$transaction['transaction.bank_integration_id'], 'transaction_id' => $this->getNumber($transaction, 'transaction.transaction_id'), 'amount' => abs($this->getFloat($transaction, 'transaction.amount')), 'currency_id' => $this->getCurrencyByCode($transaction, 'transaction.currency'), 'account_type' => strlen($this->getString($transaction, 'transaction.account_type')) > 1 ? $this->getString($transaction, 'transaction.account_type') : 'bank', 'category_id' => $this->getNumber($transaction, 'transaction.category_id') > 0 ? $this->getNumber($transaction, 'transaction.category_id') : null, 'category_type' => $this->getString($transaction, 'transaction.category_type'), 'date' => array_key_exists('transaction.date', $transaction) ? $this->parseDate($transaction['transaction.date']) : now()->format('Y-m-d'), 'bank_account_id' => array_key_exists('transaction.bank_account_id', $transaction) ? $transaction['transaction.bank_account_id'] : 0, 'description' => array_key_exists('transaction.description', $transaction) ? $transaction['transaction.description'] : '', 'base_type' => $this->calculateType($transaction), 'created_at' => $now, 'updated_at' => $now, 'company_id' => $this->company->id, 'user_id' => $this->company->owner()->id, ]; return $transformed; } private function calculateType($transaction) { if (array_key_exists('transaction.base_type', $transaction) && (($transaction['transaction.base_type'] == 'CREDIT') || strtolower($transaction['transaction.base_type']) == 'deposit')) { return 'CREDIT'; } if (array_key_exists('transaction.base_type', $transaction) && (($transaction['transaction.base_type'] == 'DEBIT') || strtolower($transaction['transaction.base_type']) == 'withdrawal')) { return 'DEBIT'; } if (array_key_exists('transaction.category_id', $transaction)) { return 'DEBIT'; } if (array_key_exists('transaction.category_type', $transaction) && $transaction['transaction.category_type'] == 'Income') { return 'CREDIT'; } if (array_key_exists('transaction.category_type', $transaction)) { return 'DEBIT'; } if (array_key_exists('transaction.amount', $transaction) && is_numeric($transaction['transaction.amount']) && $transaction['transaction.amount'] > 0) { return 'CREDIT'; } return 'DEBIT'; } }