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Code Editor : DataArray.php
<?php /** * Matomo - free/libre analytics platform * * @link https://matomo.org * @license http://www.gnu.org/licenses/gpl-3.0.html GPL v3 or later * */ namespace Piwik; use Exception; use Piwik\Tracker\GoalManager; /** * The DataArray is a data structure used to aggregate datasets, * ie. sum arrays made of rows made of columns, * data from the logs is stored in a DataArray before being converted in a DataTable * */ class DataArray { protected $data = array(); protected $dataTwoLevels = array(); public function __construct($data = array(), $dataArrayByLabel = array()) { $this->data = $data; $this->dataTwoLevels = $dataArrayByLabel; } /** * This returns the actual raw data array * * @return array */ public function &getDataArray() { return $this->data; } public function getDataArrayWithTwoLevels() { return $this->dataTwoLevels; } public function sumMetricsVisits($label, $row) { if (!isset($this->data[$label])) { $this->data[$label] = static::makeEmptyRow(); } $this->doSumVisitsMetrics($row, $this->data[$label]); } /** * Returns an empty row containing default metrics * * @return array */ public static function makeEmptyRow() { return array(Metrics::INDEX_NB_UNIQ_VISITORS => 0, Metrics::INDEX_NB_VISITS => 0, Metrics::INDEX_NB_ACTIONS => 0, Metrics::INDEX_NB_USERS => 0, Metrics::INDEX_MAX_ACTIONS => 0, Metrics::INDEX_SUM_VISIT_LENGTH => 0, Metrics::INDEX_BOUNCE_COUNT => 0, Metrics::INDEX_NB_VISITS_CONVERTED => 0, ); } /** * Adds the given row $newRowToAdd to the existing $oldRowToUpdate passed by reference * The rows are php arrays Name => value * * @param array $newRowToAdd * @param array $oldRowToUpdate * @param bool $onlyMetricsAvailableInActionsTable * * @return void */ protected function doSumVisitsMetrics($newRowToAdd, &$oldRowToUpdate) { // Pre 1.2 format: string indexed rows are returned from the DB // Left here for Backward compatibility with plugins doing custom SQL queries using these metrics as string if (!isset($newRowToAdd[Metrics::INDEX_NB_VISITS])) { $oldRowToUpdate[Metrics::INDEX_NB_VISITS] += $newRowToAdd['nb_visits']; $oldRowToUpdate[Metrics::INDEX_NB_ACTIONS] += $newRowToAdd['nb_actions']; $oldRowToUpdate[Metrics::INDEX_NB_UNIQ_VISITORS] += $newRowToAdd['nb_uniq_visitors']; $oldRowToUpdate[Metrics::INDEX_NB_USERS] += $newRowToAdd['nb_users']; $oldRowToUpdate[Metrics::INDEX_MAX_ACTIONS] = (float)max($newRowToAdd['max_actions'], $oldRowToUpdate[Metrics::INDEX_MAX_ACTIONS]); $oldRowToUpdate[Metrics::INDEX_SUM_VISIT_LENGTH] += $newRowToAdd['sum_visit_length']; $oldRowToUpdate[Metrics::INDEX_BOUNCE_COUNT] += $newRowToAdd['bounce_count']; $oldRowToUpdate[Metrics::INDEX_NB_VISITS_CONVERTED] += $newRowToAdd['nb_visits_converted']; return; } // Edge case fail safe if (!isset($oldRowToUpdate[Metrics::INDEX_NB_VISITS])) { return; } $oldRowToUpdate[Metrics::INDEX_NB_VISITS] += $newRowToAdd[Metrics::INDEX_NB_VISITS]; $oldRowToUpdate[Metrics::INDEX_NB_ACTIONS] += $newRowToAdd[Metrics::INDEX_NB_ACTIONS]; $oldRowToUpdate[Metrics::INDEX_NB_UNIQ_VISITORS] += $newRowToAdd[Metrics::INDEX_NB_UNIQ_VISITORS]; // In case the existing Row had no action metrics (eg. Custom Variable XYZ with "visit" scope) // but the new Row has action metrics (eg. same Custom Variable XYZ this time with a "page" scope) if (!isset($oldRowToUpdate[Metrics::INDEX_MAX_ACTIONS])) { $toZero = array( Metrics::INDEX_NB_USERS, Metrics::INDEX_MAX_ACTIONS, Metrics::INDEX_SUM_VISIT_LENGTH, Metrics::INDEX_BOUNCE_COUNT, Metrics::INDEX_NB_VISITS_CONVERTED ); foreach ($toZero as $metric) { $oldRowToUpdate[$metric] = 0; } } $oldRowToUpdate[Metrics::INDEX_NB_USERS] += $newRowToAdd[Metrics::INDEX_NB_USERS]; $oldRowToUpdate[Metrics::INDEX_MAX_ACTIONS] = (float)max($newRowToAdd[Metrics::INDEX_MAX_ACTIONS], $oldRowToUpdate[Metrics::INDEX_MAX_ACTIONS]); $oldRowToUpdate[Metrics::INDEX_SUM_VISIT_LENGTH] += $newRowToAdd[Metrics::INDEX_SUM_VISIT_LENGTH]; $oldRowToUpdate[Metrics::INDEX_BOUNCE_COUNT] += $newRowToAdd[Metrics::INDEX_BOUNCE_COUNT]; $oldRowToUpdate[Metrics::INDEX_NB_VISITS_CONVERTED] += $newRowToAdd[Metrics::INDEX_NB_VISITS_CONVERTED]; } /** * Adds the given row $newRowToAdd to the existing $oldRowToUpdate passed by reference * The rows are php arrays Name => value * * @param array $newRowToAdd * @param array $oldRowToUpdate * @param bool $onlyMetricsAvailableInActionsTable * * @return void */ protected function doSumActionsMetrics($newRowToAdd, &$oldRowToUpdate) { // Pre 1.2 format: string indexed rows are returned from the DB // Left here for Backward compatibility with plugins doing custom SQL queries using these metrics as string if (!isset($newRowToAdd[Metrics::INDEX_NB_VISITS])) { $oldRowToUpdate[Metrics::INDEX_NB_VISITS] += $newRowToAdd['nb_visits']; $oldRowToUpdate[Metrics::INDEX_NB_ACTIONS] += $newRowToAdd['nb_actions']; $oldRowToUpdate[Metrics::INDEX_NB_UNIQ_VISITORS] += $newRowToAdd['nb_uniq_visitors']; return; } // Edge case fail safe if (!isset($oldRowToUpdate[Metrics::INDEX_NB_VISITS])) { return; } $oldRowToUpdate[Metrics::INDEX_NB_VISITS] += $newRowToAdd[Metrics::INDEX_NB_VISITS]; if (array_key_exists(Metrics::INDEX_NB_ACTIONS, $newRowToAdd)) { $oldRowToUpdate[Metrics::INDEX_NB_ACTIONS] += $newRowToAdd[Metrics::INDEX_NB_ACTIONS]; } if (array_key_exists(Metrics::INDEX_PAGE_NB_HITS, $newRowToAdd)) { if (!array_key_exists(Metrics::INDEX_PAGE_NB_HITS, $oldRowToUpdate)) { $oldRowToUpdate[Metrics::INDEX_PAGE_NB_HITS] = 0; } $oldRowToUpdate[Metrics::INDEX_PAGE_NB_HITS] += $newRowToAdd[Metrics::INDEX_PAGE_NB_HITS]; } $oldRowToUpdate[Metrics::INDEX_NB_UNIQ_VISITORS] += $newRowToAdd[Metrics::INDEX_NB_UNIQ_VISITORS]; } public function sumMetricsGoals($label, $row) { $idGoal = $row['idgoal']; if (!isset($this->data[$label][Metrics::INDEX_GOALS][$idGoal])) { $this->data[$label][Metrics::INDEX_GOALS][$idGoal] = static::makeEmptyGoalRow($idGoal); } $this->doSumGoalsMetrics($row, $this->data[$label][Metrics::INDEX_GOALS][$idGoal]); } /** * @param $idGoal * @return array */ protected static function makeEmptyGoalRow($idGoal) { if ($idGoal > GoalManager::IDGOAL_ORDER) { return array(Metrics::INDEX_GOAL_NB_CONVERSIONS => 0, Metrics::INDEX_GOAL_NB_VISITS_CONVERTED => 0, Metrics::INDEX_GOAL_REVENUE => 0, ); } if ($idGoal == GoalManager::IDGOAL_ORDER) { return array(Metrics::INDEX_GOAL_NB_CONVERSIONS => 0, Metrics::INDEX_GOAL_NB_VISITS_CONVERTED => 0, Metrics::INDEX_GOAL_REVENUE => 0, Metrics::INDEX_GOAL_ECOMMERCE_REVENUE_SUBTOTAL => 0, Metrics::INDEX_GOAL_ECOMMERCE_REVENUE_TAX => 0, Metrics::INDEX_GOAL_ECOMMERCE_REVENUE_SHIPPING => 0, Metrics::INDEX_GOAL_ECOMMERCE_REVENUE_DISCOUNT => 0, Metrics::INDEX_GOAL_ECOMMERCE_ITEMS => 0, ); } // idGoal == GoalManager::IDGOAL_CART return array(Metrics::INDEX_GOAL_NB_CONVERSIONS => 0, Metrics::INDEX_GOAL_NB_VISITS_CONVERTED => 0, Metrics::INDEX_GOAL_REVENUE => 0, Metrics::INDEX_GOAL_ECOMMERCE_ITEMS => 0, ); } /** * * @param $newRowToAdd * @param $oldRowToUpdate */ protected function doSumGoalsMetrics($newRowToAdd, &$oldRowToUpdate) { $oldRowToUpdate[Metrics::INDEX_GOAL_NB_CONVERSIONS] += $newRowToAdd[Metrics::INDEX_GOAL_NB_CONVERSIONS]; $oldRowToUpdate[Metrics::INDEX_GOAL_NB_VISITS_CONVERTED] += $newRowToAdd[Metrics::INDEX_GOAL_NB_VISITS_CONVERTED]; $oldRowToUpdate[Metrics::INDEX_GOAL_REVENUE] += $newRowToAdd[Metrics::INDEX_GOAL_REVENUE]; // Cart & Order if (isset($oldRowToUpdate[Metrics::INDEX_GOAL_ECOMMERCE_ITEMS])) { $oldRowToUpdate[Metrics::INDEX_GOAL_ECOMMERCE_ITEMS] += $newRowToAdd[Metrics::INDEX_GOAL_ECOMMERCE_ITEMS]; // Order only if (isset($oldRowToUpdate[Metrics::INDEX_GOAL_ECOMMERCE_REVENUE_SUBTOTAL])) { $oldRowToUpdate[Metrics::INDEX_GOAL_ECOMMERCE_REVENUE_SUBTOTAL] += $newRowToAdd[Metrics::INDEX_GOAL_ECOMMERCE_REVENUE_SUBTOTAL]; $oldRowToUpdate[Metrics::INDEX_GOAL_ECOMMERCE_REVENUE_TAX] += $newRowToAdd[Metrics::INDEX_GOAL_ECOMMERCE_REVENUE_TAX]; $oldRowToUpdate[Metrics::INDEX_GOAL_ECOMMERCE_REVENUE_SHIPPING] += $newRowToAdd[Metrics::INDEX_GOAL_ECOMMERCE_REVENUE_SHIPPING]; $oldRowToUpdate[Metrics::INDEX_GOAL_ECOMMERCE_REVENUE_DISCOUNT] += $newRowToAdd[Metrics::INDEX_GOAL_ECOMMERCE_REVENUE_DISCOUNT]; } } } public function sumMetricsActions($label, $row) { if (!isset($this->data[$label])) { $this->data[$label] = static::makeEmptyActionRow(); } $this->doSumActionsMetrics($row, $this->data[$label]); } protected static function makeEmptyActionRow() { return array( Metrics::INDEX_NB_UNIQ_VISITORS => 0, Metrics::INDEX_NB_VISITS => 0, Metrics::INDEX_NB_ACTIONS => 0, ); } public function sumMetricsEvents($label, $row) { if (!isset($this->data[$label])) { $this->data[$label] = static::makeEmptyEventRow(); } $this->doSumEventsMetrics($row, $this->data[$label], $onlyMetricsAvailableInActionsTable = true); } protected static function makeEmptyEventRow() { return array( Metrics::INDEX_NB_UNIQ_VISITORS => 0, Metrics::INDEX_NB_VISITS => 0, Metrics::INDEX_EVENT_NB_HITS => 0, Metrics::INDEX_EVENT_NB_HITS_WITH_VALUE => 0, Metrics::INDEX_EVENT_SUM_EVENT_VALUE => 0, Metrics::INDEX_EVENT_MIN_EVENT_VALUE => false, Metrics::INDEX_EVENT_MAX_EVENT_VALUE => 0, ); } const EVENT_VALUE_PRECISION = 2; /** * @param array $newRowToAdd * @param array $oldRowToUpdate * @return void */ protected function doSumEventsMetrics($newRowToAdd, &$oldRowToUpdate) { $oldRowToUpdate[Metrics::INDEX_NB_VISITS] += $newRowToAdd[Metrics::INDEX_NB_VISITS]; $oldRowToUpdate[Metrics::INDEX_NB_UNIQ_VISITORS] += $newRowToAdd[Metrics::INDEX_NB_UNIQ_VISITORS]; $oldRowToUpdate[Metrics::INDEX_EVENT_NB_HITS] += $newRowToAdd[Metrics::INDEX_EVENT_NB_HITS]; $oldRowToUpdate[Metrics::INDEX_EVENT_NB_HITS_WITH_VALUE] += $newRowToAdd[Metrics::INDEX_EVENT_NB_HITS_WITH_VALUE]; $newRowToAdd[Metrics::INDEX_EVENT_SUM_EVENT_VALUE] = round($newRowToAdd[Metrics::INDEX_EVENT_SUM_EVENT_VALUE], static::EVENT_VALUE_PRECISION); $oldRowToUpdate[Metrics::INDEX_EVENT_SUM_EVENT_VALUE] += $newRowToAdd[Metrics::INDEX_EVENT_SUM_EVENT_VALUE]; $oldRowToUpdate[Metrics::INDEX_EVENT_MAX_EVENT_VALUE] = round(max(0, $newRowToAdd[Metrics::INDEX_EVENT_MAX_EVENT_VALUE], $oldRowToUpdate[Metrics::INDEX_EVENT_MAX_EVENT_VALUE]), static::EVENT_VALUE_PRECISION); // Update minimum only if it is set if ($newRowToAdd[Metrics::INDEX_EVENT_MIN_EVENT_VALUE] !== false && $newRowToAdd[Metrics::INDEX_EVENT_MIN_EVENT_VALUE] !== null) { if ($oldRowToUpdate[Metrics::INDEX_EVENT_MIN_EVENT_VALUE] === false) { $oldRowToUpdate[Metrics::INDEX_EVENT_MIN_EVENT_VALUE] = round($newRowToAdd[Metrics::INDEX_EVENT_MIN_EVENT_VALUE], static::EVENT_VALUE_PRECISION); } else { $oldRowToUpdate[Metrics::INDEX_EVENT_MIN_EVENT_VALUE] = round(min($newRowToAdd[Metrics::INDEX_EVENT_MIN_EVENT_VALUE], $oldRowToUpdate[Metrics::INDEX_EVENT_MIN_EVENT_VALUE]), static::EVENT_VALUE_PRECISION); } } } /** * Generic function that will sum all columns of the given row, at the specified label's row. * * @param $label * @param $row * @throws Exception if the the data row contains non numeric values */ public function sumMetrics($label, $row) { foreach ($row as $columnName => $columnValue) { if (empty($columnValue)) { continue; } if (empty($this->data[$label][$columnName])) { $this->data[$label][$columnName] = 0; } if (!is_numeric($columnValue)) { throw new Exception("DataArray->sumMetricsPivot expects rows of numeric values, non numeric found: " . var_export($columnValue, true) . " for column $columnName"); } $this->data[$label][$columnName] += $columnValue; } } public function sumMetricsVisitsPivot($parentLabel, $label, $row) { if (!isset($this->dataTwoLevels[$parentLabel][$label])) { $this->dataTwoLevels[$parentLabel][$label] = static::makeEmptyRow(); } $this->doSumVisitsMetrics($row, $this->dataTwoLevels[$parentLabel][$label]); } public function sumMetricsGoalsPivot($parentLabel, $label, $row) { $idGoal = $row['idgoal']; if (!isset($this->dataTwoLevels[$parentLabel][$label][Metrics::INDEX_GOALS][$idGoal])) { $this->dataTwoLevels[$parentLabel][$label][Metrics::INDEX_GOALS][$idGoal] = static::makeEmptyGoalRow($idGoal); } $this->doSumGoalsMetrics($row, $this->dataTwoLevels[$parentLabel][$label][Metrics::INDEX_GOALS][$idGoal]); } public function sumMetricsActionsPivot($parentLabel, $label, $row) { if (!isset($this->dataTwoLevels[$parentLabel][$label])) { $this->dataTwoLevels[$parentLabel][$label] = $this->makeEmptyActionRow(); } $this->doSumActionsMetrics($row, $this->dataTwoLevels[$parentLabel][$label]); } public function sumMetricsEventsPivot($parentLabel, $label, $row) { if (!isset($this->dataTwoLevels[$parentLabel][$label])) { $this->dataTwoLevels[$parentLabel][$label] = $this->makeEmptyEventRow(); } $this->doSumEventsMetrics($row, $this->dataTwoLevels[$parentLabel][$label]); } public function setRowColumnPivot($parentLabel, $label, $column, $value) { $this->dataTwoLevels[$parentLabel][$label][$column] = $value; } public function enrichMetricsWithConversions() { $this->enrichWithConversions($this->data); foreach ($this->dataTwoLevels as &$metricsBySubLabel) { $this->enrichWithConversions($metricsBySubLabel); } } /** * Given an array of stats, it will process the sum of goal conversions * and sum of revenue and add it in the stats array in two new fields. * * @param array $data Passed by reference, two new columns * will be added: total conversions, and total revenue, for all goals for this label/row */ protected function enrichWithConversions(&$data) { foreach ($data as &$values) { if (!isset($values[Metrics::INDEX_GOALS])) { continue; } $revenue = $conversions = 0; foreach ($values[Metrics::INDEX_GOALS] as $idgoal => $goalValues) { // Do not sum Cart revenue since it is a lost revenue if ($idgoal >= GoalManager::IDGOAL_ORDER) { $revenue += $goalValues[Metrics::INDEX_GOAL_REVENUE]; $conversions += $goalValues[Metrics::INDEX_GOAL_NB_CONVERSIONS]; } } $values[Metrics::INDEX_NB_CONVERSIONS] = $conversions; // 25.00 recorded as 25 if (round($revenue) == $revenue) { $revenue = round($revenue); } $values[Metrics::INDEX_REVENUE] = $revenue; // if there are no "visit" column, we force one to prevent future complications // eg. This helps the setDefaultColumnsToDisplay() call if (!isset($values[Metrics::INDEX_NB_VISITS])) { $values[Metrics::INDEX_NB_VISITS] = 0; } } } /** * Returns true if the row looks like an Action metrics row * * @param $row * @return bool */ public static function isRowActions($row) { return (count($row) == count(static::makeEmptyActionRow())) && isset($row[Metrics::INDEX_NB_ACTIONS]); } /** * Converts array to a datatable * * @return \Piwik\DataTable */ public function asDataTable() { $dataArray = $this->getDataArray(); $dataArrayTwoLevels = $this->getDataArrayWithTwoLevels(); $subtableByLabel = null; if (!empty($dataArrayTwoLevels)) { $subtableByLabel = array(); foreach ($dataArrayTwoLevels as $label => $subTable) { $subtableByLabel[$label] = DataTable::makeFromIndexedArray($subTable); } } return DataTable::makeFromIndexedArray($dataArray, $subtableByLabel); } }
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