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Add table for period statistics, and see what happens re: performance.

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This commit is contained in:
James Cole
2025-09-25 19:07:02 +02:00
parent 0aa90b9453
commit 62c5440605
7 changed files with 433 additions and 171 deletions
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387
app/Support/Http/Controllers/PeriodOverview.php
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@@ -30,11 +30,13 @@ use FireflyIII\Exceptions\FireflyException;
use FireflyIII\Helpers\Collector\GroupCollectorInterface;
use FireflyIII\Models\Account;
use FireflyIII\Models\Category;
use FireflyIII\Models\PeriodStatistic;
use FireflyIII\Models\Tag;
use FireflyIII\Repositories\Account\AccountRepositoryInterface;
use FireflyIII\Repositories\Journal\JournalRepositoryInterface;
use FireflyIII\Repositories\PeriodStatistic\PeriodStatisticRepositoryInterface;
use FireflyIII\Support\CacheProperties;
use FireflyIII\Support\Debug\Timer;
use FireflyIII\Support\Facades\Amount;
use FireflyIII\Support\Facades\Navigation;
use Illuminate\Support\Facades\Log;
@@ -67,8 +69,9 @@ use Illuminate\Support\Facades\Log;
*/
trait PeriodOverview
{
protected AccountRepositoryInterface $accountRepository;
protected JournalRepositoryInterface $journalRepos;
protected AccountRepositoryInterface $accountRepository;
protected JournalRepositoryInterface $journalRepos;
protected PeriodStatisticRepositoryInterface $periodStatisticRepo;
/**
* This method returns "period entries", so nov-2015, dec-2015, etc. (this depends on the users session range)
@@ -79,71 +82,107 @@ trait PeriodOverview
*/
protected function getAccountPeriodOverview(Account $account, Carbon $start, Carbon $end): array
{
Log::debug('Now in getAccountPeriodOverview()');
$timer = Timer::getInstance();
$timer->start('account-period-total');
$this->accountRepository = app(AccountRepositoryInterface::class);
$range = Navigation::getViewRange(true);
[$start, $end] = $end < $start ? [$end, $start] : [$start, $end];
// properties for cache
$cache = new CacheProperties();
$cache->addProperty($start);
$cache->addProperty($end);
$cache->addProperty('account-show-period-entries');
$cache->addProperty($account->id);
if ($cache->has()) {
Log::debug('Return CACHED in getAccountPeriodOverview()');
return $cache->get();
}
Log::debug(sprintf('Now in getAccountPeriodOverview(#%d, %s %s)', $account->id, $start->format('Y-m-d'), $end->format('Y-m-d')));
$this->accountRepository = app(AccountRepositoryInterface::class);
$this->periodStatisticRepo = app(PeriodStatisticRepositoryInterface::class);
$range = Navigation::getViewRange(true);
[$start, $end] = $end < $start ? [$end, $start] : [$start, $end];
/** @var array $dates */
$dates = Navigation::blockPeriods($start, $end, $range);
$entries = [];
// run a custom query because doing this with the collector is MEGA slow.
$timer->start('account-period-collect');
$transactions = $this->accountRepository->periodCollection($account, $start, $end);
$timer->stop('account-period-collect');
// loop dates
$dates = Navigation::blockPeriods($start, $end, $range);
$entries = [];
Log::debug(sprintf('Count of loops: %d', count($dates)));
$loops = 0;
// stop after 10 loops for memory reasons.
$timer->start('account-period-loop');
foreach ($dates as $currentDate) {
$title = Navigation::periodShow($currentDate['start'], $currentDate['period']);
[$transactions, $spent] = $this->filterTransactionsByType(TransactionTypeEnum::WITHDRAWAL, $transactions, $currentDate['start'], $currentDate['end']);
[$transactions, $earned] = $this->filterTransactionsByType(TransactionTypeEnum::DEPOSIT, $transactions, $currentDate['start'], $currentDate['end']);
[$transactions, $transferredAway] = $this->filterTransfers('away', $transactions, $currentDate['start'], $currentDate['end']);
[$transactions, $transferredIn] = $this->filterTransfers('in', $transactions, $currentDate['start'], $currentDate['end']);
$entries[]
= [
'title' => $title,
'route' => route('accounts.show', [$account->id, $currentDate['start']->format('Y-m-d'), $currentDate['end']->format('Y-m-d')]),
'total_transactions' => count($spent) + count($earned) + count($transferredAway) + count($transferredIn),
'spent' => $this->groupByCurrency($spent),
'earned' => $this->groupByCurrency($earned),
'transferred_away' => $this->groupByCurrency($transferredAway),
'transferred_in' => $this->groupByCurrency($transferredIn),
];
++$loops;
$entries[] = $this->getSingleAccountPeriod($account, $currentDate['start'], $currentDate['end']);
}
$timer->stop('account-period-loop');
$cache->store($entries);
$timer->stop('account-period-total');
Log::debug('End of getAccountPeriodOverview()');
return $entries;
}
protected function getSingleAccountPeriod(Account $account, Carbon $start, Carbon $end): array
{
Log::debug(sprintf('Now in getSingleAccountPeriod(#%d, %s %s)', $account->id, $start->format('Y-m-d'), $end->format('Y-m-d')));
$types = ['spent', 'earned', 'transferred_in', 'transferred_away'];
$return = [
'title' => Navigation::periodShow($start, $end),
'route' => route('accounts.show', [$account->id, $start->format('Y-m-d'), $start->format('Y-m-d')]),
'total_transactions' => 0,
];
foreach ($types as $type) {
$set = $this->getSingleAccountPeriodByType($account, $start, $end, $type);
$return['total_transactions'] += $set['count'];
unset($set['count']);
$return[$type] = $set;
}
return $return;
}
protected function getSingleAccountPeriodByType(Account $account, Carbon $start, Carbon $end, string $type): array
{
Log::debug(sprintf('Now in getSingleAccountPeriodByType(#%d, %s %s, %s)', $account->id, $start->format('Y-m-d'), $end->format('Y-m-d'), $type));
$statistics = $this->periodStatisticRepo->findPeriodStatistic($account, $start, $end, $type);
// nothing found, regenerate them.
if (0 === $statistics->count()) {
$transactions = $this->accountRepository->periodCollection($account, $start, $end);
switch ($type) {
default:
throw new FireflyException(sprintf('Cannot deal with account period type %s', $type));
case 'spent':
$result = $this->filterTransactionsByType(TransactionTypeEnum::WITHDRAWAL, $transactions, $start, $end);
break;
case 'earned':
$result = $this->filterTransactionsByType(TransactionTypeEnum::DEPOSIT, $transactions, $start, $end);
break;
case 'transferred_in':
$result = $this->filterTransfers('in', $transactions, $start, $end);
break;
case 'transferred_away':
$result = $this->filterTransfers('away', $transactions, $start, $end);
break;
}
// each result must be grouped by currency, then saved as period statistic.
$grouped = $this->groupByCurrency($result);
// TODO save as statistic.
$this->saveGroupedAsStatistics($account, $start, $end, $type, $grouped);
return $grouped;
}
$grouped = [
'count' => 0,
];
/** @var PeriodStatistic $statistic */
foreach($statistics as $statistic) {
$id = (int) $statistic->transaction_currency_id;
$currency = Amount::getTransactionCurrencyById($id);
$grouped[$id] = [
'amount' => (string) $statistic->amount,
'count' => (int) $statistic->count,
'currency_id' => $currency->id,
'currency_name' => $currency->name,
'currency_code' => $currency->code,
'currency_symbol' => $currency->symbol,
'currency_decimal_places' => $currency->decimal_places,
];
$grouped['count'] += (int) $statistic->count;
}
return $grouped;
}
protected function saveGroupedAsStatistics(Account $account, Carbon $start, Carbon $end, string $type, array $array): void
{
unset($array['count']);
foreach ($array as $entry) {
$this->periodStatisticRepo->saveStatistic($account, $entry['currency_id'], $start, $end, $type, $entry['count'], $entry['amount']);
}
}
private function filterTransactionsByType(TransactionTypeEnum $type, array $transactions, Carbon $start, Carbon $end): array
{
$result = [];
$filtered = [];
$result = [];
/**
* @var int $index
* @var int $index
* @var array $item
*/
foreach ($transactions as $index => $item) {
@@ -153,25 +192,21 @@ trait PeriodOverview
$result[] = $item;
unset($transactions[$index]);
}
if (!$fits) {
$filtered[] = $item;
}
}
return [$filtered, $result];
return $result;
}
private function filterTransfers(string $direction, array $transactions, Carbon $start, Carbon $end): array
{
$result = [];
$filtered = [];
$result = [];
/**
* @var int $index
* @var int $index
* @var array $item
*/
foreach ($transactions as $index => $item) {
$date = Carbon::parse($item['date']);
$date = Carbon::parse($item['date']);
if ($date >= $start && $date <= $end) {
if ('away' === $direction && -1 === bccomp((string)$item['amount'], '0')) {
$result[] = $item;
@@ -184,25 +219,34 @@ trait PeriodOverview
continue;
}
}
$filtered[] = $item;
}
return [$filtered, $result];
return $result;
}
private function groupByCurrency(array $journals): array
{
$return = [];
Log::debug('groupByCurrency()');
$return = [
'count' => 0,
];
/** @var array $journal */
foreach ($journals as $journal) {
$currencyId = (int)$journal['currency_id'];
$currencyCode = $journal['currency_code'];
$currencyName = $journal['currency_name'];
$currencySymbol = $journal['currency_symbol'];
$currencyDecimalPlaces = $journal['currency_decimal_places'];
$foreignCurrencyId = $journal['foreign_currency_id'];
$amount = $journal['amount'] ?? '0';
if (!array_key_exists('currency_id', $journal)) {
Log::debug('very strange!');
var_dump($journals);
exit;
}
$currencyId = (int)$journal['currency_id'];
$currencyCode = $journal['currency_code'];
$currencyName = $journal['currency_name'];
$currencySymbol = $journal['currency_symbol'];
$currencyDecimalPlaces = $journal['currency_decimal_places'];
$foreignCurrencyId = $journal['foreign_currency_id'];
$amount = $journal['amount'] ?? '0';
if ($this->convertToPrimary && $currencyId !== $this->primaryCurrency->id && $foreignCurrencyId !== $this->primaryCurrency->id) {
$amount = $journal['pc_amount'] ?? '0';
@@ -233,6 +277,7 @@ trait PeriodOverview
$return[$currencyId]['amount'] = bcadd($return[$currencyId]['amount'], $amount);
++$return[$currencyId]['count'];
++$return['count'];
}
return $return;
@@ -245,11 +290,11 @@ trait PeriodOverview
*/
protected function getCategoryPeriodOverview(Category $category, Carbon $start, Carbon $end): array
{
$range = Navigation::getViewRange(true);
$range = Navigation::getViewRange(true);
[$start, $end] = $end < $start ? [$end, $start] : [$start, $end];
// properties for entries with their amounts.
$cache = new CacheProperties();
$cache = new CacheProperties();
$cache->addProperty($start);
$cache->addProperty($end);
$cache->addProperty($range);
@@ -261,32 +306,32 @@ trait PeriodOverview
}
/** @var array $dates */
$dates = Navigation::blockPeriods($start, $end, $range);
$entries = [];
$dates = Navigation::blockPeriods($start, $end, $range);
$entries = [];
// collect all expenses in this period:
/** @var GroupCollectorInterface $collector */
$collector = app(GroupCollectorInterface::class);
$collector = app(GroupCollectorInterface::class);
$collector->setCategory($category);
$collector->setRange($start, $end);
$collector->setTypes([TransactionTypeEnum::DEPOSIT->value]);
$earnedSet = $collector->getExtractedJournals();
$earnedSet = $collector->getExtractedJournals();
// collect all income in this period:
/** @var GroupCollectorInterface $collector */
$collector = app(GroupCollectorInterface::class);
$collector = app(GroupCollectorInterface::class);
$collector->setCategory($category);
$collector->setRange($start, $end);
$collector->setTypes([TransactionTypeEnum::WITHDRAWAL->value]);
$spentSet = $collector->getExtractedJournals();
$spentSet = $collector->getExtractedJournals();
// collect all transfers in this period:
/** @var GroupCollectorInterface $collector */
$collector = app(GroupCollectorInterface::class);
$collector = app(GroupCollectorInterface::class);
$collector->setCategory($category);
$collector->setRange($start, $end);
$collector->setTypes([TransactionTypeEnum::TRANSFER->value]);
$transferSet = $collector->getExtractedJournals();
$transferSet = $collector->getExtractedJournals();
foreach ($dates as $currentDate) {
$spent = $this->filterJournalsByDate($spentSet, $currentDate['start'], $currentDate['end']);
$earned = $this->filterJournalsByDate($earnedSet, $currentDate['start'], $currentDate['end']);
@@ -294,17 +339,17 @@ trait PeriodOverview
$title = Navigation::periodShow($currentDate['end'], $currentDate['period']);
$entries[]
= [
'transactions' => 0,
'title' => $title,
'route' => route(
'categories.show',
[$category->id, $currentDate['start']->format('Y-m-d'), $currentDate['end']->format('Y-m-d')]
),
'total_transactions' => count($spent) + count($earned) + count($transferred),
'spent' => $this->groupByCurrency($spent),
'earned' => $this->groupByCurrency($earned),
'transferred' => $this->groupByCurrency($transferred),
];
'transactions' => 0,
'title' => $title,
'route' => route(
'categories.show',
[$category->id, $currentDate['start']->format('Y-m-d'), $currentDate['end']->format('Y-m-d')]
),
'total_transactions' => count($spent) + count($earned) + count($transferred),
'spent' => $this->groupByCurrency($spent),
'earned' => $this->groupByCurrency($earned),
'transferred' => $this->groupByCurrency($transferred),
];
}
$cache->store($entries);
@@ -337,11 +382,11 @@ trait PeriodOverview
*/
protected function getNoBudgetPeriodOverview(Carbon $start, Carbon $end): array
{
$range = Navigation::getViewRange(true);
$range = Navigation::getViewRange(true);
[$start, $end] = $end < $start ? [$end, $start] : [$start, $end];
$cache = new CacheProperties();
$cache = new CacheProperties();
$cache->addProperty($start);
$cache->addProperty($end);
$cache->addProperty($this->convertToPrimary);
@@ -352,28 +397,28 @@ trait PeriodOverview
}
/** @var array $dates */
$dates = Navigation::blockPeriods($start, $end, $range);
$entries = [];
$dates = Navigation::blockPeriods($start, $end, $range);
$entries = [];
// get all expenses without a budget.
/** @var GroupCollectorInterface $collector */
$collector = app(GroupCollectorInterface::class);
$collector = app(GroupCollectorInterface::class);
$collector->setRange($start, $end)->withoutBudget()->withAccountInformation()->setTypes([TransactionTypeEnum::WITHDRAWAL->value]);
$journals = $collector->getExtractedJournals();
$journals = $collector->getExtractedJournals();
foreach ($dates as $currentDate) {
$set = $this->filterJournalsByDate($journals, $currentDate['start'], $currentDate['end']);
$title = Navigation::periodShow($currentDate['end'], $currentDate['period']);
$entries[]
= [
'title' => $title,
'route' => route('budgets.no-budget', [$currentDate['start']->format('Y-m-d'), $currentDate['end']->format('Y-m-d')]),
'total_transactions' => count($set),
'spent' => $this->groupByCurrency($set),
'earned' => [],
'transferred_away' => [],
'transferred_in' => [],
];
'title' => $title,
'route' => route('budgets.no-budget', [$currentDate['start']->format('Y-m-d'), $currentDate['end']->format('Y-m-d')]),
'total_transactions' => count($set),
'spent' => $this->groupByCurrency($set),
'earned' => [],
'transferred_away' => [],
'transferred_in' => [],
];
}
$cache->store($entries);
@@ -390,38 +435,38 @@ trait PeriodOverview
protected function getNoCategoryPeriodOverview(Carbon $theDate): array
{
app('log')->debug(sprintf('Now in getNoCategoryPeriodOverview(%s)', $theDate->format('Y-m-d')));
$range = Navigation::getViewRange(true);
$first = $this->journalRepos->firstNull();
$start = null === $first ? new Carbon() : $first->date;
$end = clone $theDate;
$end = Navigation::endOfPeriod($end, $range);
$range = Navigation::getViewRange(true);
$first = $this->journalRepos->firstNull();
$start = null === $first ? new Carbon() : $first->date;
$end = clone $theDate;
$end = Navigation::endOfPeriod($end, $range);
app('log')->debug(sprintf('Start for getNoCategoryPeriodOverview() is %s', $start->format('Y-m-d')));
app('log')->debug(sprintf('End for getNoCategoryPeriodOverview() is %s', $end->format('Y-m-d')));
// properties for cache
$dates = Navigation::blockPeriods($start, $end, $range);
$entries = [];
$dates = Navigation::blockPeriods($start, $end, $range);
$entries = [];
// collect all expenses in this period:
/** @var GroupCollectorInterface $collector */
$collector = app(GroupCollectorInterface::class);
$collector = app(GroupCollectorInterface::class);
$collector->withoutCategory();
$collector->setRange($start, $end);
$collector->setTypes([TransactionTypeEnum::DEPOSIT->value]);
$earnedSet = $collector->getExtractedJournals();
$earnedSet = $collector->getExtractedJournals();
// collect all income in this period:
/** @var GroupCollectorInterface $collector */
$collector = app(GroupCollectorInterface::class);
$collector = app(GroupCollectorInterface::class);
$collector->withoutCategory();
$collector->setRange($start, $end);
$collector->setTypes([TransactionTypeEnum::WITHDRAWAL->value]);
$spentSet = $collector->getExtractedJournals();
$spentSet = $collector->getExtractedJournals();
// collect all transfers in this period:
/** @var GroupCollectorInterface $collector */
$collector = app(GroupCollectorInterface::class);
$collector = app(GroupCollectorInterface::class);
$collector->withoutCategory();
$collector->setRange($start, $end);
$collector->setTypes([TransactionTypeEnum::TRANSFER->value]);
@@ -435,13 +480,13 @@ trait PeriodOverview
$title = Navigation::periodShow($currentDate['end'], $currentDate['period']);
$entries[]
= [
'title' => $title,
'route' => route('categories.no-category', [$currentDate['start']->format('Y-m-d'), $currentDate['end']->format('Y-m-d')]),
'total_transactions' => count($spent) + count($earned) + count($transferred),
'spent' => $this->groupByCurrency($spent),
'earned' => $this->groupByCurrency($earned),
'transferred' => $this->groupByCurrency($transferred),
];
'title' => $title,
'route' => route('categories.no-category', [$currentDate['start']->format('Y-m-d'), $currentDate['end']->format('Y-m-d')]),
'total_transactions' => count($spent) + count($earned) + count($transferred),
'spent' => $this->groupByCurrency($spent),
'earned' => $this->groupByCurrency($earned),
'transferred' => $this->groupByCurrency($transferred),
];
}
app('log')->debug('End of loops');
@@ -455,11 +500,11 @@ trait PeriodOverview
*/
protected function getTagPeriodOverview(Tag $tag, Carbon $start, Carbon $end): array // period overview for tags.
{
$range = Navigation::getViewRange(true);
$range = Navigation::getViewRange(true);
[$start, $end] = $end < $start ? [$end, $start] : [$start, $end];
// properties for cache
$cache = new CacheProperties();
$cache = new CacheProperties();
$cache->addProperty($start);
$cache->addProperty($end);
$cache->addProperty('tag-period-entries');
@@ -469,37 +514,37 @@ trait PeriodOverview
}
/** @var array $dates */
$dates = Navigation::blockPeriods($start, $end, $range);
$entries = [];
$dates = Navigation::blockPeriods($start, $end, $range);
$entries = [];
// collect all expenses in this period:
/** @var GroupCollectorInterface $collector */
$collector = app(GroupCollectorInterface::class);
$collector = app(GroupCollectorInterface::class);
$collector->setTag($tag);
$collector->setRange($start, $end);
$collector->setTypes([TransactionTypeEnum::DEPOSIT->value]);
$earnedSet = $collector->getExtractedJournals();
$earnedSet = $collector->getExtractedJournals();
// collect all income in this period:
/** @var GroupCollectorInterface $collector */
$collector = app(GroupCollectorInterface::class);
$collector = app(GroupCollectorInterface::class);
$collector->setTag($tag);
$collector->setRange($start, $end);
$collector->setTypes([TransactionTypeEnum::WITHDRAWAL->value]);
$spentSet = $collector->getExtractedJournals();
$spentSet = $collector->getExtractedJournals();
// collect all transfers in this period:
/** @var GroupCollectorInterface $collector */
$collector = app(GroupCollectorInterface::class);
$collector = app(GroupCollectorInterface::class);
$collector->setTag($tag);
$collector->setRange($start, $end);
$collector->setTypes([TransactionTypeEnum::TRANSFER->value]);
$transferSet = $collector->getExtractedJournals();
$transferSet = $collector->getExtractedJournals();
// filer all of them:
$earnedSet = $this->filterJournalsByTag($earnedSet, $tag);
$spentSet = $this->filterJournalsByTag($spentSet, $tag);
$transferSet = $this->filterJournalsByTag($transferSet, $tag);
$earnedSet = $this->filterJournalsByTag($earnedSet, $tag);
$spentSet = $this->filterJournalsByTag($spentSet, $tag);
$transferSet = $this->filterJournalsByTag($transferSet, $tag);
foreach ($dates as $currentDate) {
$spent = $this->filterJournalsByDate($spentSet, $currentDate['start'], $currentDate['end']);
@@ -508,17 +553,17 @@ trait PeriodOverview
$title = Navigation::periodShow($currentDate['end'], $currentDate['period']);
$entries[]
= [
'transactions' => 0,
'title' => $title,
'route' => route(
'tags.show',
[$tag->id, $currentDate['start']->format('Y-m-d'), $currentDate['end']->format('Y-m-d')]
),
'total_transactions' => count($spent) + count($earned) + count($transferred),
'spent' => $this->groupByCurrency($spent),
'earned' => $this->groupByCurrency($earned),
'transferred' => $this->groupByCurrency($transferred),
];
'transactions' => 0,
'title' => $title,
'route' => route(
'tags.show',
[$tag->id, $currentDate['start']->format('Y-m-d'), $currentDate['end']->format('Y-m-d')]
),
'total_transactions' => count($spent) + count($earned) + count($transferred),
'spent' => $this->groupByCurrency($spent),
'earned' => $this->groupByCurrency($earned),
'transferred' => $this->groupByCurrency($transferred),
];
}
return $entries;
@@ -528,7 +573,7 @@ trait PeriodOverview
{
$return = [];
foreach ($set as $entry) {
$found = false;
$found = false;
/** @var array $localTag */
foreach ($entry['tags'] as $localTag) {
@@ -550,12 +595,12 @@ trait PeriodOverview
*/
protected function getTransactionPeriodOverview(string $transactionType, Carbon $start, Carbon $end): array
{
$range = Navigation::getViewRange(true);
$types = config(sprintf('firefly.transactionTypesByType.%s', $transactionType));
$range = Navigation::getViewRange(true);
$types = config(sprintf('firefly.transactionTypesByType.%s', $transactionType));
[$start, $end] = $end < $start ? [$end, $start] : [$start, $end];
// properties for cache
$cache = new CacheProperties();
$cache = new CacheProperties();
$cache->addProperty($start);
$cache->addProperty($end);
$cache->addProperty('transactions-period-entries');
@@ -565,16 +610,16 @@ trait PeriodOverview
}
/** @var array $dates */
$dates = Navigation::blockPeriods($start, $end, $range);
$entries = [];
$spent = [];
$earned = [];
$transferred = [];
$dates = Navigation::blockPeriods($start, $end, $range);
$entries = [];
$spent = [];
$earned = [];
$transferred = [];
// collect all journals in this period (regardless of type)
$collector = app(GroupCollectorInterface::class);
$collector = app(GroupCollectorInterface::class);
$collector->setTypes($types)->setRange($start, $end);
$genericSet = $collector->getExtractedJournals();
$loops = 0;
$genericSet = $collector->getExtractedJournals();
$loops = 0;
foreach ($dates as $currentDate) {
$title = Navigation::periodShow($currentDate['end'], $currentDate['period']);
@@ -592,14 +637,14 @@ trait PeriodOverview
}
}
$entries[]
= [
'title' => $title,
'route' => route('transactions.index', [$transactionType, $currentDate['start']->format('Y-m-d'), $currentDate['end']->format('Y-m-d')]),
'total_transactions' => count($spent) + count($earned) + count($transferred),
'spent' => $this->groupByCurrency($spent),
'earned' => $this->groupByCurrency($earned),
'transferred' => $this->groupByCurrency($transferred),
];
= [
'title' => $title,
'route' => route('transactions.index', [$transactionType, $currentDate['start']->format('Y-m-d'), $currentDate['end']->format('Y-m-d')]),
'total_transactions' => count($spent) + count($earned) + count($transferred),
'spent' => $this->groupByCurrency($spent),
'earned' => $this->groupByCurrency($earned),
'transferred' => $this->groupByCurrency($transferred),
];
++$loops;
}