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<?php |
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namespace App\Service; |
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use App\Entity\Wander; |
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use App\Repository\ImageRepository; |
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use App\Repository\WanderRepository; |
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use Carbon\Carbon; |
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use Carbon\CarbonImmutable; |
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use Carbon\CarbonInterface; |
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use Carbon\CarbonInterval; |
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use Doctrine\ORM\EntityManager; |
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use Doctrine\ORM\EntityManagerInterface; |
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use Doctrine\ORM\EntityRepository; |
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use Exception; |
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use Symfony\Component\ExpressionLanguage\Node\ArrayNode; |
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use Symfony\Contracts\Cache\CacheInterface; |
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use Symfony\Contracts\Cache\ItemInterface; |
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use Symfony\Contracts\Cache\TagAwareCacheInterface; |
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class StatsService |
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{ |
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/** @var ImageRepository */ |
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private $imageRepository; |
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/** @var WanderRepository */ |
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private $wanderRepository; |
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/** @var TagAwareCacheInterface */ |
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private $cache; |
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/** @var EntityManagerInterface */ |
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private $entityManager; |
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public function __construct( |
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ImageRepository $imageRepository, |
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WanderRepository $wanderRepository, |
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TagAwareCacheInterface $cache, |
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EntityManagerInterface $entityManager) |
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{ |
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$this->imageRepository = $imageRepository; |
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$this->wanderRepository = $wanderRepository; |
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$this->cache = $cache; |
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$this->entityManager = $entityManager; |
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} |
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/** |
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* @return array<mixed> |
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*/ |
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public function getImageStats(): array |
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{ |
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$stats = $this->cache->get('image_stats', function(ItemInterface $item) { |
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$item->tag('stats'); |
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$imageStats = $this->imageRepository |
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->createQueryBuilder('i') |
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->select('COUNT(i.id) as totalCount') |
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->addSelect('COUNT(i.latlng) as countWithCoords') |
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->addSelect('COUNT(i.title) as countWithTitle') |
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->addSelect('COUNT(i.description) as countWithDescription') |
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->getQuery() |
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->getSingleResult(); |
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return $imageStats; |
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}); |
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return $stats; |
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} |
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/** |
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* @return array<mixed> |
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*/ |
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public function getImageLocationStats(): array |
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{ |
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return $this->cache->get('image_location_stats', function (ItemInterface $item) { |
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$item->tag('stats'); |
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$stats = $this->imageRepository |
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->createQueryBuilder('i') |
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->select('i.location') |
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->addSelect('COUNT(i) AS locationCount') |
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->groupBy('i.location') |
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->Where('i.location IS NOT NULL') |
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->OrderBy('i.location') |
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->getQuery() |
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->getResult(); |
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return array_column($stats, 'locationCount', 'location'); |
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}); |
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} |
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/** |
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* @return array<mixed> |
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*/ |
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public function getWanderStats(): array |
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{ |
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$stats = $this->cache->get('wander_stats', function(ItemInterface $item) { |
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$item->tag('stats'); |
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$wanderStats = $this->getGeneralWanderStats(); |
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$overallTimeStats = $this->getOverallTimeStats(); |
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$wanderStats += $overallTimeStats; |
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$wanderStats['totalDurationForHumans'] = $wanderStats['totalDuration'] |
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->forHumans(['short' => true, 'options' => 0]); // https://github.com/briannesbitt/Carbon/issues/2035 |
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$wanderStats['averageDurationForHumans'] = $wanderStats['averageDuration'] |
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->forHumans(['short' => true, 'options' => 0]); // https://github.com/briannesbitt/Carbon/issues/2035 |
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// Distances |
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$wanderStats['shortestWanderDistance'] = $this->wanderRepository->findShortest(); |
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$wanderStats['longestWanderDistance'] = $this->wanderRepository->findLongest(); |
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$wanderStats['averageWanderDistance'] = $this->wanderRepository->findAverageDistance(); |
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$wanderStats['monthlyStats'] = $this->getPeriodicStats( |
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$overallTimeStats['firstWanderStartTime']->startOfMonth(), |
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$overallTimeStats['latestWanderStartTime']->startOfMonth(), |
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'month', |
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'MMM YYYY' |
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); |
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$wanderStats['yearlyStats'] = $this->getPeriodicStats( |
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$overallTimeStats['firstWanderStartTime']->startOfYear(), |
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$overallTimeStats['latestWanderStartTime']->startOfMonth(), |
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'year', |
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'YYYY' |
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); |
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// Specialist stuff |
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$qb = $this->wanderRepository |
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->createQueryBuilder('w'); |
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$wanderStats['imageProcessingBacklog'] = $this->wanderRepository |
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->addWhereHasImages($qb, false) |
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->select('COUNT(w.id)') |
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->getQuery() |
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->getSingleScalarResult(); |
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return $wanderStats; |
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}); |
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return $stats; |
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} |
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/** |
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* @return array<string, mixed> |
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*/ |
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private function getGeneralWanderStats(): array |
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{ |
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// General statistics |
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$wanderStats = $this->wanderRepository |
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->createQueryBuilder('w') |
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->select('COUNT(w.id) as totalCount') |
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->addSelect('COUNT(w.title) as countWithTitle') |
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->addSelect('COUNT(w.description) as countWithDescription') |
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->addSelect('COALESCE(SUM(w.distance), 0) as totalDistance') |
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->addSelect('COALESCE(SUM(w.cumulativeElevationGain), 0) as totalCumulativeElevationGain') |
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->getQuery() |
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->getSingleResult(); |
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$wanderStats['hasWanders'] = $wanderStats['totalCount'] > 0; |
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return $wanderStats; |
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} |
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/** |
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* @return array<string, mixed> |
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*/ |
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private function getOverallTimeStats(): array |
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{ |
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// Doctrine doesn't support calculating a difference |
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// in seconds from two datetime values via ORM. Let's |
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// go raw. Seeing as we're aggregating over all wanders |
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// and want to process the results into Carbon dates, |
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// we might as well also get the earliest and latest |
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// wanders, too. These will also be helpful for our monthly |
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// chart where we don't want to skip missing months. |
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$conn = $this->entityManager->getConnection(); |
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$sql = 'SELECT |
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COALESCE(SUM(TIME_TO_SEC(TIMEDIFF(end_time, start_time))), 0) AS totalDuration, |
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COALESCE(AVG(TIME_TO_SEC(TIMEDIFF(end_time, start_time))), 0) AS averageDuration, |
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MIN(start_time) AS firstWanderStartTime, |
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MAX(start_time) AS latestWanderStartTime |
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FROM wander |
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'; |
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$stmt = $conn->prepare($sql); |
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$result = $stmt->executeQuery(); |
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$row = $result->fetchAssociative(); |
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if ($row === false) { |
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throw new Exception("Got no results when finding duration stats."); |
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} |
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$overallTimeStats = [ |
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'firstWanderStartTime' => Carbon::parse($row['firstWanderStartTime']), |
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'latestWanderStartTime' => Carbon::parse($row['latestWanderStartTime']), |
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'totalDuration' => CarbonInterval::seconds($row['totalDuration'])->cascade(), |
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'averageDuration'=> CarbonInterval::seconds($row['averageDuration'])->cascade() |
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]; |
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return $overallTimeStats; |
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} |
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/** |
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* @return array<int, array<string, mixed>> |
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*/ |
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private function getPeriodicStats(Carbon $startMonth, Carbon $endMonth, string $periodType, string $periodLabelFormat): array |
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{ |
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// Stats per month or year. It would be most efficient to write some complicated SQL query |
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// that groups the lot together, including filling in months with missing data using some kind |
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// of row generator or date dimension table, but frankly this is still fast enough, |
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// especially as it's cached and invalidated quite sensibly. |
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$sql = 'SELECT |
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COUNT(*) AS number_of_wanders, |
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COALESCE(SUM(w.distance), 0) AS total_distance_metres, |
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COALESCE(SUM(w.distance), 0) / 1000.0 AS total_distance_km, |
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COALESCE(SUM((SELECT COUNT(*) FROM image i WHERE i.wander_id = w.id)), 0) AS number_of_images, |
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COALESCE(SUM((SELECT COUNT(*) FROM image i WHERE (rating IS NULL or rating = 0) AND i.wander_id = w.id)), 0) AS rating_0_images, |
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COALESCE(SUM((SELECT COUNT(*) FROM image i WHERE rating = 1 AND i.wander_id = w.id)), 0) AS rating_1_images, |
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COALESCE(SUM((SELECT COUNT(*) FROM image i WHERE rating = 2 AND i.wander_id = w.id)), 0) AS rating_2_images, |
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COALESCE(SUM((SELECT COUNT(*) FROM image i WHERE rating = 3 AND i.wander_id = w.id)), 0) AS rating_3_images, |
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COALESCE(SUM((SELECT COUNT(*) FROM image i WHERE rating = 4 AND i.wander_id = w.id)), 0) AS rating_4_images, |
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COALESCE(SUM((SELECT COUNT(*) FROM image i WHERE rating = 5 AND i.wander_id = w.id)), 0) AS rating_5_images, |
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COALESCE(SUM(TIME_TO_SEC(TIMEDIFF(w.end_time, w.start_time))), 0) AS total_duration_seconds, |
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COALESCE(AVG(TIME_TO_SEC(TIMEDIFF(w.end_time, w.start_time))), 0) AS average_duration_seconds |
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FROM |
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wander w |
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WHERE |
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w.start_time >= :start AND |
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w.start_time < :end'; |
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$stmt = $this->entityManager->getConnection()->prepare($sql); |
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$periodicStats = []; |
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$periodLengthMonths = $periodType === 'year' ? 12 : 1; |
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for ($rangeStartMonth = $startMonth->copy(); $rangeStartMonth <= $endMonth; $rangeStartMonth->addMonths($periodLengthMonths)) { |
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$rangeEndMonth = $rangeStartMonth->copy()->addMonths($periodLengthMonths); |
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$result = $stmt->executeQuery([ |
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'start' => $rangeStartMonth, |
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'end' => $rangeEndMonth |
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]); |
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$row = $result->fetchAssociative(); |
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if ($row === false) { |
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// It's entirely aggregated, so even if no rows match the WHERE there should always be a row |
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// returned. |
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throw new Exception("Expected to get a row back from the database no matter what with this query."); |
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} |
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$duration = CarbonInterval::seconds($row['total_duration_seconds'])->cascade(); |
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$periodicStats[] = [ |
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'periodType' => $periodType, |
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'periodStartDate' => new CarbonImmutable($rangeStartMonth), |
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'periodEndDate' => new CarbonImmutable($rangeEndMonth->copy()->addDays(-1)), |
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//'year' => $rangeStartMonth->year, |
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//'month' => $rangeStartMonth->month, |
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'periodLabel' => $rangeStartMonth->isoFormat($periodLabelFormat), |
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'numberOfWanders' => (int) $row['number_of_wanders'], |
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'totalDistance' => (float) $row['total_distance_metres'], |
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'numberOfImages' => (int) $row['number_of_images'], |
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'numberOfImagesByRating' => [ |
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0 => (int) $row['rating_0_images'], |
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1 => (int) $row['rating_1_images'], |
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2 => (int) $row['rating_2_images'], |
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3 => (int) $row['rating_3_images'], |
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4 => (int) $row['rating_4_images'], |
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5 => (int) $row['rating_5_images'], |
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], |
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'totalDurationInterval' => $duration, |
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'totalDurationForHumans' => $duration->forHumans(['short' => true, 'options' => 0]), |
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'averageDurationInterval' => CarbonInterval::seconds($row['average_duration_seconds'])->cascade(), |
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]; |
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} |
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return $periodicStats; |
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} |
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} |
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