sort_code': '20-00-00', 'statement_start_date': '2025-01-01', 'statement_end_date': '2025-02-28', 'salary_credits': [{'date': '2025-01-06', 'amount': '2213.83', 'from': 'ABC Ltd', 'description': 'Salary - ABC Ltd (Pro-rated Jan)'}, {'date': '2025-02-06', 'amount': '2566.66', 'from': 'ABC Ltd', 'description': 'Salary - ABC Ltd (Full Feb Salary)'}]}}, '/tmp/tmp6w8qn6h6/sample_documents/sample_documents/5.pdf': {'/tmp/tmp6w8qn6h6/sample_documents/sample_documents/5.pdf_page_0.png': {'document_category': 'income_document', 'document_type': 'payslip', 'employee_name': 'Jodie Pippa', 'employer_name': 'ABC Ltd', 'employee_id': 'JP12345', 'employee_address': '123 Maple Street, London, UK, SW1A 1AA', 'employer_address': '456 Business Street, London, UK, SW1A 2BB', 'tax_code': '1257L', 'payslip_date': '2025-01-31', 'pay_period_start': '2025-01-06', 'pay_period_end': '2025-01-31', 'payment_frequency': 'monthly', 'basic_pay': '3333.33', 'net_pay': '2566.66', 'gross_pay': '3333.33', 'salary_components': [], 'ni_contribution': '266.67', 'tax_deduction': '333.33', 'other_deductions': [{'name': 'Pension Contribution', 'amount': '166.67'}]}}, '/tmp/tmp6w8qn6h6/sample_documents/sample_documents/2.pdf': {'/tmp/tmp6w8qn6h6/sample_documents/sample_documents/2.pdf_page_0.png': {'document_category': 'income_document', 'document_type': 'p60', 'employee_details': {'surname': 'Pippa', 'forenames_or_initials': 'Jodie', 'national_insurance_number': 'AB123456C', 'works_payroll_number': '5342'}, 'pay_and_income_tax_details': {'previous_employments': {'pay': 0.0, 'tax_deducted': 0.0}, 'current_employment': {'pay': 9545.45, 'tax_deducted': 0.0}, 'total_for_year': {'pay': 9545.45, 'tax_deducted': 0.0}, 'final_tax_code': '1257'}, 'national_insurance_contributions': [{'nic_letter': 'A', 'earnings': {'at_or_above_lel': 6396.0, 'above_lel_up_to_pt': 0.0, 'above_pt_up_to_uel': 3149.45}, 'employee_contributions_above_pt': 377.93}], 'statutory_payments': {'maternity_pay': 0.0, 'paternity_pay': 0.0, 'adoption_pay': 0.0, 'shared_parental_pay': 0.0}, 'other_details': {'student_loan_deductions': 0.0}, 'employer_details': {'employer_name_and_address': None, 'paye_reference': '123/AB456'}}}, '/tmp/tmp6w8qn6h6/sample_documents/sample_documents/1.pdf': {'/tmp/tmp6w8qn6h6/sample_documents/sample_documents/1.pdf_page_0.png': {'document_category': 'identity_verification_document', 'document_type': 'passport', 'full_name': 'UNITED-KINGDOM-FIVE JODIE PIPPA', 'surname': 'UNITED-KINGDOM-FIVE', 'given_names': 'JODIE PIPPA', 'passport_number': '107185703', 'nationality': 'BRITISH CITIZEN', 'date_of_birth': '1985-01-17', 'place_of_birth': 'LONDON', 'sex': 'F', 'date_of_issue': '2006-01-31', 'date_of_expiry': '2016-01-31', 'issuing_authority': 'UKPA', 'passport_type': 'P', 'country_code': 'GBR', 'mrz_line_1': 'P<GBRUNITED<KINGDOM<FIVE<<JODIE<PIPPA<<<<<<<', 'mrz_line_2': '1071857032GBR8501178F1601312<<<<<<<<<<<<<<02'}}}\n"
]
}
],
"source": [
"with open(\"../analysis_results.json\", \"r\") as f:\n",
" full_data = json.load(f)\n",
"\n",
"print(full_data)\n",
"# print(process_extracted_data(full_data, custom_app_form))"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'payslips': [{'pay_period_start_date': datetime.date(2025, 1, 6), 'pay_period_end_date': datetime.date(2025, 1, 31), 'pay_period_days': None, 'pay_date': datetime.date(2025, 1, 31), 'full_name': 'Jodie Pippa', 'employer_name': 'ABC Ltd', 'is_basic_pay_net_pay_other_salary_components_present': True, 'is_tax_deducation_present': True, 'is_ni_deduction_present': True, 'complete_employee_address': '123 Maple Street, London, UK, SW1A 1AA', 'pay_dates_err_msgs': \"Pay date must be within the last 35 days & not in the future, Pay period's start date & end date must have a gap of at least 28 days\", 'full_name_err_msgs': None, 'employer_name_err_msgs': None, 'payslip_line_item_presence_err_msgs': None, 'complete_employee_address_err_msgs': None, 'validation_policy_status_df': Policy Value Status \\\n",
"0 Applicant's full name should be present Jodie Pippa True \n",
"1 Full name must have a length of at least 2 & a... 11 True \n",
"2 Full name must consist of at least 2 words (fi... 2 True \n",
"3 Name should match with provided value Jodie Pippa True \n",
"4 Employer name must be present ABC Ltd True \n",
"5 Employer name must match with provided value ABC Ltd True \n",
"\n",
" Message \n",
"0 Applicant's full name is present \n",
"1 Full name has a length of at least 2 & at most 61 \n",
"2 Full name consists of at least 2 words (first ... \n",
"3 Name matches with provided value \n",
"4 Employer name is present \n",
"5 Employer name matches with provided value , 'is_red_flagged': True}], 'bank_statements': [{'statement_start_date': datetime.date(2025, 1, 1), 'statement_end_date': datetime.date(2025, 2, 28), 'first_salary_deposit_date_present': 6, 'bank_name': 'HSBC', 'full_name': 'Jodie Pippa', 'account_number': '12345678', 'sort_code': '20-00-00', 'account_statement_date_err_msgs': None, 'full_name_err_msgs': None, 'bank_name_err_msgs': None, 'account_number_err_msgs': None, 'sort_code_err_msgs': None, 'salary_deposit_err_msgs': None, 'is_red_flagged': False}], 'passports': [{'full_name': 'JODIE PIPPA', 'expiry_date': datetime.date(2016, 1, 31), 'full_name_err_msgs': None, 'expiry_date_err_msgs': 'Provided passport expires within 1 year', 'is_red_flagged': True}]}\n"
]
}
],
"source": [
"print(process_extracted_data(full_data, custom_app_form))"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Policy</th>\n",
" <th>Value</th>\n",
" <th>Status</th>\n",
" <th>Message</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Applicant's full name should be present</td>\n",
" <td>Jodie Pippa</td>\n",
" <td>True</td>\n",
" <td>Applicant's full name is present</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>Full name must have a length of at least 2 & a...</td>\n",
" <td>11</td>\n",
" <td>True</td>\n",
" <td>Full name has a length of at least 2 & at most 61</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>Full name must consist of at least 2 words (fi...</td>\n",
" <td>2</td>\n",
" <td>True</td>\n",
" <td>Full name consists of at least 2 words (first ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>Name should match with provided value</td>\n",
" <td>Jodie Pippa</td>\n",
" <td>True</td>\n",
" <td>Name matches with provided value</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>Employer name must be present</td>\n",
" <td>ABC Ltd</td>\n",
" <td>True</td>\n",
" <td>Employer name is present</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>Employer name must match with provided value</td>\n",
" <td>ABC Ltd</td>\n",
" <td>True</td>\n",
" <td>Employer name matches with provided value</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Policy Value Status \\\n",
"0 Applicant's full name should be present Jodie Pippa True \n",
"1 Full name must have a length of at least 2 & a... 11 True \n",
"2 Full name must consist of at least 2 words (fi... 2 True \n",
"3 Name should match with provided value Jodie Pippa True \n",
"4 Employer name must be present ABC Ltd True \n",
"5 Employer name must match with provided value ABC Ltd True \n",
"\n",
" Message \n",
"0 Applicant's full name is present \n",
"1 Full name has a length of at least 2 & at most 61 \n",
"2 Full name consists of at least 2 words (first ... \n",
"3 Name matches with provided value \n",
"4 Employer name is present \n",
"5 Employer name matches with provided value "
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"a = process_extracted_data(full_data, custom_app_form)\n",
"a['payslips'][0]['validation_policy_status_df']"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "hsbc_uk_demo_venv",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.13.1"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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