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<?php
/**
* Matomo - free/libre analytics platform
*
* @link https://matomo.org
* @license https://www.gnu.org/licenses/gpl-3.0.html GPL v3 or later
*/
namespace Piwik\Plugins\MultiSites;
use Exception;
use Piwik\API\Request;
use Piwik\Archive;
use Piwik\Common;
use Piwik\Container\StaticContainer;
use Piwik\DataTable;
use Piwik\DataTable\DataTableInterface;
use Piwik\DataTable\Map;
use Piwik\DataTable\Row;
use Piwik\Period;
use Piwik\Period\Range;
use Piwik\Piwik;
use Piwik\Plugin\Manager;
use Piwik\Plugins\BotTracking\Metrics as BotTrackingMetrics;
use Piwik\Plugins\CoreHome\Columns\Metrics\EvolutionMetric;
use Piwik\Plugins\Goals\Archiver;
use Piwik\Plugins\MultiSites\Columns\Metrics\EcommerceOnlyEvolutionMetric;
use Piwik\Plugins\SitesManager\API as APISitesManager;
use Piwik\Scheduler\Scheduler;
use Piwik\SettingsPiwik;
use Piwik\Site;
/**
* The MultiSites API lets you request the key metrics (visits, page views, revenue) for all Websites in Matomo.
* @method static \Piwik\Plugins\MultiSites\API getInstance()
*/
class API extends \Piwik\Plugin\API
{
public const METRIC_TRANSLATION_KEY = 'translation';
public const METRIC_EVOLUTION_COL_NAME_KEY = 'evolution_column_name';
public const METRIC_RECORD_NAME_KEY = 'record_name';
public const METRIC_COL_NAME_KEY = 'metric_column_name';
public const METRIC_IS_ECOMMERCE_KEY = 'is_ecommerce';
public const NB_VISITS_METRIC = 'nb_visits';
public const NB_ACTIONS_METRIC = 'nb_actions';
public const NB_HITS_LABEL = 'hits';
public const NB_HITS_METRIC = 'Actions_hits';
public const NB_PAGEVIEWS_LABEL = 'nb_pageviews';
public const NB_PAGEVIEWS_METRIC = 'Actions_nb_pageviews';
public const GOAL_REVENUE_METRIC = 'revenue';
public const AI_CHATBOTS_REQUESTS_LABEL = 'ai_chatbots_requests';
public const AI_CHATBOTS_REQUESTS_EVOLUTION_LABEL = 'ai_chatbots_requests_evolution';
public const GOAL_CONVERSION_METRIC = 'nb_conversions';
public const ECOMMERCE_ORDERS_METRIC = 'orders';
public const ECOMMERCE_REVENUE_METRIC = 'ecommerce_revenue';
/** @var array<string,array<string,string|false>> */
private static $baseMetrics = [
self::NB_VISITS_METRIC => [
self::METRIC_TRANSLATION_KEY => 'General_ColumnNbVisits',
self::METRIC_EVOLUTION_COL_NAME_KEY => 'visits_evolution',
self::METRIC_RECORD_NAME_KEY => self::NB_VISITS_METRIC,
self::METRIC_COL_NAME_KEY => self::NB_VISITS_METRIC,
self::METRIC_IS_ECOMMERCE_KEY => false,
],
self::NB_ACTIONS_METRIC => [
self::METRIC_TRANSLATION_KEY => 'General_ColumnNbActions',
self::METRIC_EVOLUTION_COL_NAME_KEY => 'actions_evolution',
self::METRIC_RECORD_NAME_KEY => self::NB_ACTIONS_METRIC,
self::METRIC_COL_NAME_KEY => self::NB_ACTIONS_METRIC,
self::METRIC_IS_ECOMMERCE_KEY => false,
],
];
protected $autoSanitizeInputParams = false;
/**
* Returns a report displaying the total visits, actions and revenue, as
* well as the evolution of these values, of all existing sites over a
* specified period of time.
*
* If the specified period is not a 'range', this function will calculate
* evolution metrics. Evolution metrics are metrics that display the
* percent increase/decrease of another metric since the last period.
*
* This function will merge the result of the archive query so each
* row in the result DataTable will correspond to the metrics of a single
* site. If a date range is specified, the result will be a
* DataTable\Map, but it will still be merged.
*
* @param string $period The period type to get data for.
* @param string $date The date(s) to get data for.
* @param null|string $segment The segments to get data for.
* @param null|string $_restrictSitesToLogin Hack used to enforce we restrict the returned data to the specified username
* Only used when a scheduled task is running
* @param bool $enhanced When true, return additional goal & ecommerce metrics
* @param null|string $pattern If specified, only the website which names (or site ID) match the pattern will be returned using SitesManager.getPatternMatchSites
* @param string|array<string> $showColumns If specified, only the requested columns will be fetched
*/
public function getAll(
string $period,
string $date,
?string $segment = null,
?string $_restrictSitesToLogin = null,
bool $enhanced = false,
?string $pattern = null,
$showColumns = []
): DataTableInterface {
Piwik::checkUserHasSomeViewAccess();
$idSites = $this->getSitesIdFromPattern($pattern, $_restrictSitesToLogin);
/**
* This event can be used to manipulate the sites being displayed on all websites dashboard.
*
* **Example**
*
* Piwik::addAction('MultiSites.filterSites', function (&$idSites) {
* $idSites = array_filter($idSites, function($idSite) {
* return $idSite !== 1
* });
* });
*
* @param array<int> &$idSites List of idSites that the current user would be allowed to see in all websites dashboard.
*/
Piwik::postEvent('MultiSites.filterSites', [&$idSites]);
if (!empty($showColumns) && is_string($showColumns)) {
$showColumns = explode(',', $showColumns);
}
if (!is_array($showColumns)) {
$showColumns = [];
}
if (empty($idSites)) {
return new DataTable();
}
return $this->buildDataTable(
$idSites,
$period,
$date,
$segment,
$_restrictSitesToLogin,
$enhanced,
$multipleWebsitesRequested = true,
$showColumns
);
}
/**
* Fetches the list of sites which names match the string pattern
*
* @return array<int>
*/
private function getSitesIdFromPattern(?string $pattern, ?string $_restrictSitesToLogin): array
{
if (empty($pattern)) {
/** @var Scheduler $scheduler */
$scheduler = StaticContainer::getContainer()->get('Piwik\Scheduler\Scheduler');
// Then, warm the cache with only the data we should have access to
if (
Piwik::hasUserSuperUserAccess()
// Hack: when this API function is called as a Scheduled Task, Super User status is enforced.
// This means this function would return ALL websites in all cases.
// Instead, we make sure that only the right set of data is returned
&& !$scheduler->isRunningTask()
) {
$sites = APISitesManager::getInstance()->getAllSites();
} else {
$sites = APISitesManager::getInstance()->getSitesWithAtLeastViewAccess($limit = false, $_restrictSitesToLogin);
}
} else {
/** @var array $sites */
$sites = Request::processRequest(
'SitesManager.getPatternMatchSites',
[
'pattern' => $pattern,
'limit' => SettingsPiwik::getWebsitesCountToDisplay(),
'format' => 'original',
],
[]
);
if (!empty($sites)) {
// cache sites for later usage
Site::setSitesFromArray($sites);
}
}
return array_column($sites, 'idsite');
}
/**
* Same as getAll but for a unique Matomo site
* @see \Piwik\Plugins\MultiSites\API::getAll()
*
* @param int $idSite Id of the Matomo site
* @param string $period The period type to get data for.
* @param string $date The date(s) to get data for.
* @param null|string $segment The segments to get data for.
* @param null|string $_restrictSitesToLogin Hack used to enforce we restrict the returned data to the specified username
* Only used when a scheduled task is running
* @param bool $enhanced When true, return additional goal & ecommerce metrics
*/
public function getOne(
int $idSite,
string $period,
string $date,
?string $segment = null,
?string $_restrictSitesToLogin = null,
bool $enhanced = false
): DataTableInterface {
Piwik::checkUserHasViewAccess($idSite);
$site = APISitesManager::getInstance()->getSiteFromId($idSite);
if (empty($site)) {
return new DataTable();
}
return $this->buildDataTable(
[$idSite],
$period,
$date,
$segment,
$_restrictSitesToLogin,
$enhanced,
$multipleWebsitesRequested = false,
$showColumns = []
);
}
/**
* @return array<string,mixed>
* @throws Exception
*/
public function getAllWithGroups(
?string $period = null,
?string $date = null,
?string $segment = null,
string $pattern = '',
int $filter_limit = 0
): array {
Piwik::checkUserHasSomeViewAccess();
if (Period::isMultiplePeriod($date, $period)) {
throw new Exception('Multiple periods are not supported');
}
$segment = $segment ?: false;
$request = $_GET + $_POST;
$dashboard = new Dashboard($period, $date, $segment);
if ($pattern !== '') {
$dashboard->search(strtolower($pattern));
}
$response = [
'numSites' => $dashboard->getNumSites(),
'totals' => $dashboard->getTotals(),
'lastDate' => $dashboard->getLastDate(),
'sites' => $dashboard->getSites($request, $filter_limit),
];
return $response;
}
private function buildDataTable(
array $idSites,
string $period,
string $date,
?string $segment,
?string $_restrictSitesToLogin,
bool $enhanced,
bool $multipleWebsitesRequested,
?array $showColumns
): DataTableInterface {
$archive = Archive::build(
$idSites,
$period,
$date,
$segment,
$_restrictSitesToLogin
);
// determine what data will be displayed
$fieldsToGet = [];
$columnNameRewrites = [];
$apiECommerceMetrics = [];
$apiMetrics = API::getApiMetrics($enhanced, $segment);
foreach ($apiMetrics as $metricName => $metricSettings) {
if (!empty($showColumns) && !in_array($metricName, $showColumns)) {
unset($apiMetrics[$metricName]);
continue;
}
$fieldsToGet[] = $metricSettings[self::METRIC_RECORD_NAME_KEY];
$columnNameRewrites[$metricSettings[self::METRIC_RECORD_NAME_KEY]] = $metricName;
if ($metricSettings[self::METRIC_IS_ECOMMERCE_KEY]) {
$apiECommerceMetrics[$metricName] = $metricSettings;
}
}
/** @var DataTable|Map $dataTable */
$dataTable = $archive->getDataTableFromNumericAndMergeChildren($fieldsToGet);
$this->populateLabel($dataTable);
// replace record names with user friendly metric names
$dataTable->filter('ReplaceColumnNames', [$columnNameRewrites]);
if (empty($segment)) {
$this->addAiChatbotsRequestsToHits($dataTable);
}
$totalMetrics = $this->preformatApiMetricsForTotalsCalculation($apiMetrics);
$this->setMetricsTotalsMetadata($dataTable, $totalMetrics);
// if the period isn't a range & a lastN/previousN date isn't used, we get the same
// data for the last period to show the evolution of visits/actions/revenue
[$strLastDate, $lastPeriod] = Range::getLastDate($date, $period);
if ($strLastDate !== false) {
if ($lastPeriod !== false) {
// NOTE: no easy way to set last period date metadata when range of dates is requested.
// will be easier if DataTable\Map::metadata is removed, and metadata that is
// put there is put directly in DataTable::metadata.
$dataTable->setMetadata(self::getLastPeriodMetadataName('date'), $lastPeriod);
}
$pastArchive = Archive::build($idSites, $period, $strLastDate, $segment, $_restrictSitesToLogin);
/** @var DataTable|Map $pastData */
$pastData = $pastArchive->getDataTableFromNumericAndMergeChildren($fieldsToGet);
$pastData->filter('ReplaceColumnNames', [$columnNameRewrites]);
$this->populateLabel($pastData); // labels are needed to calculate evolution
if (empty($segment)) {
$this->addAiChatbotsRequestsToHits($pastData);
}
$this->calculateEvolutionPercentages($dataTable, $pastData, $apiMetrics);
$this->setPreviousMetricsTotalsMetadata($dataTable, $pastData, $totalMetrics);
if ($dataTable instanceof DataTable) {
// needed for MultiSites\Dashboard
$dataTable->setMetadata('pastData', $pastData);
}
}
// move the site id to a metadata column
$dataTable->queueFilter('MetadataCallbackAddMetadata', [
'idsite', 'group', function ($idSite) {
if ($idSite == '-1') { // Others row might occur when `filter_truncate` API parameter is used
return '';
}
return Site::getGroupFor($idSite);
}, [],
]);
$dataTable->queueFilter('MetadataCallbackAddMetadata', [
'idsite', 'main_url', function ($idSite) {
if ($idSite == '-1') { // Others row might occur when `filter_truncate` API parameter is used
return '';
}
return Site::getMainUrlFor($idSite);
}, [],
]);
// set the label of each row to the site name
if ($multipleWebsitesRequested) {
$dataTable->queueFilter('ColumnCallbackReplace', [
'label', function ($idSite) {
if ($idSite == '-1') { // Others row might occur when `filter_truncate` API parameter is used
return Piwik::translate('General_Others');
}
return Site::getNameFor($idSite);
},
]);
} else {
$dataTable->queueFilter('ColumnDelete', ['label']);
}
// filter rows without visits
// note: if only one website is queried and there are no visits, we can not remove the row otherwise
// ResponseBuilder throws 'Call to a member function getColumns() on a non-object'
if (
$multipleWebsitesRequested
// We don't delete the 0 visits row, if "Enhanced" mode is on.
&& !$enhanced && (empty($showColumns) || in_array(self::NB_VISITS_METRIC, $showColumns))
) {
$dataTable->filter(
'ColumnCallbackDeleteRow',
[
self::NB_VISITS_METRIC,
function ($value) {
return $value == 0;
},
]
);
}
// Remove unnecessary row metadata already been used by any filters that needed them
$dataTable->queueFilter(function ($dataTable) {
$dataTable->deleteRowsMetadata(DataTable::ARCHIVED_DATE_METADATA_NAME);
$dataTable->deleteRowsMetadata(DataTable::ARCHIVE_STATE_METADATA_NAME);
$dataTable->deleteColumn('_metadata');
});
if ($multipleWebsitesRequested && $dataTable->getRowsCount() === 1 && $dataTable instanceof DataTable\Simple) {
$simpleTable = $dataTable;
$dataTable = $simpleTable->getEmptyClone();
$dataTable->addRow($simpleTable->getFirstRow());
unset($simpleTable);
}
return $dataTable;
}
/**
* Performs a binary filter of two
* DataTables in order to correctly calculate evolution metrics.
*
* @param DataTable|DataTable\Map $currentData
* @param DataTable|DataTable\Map $pastData
* @param array<string,array<string,string>> $apiMetrics The array of string fields to calculate evolution metrics for.
* @throws Exception
*/
private function calculateEvolutionPercentages(
DataTableInterface $currentData,
DataTableInterface $pastData,
array $apiMetrics
): void {
if (get_class($currentData) != get_class($pastData)) { // sanity check for regressions
throw new Exception(sprintf(
'Expected $pastData to be of type %1$s - got %2$s.',
get_class($currentData),
get_class($pastData)
));
}
if ($currentData instanceof DataTable\Map) {
$pastArray = $pastData->getDataTables();
foreach ($currentData->getDataTables() as $subTable) {
$this->calculateEvolutionPercentages($subTable, current($pastArray), $apiMetrics);
next($pastArray);
}
} else {
$extraProcessedMetrics = $currentData->getMetadata(DataTable::EXTRA_PROCESSED_METRICS_METADATA_NAME);
foreach ($apiMetrics as $metricSettings) {
$evolutionMetricClass = $this->isEcommerceEvolutionMetric($metricSettings)
? EcommerceOnlyEvolutionMetric::class
: EvolutionMetric::class;
$extraProcessedMetrics = is_array($extraProcessedMetrics) ? $extraProcessedMetrics : [];
$extraProcessedMetrics[] = new $evolutionMetricClass(
$metricSettings[self::METRIC_COL_NAME_KEY],
$pastData,
$metricSettings[self::METRIC_EVOLUTION_COL_NAME_KEY],
$quotientPrecision = 1,
$currentData
);
}
$currentData->setMetadata(DataTable::EXTRA_PROCESSED_METRICS_METADATA_NAME, $extraProcessedMetrics);
}
}
/**
* @ignore
*/
public static function getApiMetrics(bool $enhanced, ?string $segment = null): array
{
$metrics = self::$baseMetrics;
if (Common::isActionsPluginEnabled()) {
$metrics[self::NB_PAGEVIEWS_LABEL] = [
self::METRIC_TRANSLATION_KEY => 'General_ColumnPageviews',
self::METRIC_EVOLUTION_COL_NAME_KEY => 'pageviews_evolution',
self::METRIC_RECORD_NAME_KEY => self::NB_PAGEVIEWS_METRIC,
self::METRIC_COL_NAME_KEY => self::NB_PAGEVIEWS_LABEL,
self::METRIC_IS_ECOMMERCE_KEY => false,
];
$metrics[self::NB_HITS_LABEL] = [
self::METRIC_TRANSLATION_KEY => 'General_ColumnHits',
self::METRIC_EVOLUTION_COL_NAME_KEY => 'hits_evolution',
self::METRIC_RECORD_NAME_KEY => self::NB_HITS_METRIC,
self::METRIC_COL_NAME_KEY => self::NB_HITS_LABEL,
self::METRIC_IS_ECOMMERCE_KEY => false,
];
}
if (Manager::getInstance()->isPluginActivated('BotTracking') && empty($segment)) {
$metrics[self::AI_CHATBOTS_REQUESTS_LABEL] = [
self::METRIC_TRANSLATION_KEY => 'MultiSites_AiChatbotsRequests',
self::METRIC_EVOLUTION_COL_NAME_KEY => self::AI_CHATBOTS_REQUESTS_EVOLUTION_LABEL,
self::METRIC_RECORD_NAME_KEY => BotTrackingMetrics::METRIC_AI_CHATBOTS_REQUESTS,
self::METRIC_COL_NAME_KEY => self::AI_CHATBOTS_REQUESTS_LABEL,
self::METRIC_IS_ECOMMERCE_KEY => false,
];
}
if (Common::isGoalPluginEnabled()) {
// goal revenue metric
$metrics[self::GOAL_REVENUE_METRIC] = [
self::METRIC_TRANSLATION_KEY => 'General_ColumnRevenue',
self::METRIC_EVOLUTION_COL_NAME_KEY => self::GOAL_REVENUE_METRIC . '_evolution',
self::METRIC_RECORD_NAME_KEY => Archiver::getRecordName(self::GOAL_REVENUE_METRIC),
self::METRIC_COL_NAME_KEY => self::GOAL_REVENUE_METRIC,
self::METRIC_IS_ECOMMERCE_KEY => false,
];
if ($enhanced) {
// number of goal conversions metric
$metrics[self::GOAL_CONVERSION_METRIC] = [
self::METRIC_TRANSLATION_KEY => 'Goals_ColumnConversions',
self::METRIC_EVOLUTION_COL_NAME_KEY => self::GOAL_CONVERSION_METRIC . '_evolution',
self::METRIC_RECORD_NAME_KEY => Archiver::getRecordName(self::GOAL_CONVERSION_METRIC),
self::METRIC_COL_NAME_KEY => self::GOAL_CONVERSION_METRIC,
self::METRIC_IS_ECOMMERCE_KEY => false,
];
// number of orders
$metrics[self::ECOMMERCE_ORDERS_METRIC] = [
self::METRIC_TRANSLATION_KEY => 'General_EcommerceOrders',
self::METRIC_EVOLUTION_COL_NAME_KEY => self::ECOMMERCE_ORDERS_METRIC . '_evolution',
self::METRIC_RECORD_NAME_KEY => Archiver::getRecordName(self::GOAL_CONVERSION_METRIC, 0),
self::METRIC_COL_NAME_KEY => self::ECOMMERCE_ORDERS_METRIC,
self::METRIC_IS_ECOMMERCE_KEY => true,
];
// eCommerce revenue
$metrics[self::ECOMMERCE_REVENUE_METRIC] = [
self::METRIC_TRANSLATION_KEY => 'General_ProductRevenue',
self::METRIC_EVOLUTION_COL_NAME_KEY => self::ECOMMERCE_REVENUE_METRIC . '_evolution',
self::METRIC_RECORD_NAME_KEY => Archiver::getRecordName(self::GOAL_REVENUE_METRIC, 0),
self::METRIC_COL_NAME_KEY => self::ECOMMERCE_REVENUE_METRIC,
self::METRIC_IS_ECOMMERCE_KEY => true,
];
}
}
return $metrics;
}
private function preformatApiMetricsForTotalsCalculation(array $apiMetrics): array
{
$metrics = [];
foreach ($apiMetrics as $label => $metricsInfo) {
$totalMetadataName = self::getTotalMetadataName($label);
$metrics[$totalMetadataName] = $metricsInfo[self::METRIC_COL_NAME_KEY];
}
return $metrics;
}
/**
* Sets the total visits, actions & revenue for a DataTable returned by
* $this->buildDataTable.
*
* @param array<string,string> $apiMetrics Metrics info.
*/
private function setMetricsTotalsMetadata(DataTableInterface $dataTable, array $apiMetrics): void
{
$dataTable->filter(function (DataTable $dataTable) use ($apiMetrics) {
$totals = [];
foreach ($apiMetrics as $label => $recordName) {
$totals[$label] = 0;
}
$rows = $dataTable->getRows();
$rows = $this->filterRowsForTotalsCalculation($rows);
foreach ($rows as $row) {
foreach ($apiMetrics as $totalMetadataName => $recordName) {
$totals[$totalMetadataName] += $row->getColumn($recordName);
}
}
$dataTable->setMetadataValues($totals);
});
}
/**
* Sets the previous total visits, actions & revenue for a DataTable returned by
* $this->buildDataTable.
*
* @param DataTable|DataTable\Map $dataTable
* @param DataTable|DataTable\Map $pastData
* @param array<string,string> $apiMetrics Metrics info.
*/
private function setPreviousMetricsTotalsMetadata(
DataTableInterface $dataTable,
DataTableInterface $pastData,
array $apiMetrics
): void {
if ($dataTable instanceof DataTable\Map) {
$currentDataTables = $dataTable->getDataTables();
$pastDataTables = $pastData->getDataTables();
$currentLabels = array_keys($currentDataTables);
$pastLabels = array_keys($pastDataTables);
foreach ($currentLabels as $index => $label) {
$this->setPreviousMetricsTotalsMetadata(
$currentDataTables[$label],
$pastDataTables[$pastLabels[$index]],
$apiMetrics
);
}
} else {
$totals = [];
foreach ($apiMetrics as $label => $recordName) {
$label = 'previous_' . $label;
$totals[$label] = 0;
}
$rows = $pastData->getRows();
$rows = $this->filterRowsForTotalsCalculation($rows);
foreach ($rows as $row) {
foreach ($apiMetrics as $totalMetadataName => $recordName) {
$totalMetadataName = 'previous_' . $totalMetadataName;
$totals[$totalMetadataName] += $row->getColumn($recordName);
}
}
$dataTable->setMetadataValues($totals);
}
}
/**
* @param Row[] $rows
* @return Row[]
*/
private function filterRowsForTotalsCalculation(array $rows): array
{
/**
* Triggered to filter / restrict which rows should be included in the MultiSites (All Websites Dashboard)
* totals calculation
*
* **Example**
*
* public function filterMultiSitesRows(&$rows)
* {
* foreach ($rows as $index => $row) {
* if ($row->getColumn('label') === 5) {
* unset($rows[$index]); // remove idSite 5 from totals
* }
* }
* }
*
* @param Row[] &$rows An array containing rows, one row for each site. The label columns equals the idSite.
*/
Piwik::postEvent('MultiSites.filterRowsForTotalsCalculation', [&$rows]);
return $rows;
}
private static function getTotalMetadataName(string $name): string
{
return 'total_' . $name;
}
private static function getLastPeriodMetadataName(string $name): string
{
return 'last_period_' . $name;
}
/**
* @param DataTable|Map $table
*/
private function addAiChatbotsRequestsToHits(DataTableInterface $table): void
{
$table->filter(function (DataTable $dataTable) {
foreach ($dataTable->getRows() as $row) {
$hits = $row->getColumn(self::NB_HITS_LABEL);
$aiRequests = $row->getColumn(self::AI_CHATBOTS_REQUESTS_LABEL);
if (!is_numeric($hits) || !is_numeric($aiRequests)) {
continue;
}
$row->setColumn(self::NB_HITS_LABEL, $hits + $aiRequests);
}
});
}
private function populateLabel(DataTableInterface $dataTable): void
{
// ensure label column is set and always the first column
$dataTable->filter(function (DataTable $table) {
foreach ($table->getRowsWithoutSummaryRow() as $row) {
$row->setColumn('label', $row->getMetadata('idsite'));
$row->setColumns(array_merge(['label' => $row->getColumn('label')], $row->getColumns()));
}
});
}
private function isEcommerceEvolutionMetric(array $metricSettings): bool
{
return in_array($metricSettings[self::METRIC_EVOLUTION_COL_NAME_KEY], [
self::GOAL_REVENUE_METRIC . '_evolution',
self::ECOMMERCE_ORDERS_METRIC . '_evolution',
self::ECOMMERCE_REVENUE_METRIC . '_evolution',
]);
}
}
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