function importMatching($importedTransaction, $accountId) { global $us; global $badgerDb; static $dateDelta = null; static $amountDelta = null; static $textSimilarity = null; static $categories = null; if (is_null($dateDelta)) { try { $dateDelta = $us->getProperty('matchingDateDelta'); } catch (BadgerException $ex) { $dateDelta = 5; } try { $amountDelta = $us->getProperty('matchingAmountDelta'); } catch (BadgerException $ex) { $amountDelta = 0.1; } try { $textSimilarity = $us->getProperty('matchingTextSimilarity'); } catch (BadgerException $ex) { $textSimilarity = 0.25; } $categoryManager = new CategoryManager($badgerDb); while ($currentCategory = $categoryManager->getNextCategory()) { $categories[$currentCategory->getId()] = preg_split('/[\\n]+/', $currentCategory->getKeywords(), -1, PREG_SPLIT_NO_EMPTY); } } if (!$importedTransaction['valutaDate']) { return $importedTransaction; } $minDate = new Date($importedTransaction['valutaDate']); $minDate->subtractSeconds($dateDelta * 24 * 60 * 60); $maxDate = new Date($importedTransaction['valutaDate']); $maxDate->addSeconds($dateDelta * 24 * 60 * 60); if (!$importedTransaction['amount']) { return $importedTransaction; } $minAmount = new Amount($importedTransaction['amount']); $minAmount->mul(1 - $amountDelta); $maxAmount = new Amount($importedTransaction['amount']); $maxAmount->mul(1 + $amountDelta); $accountManager = new AccountManager($badgerDb); $account = $accountManager->getAccountById($accountId); $account->setFilter(array(array('key' => 'valutaDate', 'op' => 'ge', 'val' => $minDate), array('key' => 'valutaDate', 'op' => 'le', 'val' => $maxDate), array('key' => 'amount', 'op' => 'ge', 'val' => $minAmount), array('key' => 'amount', 'op' => 'le', 'val' => $maxAmount))); $similarTransactions = array(); while ($currentTransaction = $account->getNextTransaction()) { $titleSimilarity = getSimilarity($importedTransaction['title'], $currentTransaction->getTitle(), $textSimilarity); $descriptionSimilarity = getSimilarity($importedTransaction['description'], $currentTransaction->getDescription(), $textSimilarity); $transactionPartnerSimilarity = getSimilarity($importedTransaction['transactionPartner'], $currentTransaction->getTransactionPartner(), $textSimilarity); $currDate = $currentTransaction->getValutaDate(); $impDate = $importedTransaction['valutaDate']; $dateSimilarity = 1 - abs(Date_Calc::dateDiff($currDate->getDay(), $currDate->getMonth(), $currDate->getYear(), $impDate->getDay(), $impDate->getMonth(), $impDate->getYear())) / $dateDelta; $cmpAmount = new Amount($currentTransaction->getAmount()); $impAmount = new Amount($importedTransaction['amount']); $cmpAmount->sub($impAmount); $cmpAmount->abs(); $impAmount->mul($amountDelta); $impAmount->abs(); $amountSimilarity = 1 - $cmpAmount->div($impAmount)->get(); $currentTextSimilarity = ($titleSimilarity + $descriptionSimilarity + $transactionPartnerSimilarity) / 3; // if ($currentTextSimilarity >= $textSimilarity) { $overallSimilarity = ($titleSimilarity + $descriptionSimilarity + $transactionPartnerSimilarity + $dateSimilarity + $amountSimilarity) / 5; //$similarTransactions["$overallSimilarity t:$titleSimilarity d:$descriptionSimilarity tp:$transactionPartnerSimilarity vd:$dateSimilarity a:$amountSimilarity"] = $currentTransaction; $similarTransactions[$overallSimilarity] = $currentTransaction; // } } krsort($similarTransactions); if (count($similarTransactions)) { $importedTransaction['similarTransactions'] = $similarTransactions; return $importedTransaction; } if ($importedTransaction['categoryId']) { return $importedTransaction; } $transactionStrings = array($importedTransaction['title'], $importedTransaction['description'], $importedTransaction['transactionPartner']); foreach ($transactionStrings as $currentTransactionString) { foreach ($categories as $currentCategoryId => $keywords) { foreach ($keywords as $keyword) { if (stripos($currentTransactionString, trim($keyword)) !== false) { $importedTransaction['categoryId'] = $currentCategoryId; break 3; } //if keyword found } //foreach keywords } //foreach categories } //foreach transactionStrings return $importedTransaction; }