Files
AFC-Demo/app/Jobs/TransformDataPoolToProduction.php
T

617 lines
20 KiB
PHP

<?php
declare(strict_types=1);
namespace App\Jobs;
use App\Models\Company;
use App\Models\Transaction;
use Carbon\Carbon;
use Illuminate\Bus\Queueable;
use Illuminate\Contracts\Queue\ShouldQueue;
use Illuminate\Foundation\Bus\Dispatchable;
use Illuminate\Queue\InteractsWithQueue;
use Illuminate\Queue\SerializesModels;
use Illuminate\Support\Facades\DB;
use Illuminate\Support\Facades\Log;
class TransformDataPoolToProduction implements ShouldQueue
{
use Dispatchable;
use InteractsWithQueue;
use Queueable;
use SerializesModels;
public int $timeout = 3600; // 1 hour timeout
public int $tries = 3;
/**
* Create a new job instance.
*/
public function __construct(
public ?int $batchSize = 100,
) {}
/**
* Execute the job.
*/
public function handle(): void
{
$startTime = now();
Log::info('TransformDataPoolToProduction: Starting transformation', [
'batch_size' => $this->batchSize,
]);
try {
DB::transaction(function () {
$this->transformData();
});
$duration = now()->diffInSeconds($startTime);
Log::info('TransformDataPoolToProduction: Transformation completed successfully', [
'duration_seconds' => $duration,
]);
} catch (\Exception $e) {
Log::error('TransformDataPoolToProduction: Transformation failed', [
'error' => $e->getMessage(),
'trace' => $e->getTraceAsString(),
]);
throw $e;
}
}
/**
* Transform data from backend_data_pool to companies and transactions
*/
private function transformData(): void
{
// Get all unique transaction IDs from data pool
$transactionIds = DB::table('backend_data_pool')
->select('transaction_id')
->distinct()
->pluck('transaction_id');
Log::info('TransformDataPoolToProduction: Found transactions to process', [
'count' => $transactionIds->count(),
]);
$processedCompanies = 0;
$processedTransactions = 0;
foreach ($transactionIds as $transactionId) {
// Get all outputs for this transaction
$outputs = DB::table('backend_data_pool')
->where('transaction_id', $transactionId)
->get();
if ($outputs->isEmpty()) {
continue;
}
$firstOutput = $outputs->first();
// 1. Create or update Company
$company = $this->createOrUpdateCompany($firstOutput, $outputs);
if ($company->wasRecentlyCreated) {
$processedCompanies++;
}
// 2. Create or update Transaction
$transaction = $this->createOrUpdateTransaction($company, $firstOutput, $outputs);
if ($transaction->wasRecentlyCreated) {
$processedTransactions++;
}
}
Log::info('TransformDataPoolToProduction: Processing completed', [
'new_companies' => $processedCompanies,
'new_transactions' => $processedTransactions,
]);
}
/**
* Create or update a Company from data pool outputs
*/
private function createOrUpdateCompany($firstOutput, $outputs): Company
{
$corporateEntity = $firstOutput->corporate_entity;
// Use backend risk_score and map to risk_level
$backendRiskScore = $firstOutput->risk_score ?? 50;
$kycRiskLevel = $this->mapBackendRiskScoreToLevel($backendRiskScore);
// Extract company data from outputs
$companyData = [
'country' => $this->extractCountry($firstOutput, $outputs),
'kyc_risk_level' => $kycRiskLevel,
'sector' => $this->extractLeanField($outputs, 'entity_corporate_sector', 255),
'headquarters' => $this->extractLeanField($outputs, 'entity_corporate_HQ', 255),
'summary' => $this->extractField($outputs, 'entity_corporate_summary', 5000), // text field, longer OK
'legal_name' => $this->extractLegalName($outputs, $corporateEntity),
'ticker' => null, // Ticker is not available in backend_data_pool
];
return Company::updateOrCreate(
['name' => $corporateEntity],
$companyData
);
}
/**
* Create or update a Transaction from data pool outputs
*/
private function createOrUpdateTransaction(Company $company, $firstOutput, $outputs): Transaction
{
// Generate better reference number
$reference = $this->generateTransactionReference($firstOutput);
// Use risk_score from backend (leading field)
$backendRiskScore = $firstOutput->risk_score ?? 50; // Default to 50 (high risk) if not set
// Map backend risk_score to risk_level
// -100 to 20 = Critical
// 20 to 80 = High
// 80 to 100 = Low
$riskLevel = $this->mapBackendRiskScoreToLevel($backendRiskScore);
// Convert to 0-255 scale for frontend transactions table
$riskScore = $this->mapBackendRiskScoreTo255Scale($backendRiskScore);
// Map risk level to Transaction Status
$status = match ($riskLevel) {
'critical' => Transaction::STATUS_TRUE_POSITIVE,
'high' => Transaction::STATUS_FALSE_POSITIVE,
'low' => Transaction::STATUS_CLEARED,
default => Transaction::STATUS_FALSE_POSITIVE,
};
// Core transaction data
$transactionData = [
'company_id' => $company->id,
'amount' => $firstOutput->tx_amount,
'currency' => $firstOutput->tx_currency ?? 'EUR',
'counterparty' => $firstOutput->corporate_counterparty,
'counterparty_country' => $this->extractCountryCode($firstOutput->tx_country_incoming, $firstOutput->corporate_counterparty),
'counterparty_kyc_risk_level' => $riskLevel,
'channel' => $this->determineTransactionType($firstOutput),
'executed_at' => $this->parseDate($firstOutput->tx_date),
'risk_score' => $riskScore,
'status' => $status,
'requires_review' => $this->shouldRequireReview($riskLevel),
'flagged_reason' => $firstOutput->tx_purpose,
// Store backend risk data
'entity_risk_breakdown' => $firstOutput->risk_details_json,
'counterparty_risk_breakdown' => null,
'transaction_plausibility_breakdown' => null,
'combined_risk_breakdown' => null,
];
// Map all output_keys to their respective columns
foreach ($outputs as $output) {
$columnName = $output->output_key;
// Skip if column doesn't exist in transactions table
if (! $this->columnExists($columnName)) {
continue;
}
// Decode JSON content, store NULL if empty or invalid
$content = json_decode($output->content, true);
$transactionData[$columnName] = $content ?: null;
}
return Transaction::updateOrCreate(
['reference' => $reference],
$transactionData
);
}
/**
* Extract country code from data
*/
private function extractCountry($firstOutput, $outputs): string
{
// Try to get from tx_country_incoming
if (! empty($firstOutput->tx_country_incoming)) {
$country = $this->extractCountryCode($firstOutput->tx_country_incoming);
if ($country) {
return $country;
}
}
// Try to extract from corporate_HQ
$hq = $this->extractField($outputs, 'corporate_HQ');
if ($hq && is_array($hq) && isset($hq['answer'])) {
// Simple pattern matching for country codes
if (preg_match('/\b([A-Z]{2})\b/', $hq['answer'], $matches)) {
return $matches[1];
}
}
return 'DE'; // Default
}
/**
* Extract country code (convert to ISO 2-letter if needed)
* Also checks counterparty name for country indicators
*/
private function extractCountryCode(?string $country, ?string $counterpartyName = null): ?string
{
// First, try to extract from counterparty name (highest priority for tax havens)
if (! empty($counterpartyName)) {
$extractedFromName = $this->extractCountryFromText($counterpartyName);
if ($extractedFromName) {
return $extractedFromName;
}
}
if (empty($country)) {
return null;
}
// If already 2 letters, check if it's a suspicious/wrong code
if (strlen($country) === 2) {
$suspiciousCodes = ['IO']; // British Indian Ocean Territory often wrong for Virgin Islands
if (in_array(strtoupper($country), $suspiciousCodes)) {
return null; // Reject suspicious codes
}
return strtoupper($country);
}
// Simple country name mapping (extend as needed)
$countryMap = [
'Germany' => 'DE',
'Deutschland' => 'DE',
'United States' => 'US',
'USA' => 'US',
'United Kingdom' => 'GB',
'UK' => 'GB',
'France' => 'FR',
'Spain' => 'ES',
'Italy' => 'IT',
'Netherlands' => 'NL',
'Belgium' => 'BE',
'Austria' => 'AT',
'Switzerland' => 'CH',
'Poland' => 'PL',
'Czech Republic' => 'CZ',
'Denmark' => 'DK',
'Sweden' => 'SE',
'Norway' => 'NO',
'Finland' => 'FI',
];
return $countryMap[$country] ?? null;
}
/**
* Extract country code from text (e.g., company name)
*/
private function extractCountryFromText(string $text): ?string
{
$countryPatterns = [
'/\b(?:British )?Virgin Islands\b/i' => 'VG',
'/\bCayman Islands\b/i' => 'KY',
'/\bBermuda\b/i' => 'BM',
'/\bBahamas\b/i' => 'BS',
'/\bPanama\b/i' => 'PA',
'/\bLiechtenstein\b/i' => 'LI',
'/\bMonaco\b/i' => 'MC',
'/\bLuxembourg\b/i' => 'LU',
'/\bSwitzerland\b/i' => 'CH',
'/\bAzerbaijan\b/i' => 'AZ',
'/\bRussia\b/i' => 'RU',
'/\bChina\b/i' => 'CN',
'/\bGermany\b/i' => 'DE',
];
foreach ($countryPatterns as $pattern => $code) {
if (preg_match($pattern, $text)) {
return $code;
}
}
return null;
}
/**
* Map backend risk_score (-100 to 100) to risk_level
* -100 to 20 = Critical
* 20 to 80 = High
* 80 to 100 = Low
*/
private function mapBackendRiskScoreToLevel(int $backendRiskScore): string
{
if ($backendRiskScore <= 20) {
return 'critical';
}
if ($backendRiskScore <= 80) {
return 'high';
}
return 'low';
}
/**
* Map backend risk_score (-100 to 100) to 0-255 scale
*/
private function mapBackendRiskScoreTo255Scale(int $backendRiskScore): int
{
// Normalize -100 to 100 → 0 to 255
// Formula: ((score + 100) / 200) * 255
$normalized = (($backendRiskScore + 100) / 200) * 255;
return (int) round(max(0, min(255, $normalized)));
}
/**
* Determine if transaction requires review based on risk level
*/
private function shouldRequireReview(string $riskLevel): bool
{
return match ($riskLevel) {
'critical' => true,
'high' => true,
'low' => false,
default => true,
};
}
/**
* Extract a field from outputs
*/
private function extractField($outputs, string $outputKey, int $maxLength = 255): mixed
{
$output = $outputs->firstWhere('output_key', $outputKey);
if (! $output) {
return null;
}
$data = json_decode($output->content, true);
// Extract 'answer' field if it exists
if (is_array($data) && isset($data['answer'])) {
$answer = $data['answer'];
// If answer is an object/array, convert to string
if (is_array($answer)) {
$answer = json_encode($answer);
}
// Truncate to max length if needed
return $this->truncateString((string) $answer, $maxLength);
}
// If data is an object/array, convert to JSON string
if (is_array($data)) {
return $this->truncateString(json_encode($data), $maxLength);
}
return $this->truncateString((string) $data, $maxLength);
}
/**
* Extract a lean/concise field from outputs (extracts first sentence only)
*/
private function extractLeanField($outputs, string $outputKey, int $maxLength = 255): mixed
{
$fullText = $this->extractField($outputs, $outputKey, 5000);
if (! $fullText) {
return null;
}
// Extract first sentence or up to first period
$firstSentence = preg_split('/\.(?:\s|$)/', $fullText, 2)[0];
if ($firstSentence) {
$firstSentence = trim($firstSentence).'.';
return $this->truncateString($firstSentence, $maxLength);
}
return $this->truncateString($fullText, $maxLength);
}
/**
* Extract legal name from corporate name field
*/
private function extractLegalName($outputs, string $fallbackName): ?string
{
$fullText = $this->extractField($outputs, 'entity_corporate_name', 5000);
if (! $fullText) {
return $fallbackName;
}
// Pattern 1: "is exactly as shown in an official register: [NAME]"
if (preg_match('/is exactly as shown in an official register:\s*([A-Z][^.,]+(?:AG|SE|GmbH|Inc\.|Ltd\.|Corp\.|N\.V\.|S\.A\.|Aktiengesellschaft))/i', $fullText, $matches)) {
return trim($matches[1]);
}
// Pattern 2: "is [NAME]" - matches various patterns like "legal name is NAME", "company is NAME"
if (preg_match('/(?:legal name|name|company) (?:of .+ )?is\s+([A-Z][^.,]+(?:AG|SE|GmbH|Inc\.|Ltd\.|Corp\.|N\.V\.|S\.A\.|Aktiengesellschaft))/i', $fullText, $matches)) {
$name = trim($matches[1]);
// Remove trailing explanatory text
$name = preg_replace('/\s+(?:is exactly|exactly as shown|with former|former names).*$/i', '', $name);
return trim($name);
}
// Pattern 3: "of [NAME]" - matches "legal name of Deutsche Bank AG"
if (preg_match('/legal name of\s+([A-Z][^.,]+(?:AG|SE|GmbH|Inc\.|Ltd\.|Corp\.|N\.V\.|S\.A\.|Aktiengesellschaft))/i', $fullText, $matches)) {
$name = trim($matches[1]);
$name = preg_replace('/\s+(?:is exactly|with former).*$/i', '', $name);
return trim($name);
}
// Pattern 4: Extract company name with suffix at start of sentence
if (preg_match('/^(?:The current legal name (?:of|is) )?([A-Z][^.,]+(?:AG|SE|GmbH|Inc\.|Ltd\.|Corp\.|N\.V\.|S\.A\.|Aktiengesellschaft))/i', $fullText, $matches)) {
return trim($matches[1]);
}
// If no pattern matches, use the fallback name
return $fallbackName;
}
/**
* Truncate string to max length
*/
private function truncateString(string $text, int $maxLength): string
{
if (strlen($text) <= $maxLength) {
return $text;
}
return substr($text, 0, $maxLength - 3).'...';
}
/**
* Parse date string to Carbon instance
*/
private function parseDate(?string $date): ?Carbon
{
if (empty($date)) {
return null;
}
try {
return Carbon::parse($date);
} catch (\Exception $e) {
Log::warning('Failed to parse date', ['date' => $date]);
return null;
}
}
/**
* Generate a meaningful transaction reference
*/
private function generateTransactionReference($firstOutput): string
{
// Try to extract reference from raw_payload
if (! empty($firstOutput->raw_payload)) {
$payload = json_decode($firstOutput->raw_payload, true);
// Look for common reference fields
$referenceFields = [
'Transaction Reference',
'Reference',
'Transaction ID',
'Payment Reference',
'Transfer Reference',
];
foreach ($referenceFields as $field) {
if (isset($payload[$field]) && ! empty($payload[$field])) {
return (string) $payload[$field];
}
}
}
// Generate a date-based reference if no reference found
$date = $this->parseDate($firstOutput->tx_date);
$dateStr = $date ? $date->format('Ymd') : date('Ymd');
return sprintf('TXN-%s-%05d', $dateStr, $firstOutput->transaction_id);
}
/**
* Determine transaction type from available data
*/
private function determineTransactionType($firstOutput): string
{
// Try to determine from raw_payload first
if (! empty($firstOutput->raw_payload)) {
$payload = json_decode($firstOutput->raw_payload, true);
// Check for explicit transaction type field
if (isset($payload['Transaction Type']) && ! empty($payload['Transaction Type'])) {
return $payload['Transaction Type'];
}
if (isset($payload['Payment Type']) && ! empty($payload['Payment Type'])) {
return $payload['Payment Type'];
}
}
// Determine based on amount and countries
$amount = (float) $firstOutput->tx_amount;
$isInternational = $firstOutput->tx_country_outgoing !== $firstOutput->tx_country_incoming;
// Large international transactions are likely SWIFT
if ($isInternational && $amount > 100000) {
return 'SWIFT Transfer';
}
// European transfers
if ($isInternational && $this->isEuropeanCountry($firstOutput->tx_country_incoming)) {
return 'SEPA Transfer';
}
// Domestic high-value
if (! $isInternational && $amount > 50000) {
return 'Wire Transfer';
}
// Default
return 'Bank Transfer';
}
/**
* Check if country is in Europe
*/
private function isEuropeanCountry(?string $countryCode): bool
{
if (empty($countryCode)) {
return false;
}
$europeanCountries = [
'AT', 'BE', 'BG', 'HR', 'CY', 'CZ', 'DK', 'EE', 'FI', 'FR',
'DE', 'GR', 'HU', 'IE', 'IT', 'LV', 'LT', 'LU', 'MT', 'NL',
'PL', 'PT', 'RO', 'SK', 'SI', 'ES', 'SE', 'CH', 'NO', 'IS',
];
return in_array(strtoupper($countryCode), $europeanCountries);
}
/**
* Check if column exists in transactions table
*/
private function columnExists(string $columnName): bool
{
static $columns = null;
if ($columns === null) {
$columns = DB::getSchemaBuilder()->getColumnListing('transactions');
}
return in_array($columnName, $columns);
}
/**
* Get statistics about the transformation
*/
public function getStats(): array
{
return [
'data_pool_transactions' => DB::table('backend_data_pool')
->select('transaction_id')
->distinct()
->count(),
'companies_count' => Company::count(),
'transactions_count' => Transaction::count(),
'migrated_transactions' => Transaction::where('reference', 'like', 'MIGRATED-%')->count(),
];
}
}