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<?php
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/**
* Piwik - free/libre analytics platform
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*
* @link http://piwik.org
* @license http://www.gnu.org/licenses/gpl-3.0.html GPL v3 or later
*
*/
namespace Piwik\Plugins\API;
use Exception;
use Piwik\API\Request;
use Piwik\Archive\DataTableFactory;
use Piwik\CacheId;
use Piwik\Cache as PiwikCache;
use Piwik\DataTable\Row;
use Piwik\DataTable\Simple;
use Piwik\Date;
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use Piwik\Metrics;
use Piwik\Metrics\Formatter;
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use Piwik\Plugin\ReportsProvider;
use Piwik\Timer;
use Piwik\Url;
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class ProcessedReport
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{
/**
* @var ReportsProvider
*/
private $reportsProvider;
public function __construct(ReportsProvider $reportsProvider)
{
$this->reportsProvider = $reportsProvider;
}
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/**
* Loads reports metadata, then return the requested one,
* matching optional API parameters.
*/
public function getMetadata($idSite, $apiModule, $apiAction, $apiParameters = array(), $language = false,
$period = false, $date = false, $hideMetricsDoc = false, $showSubtableReports = false)
{
$reportsMetadata = $this->getReportMetadata($idSite, $period, $date, $hideMetricsDoc, $showSubtableReports);
foreach ($reportsMetadata as $report) {
// See ArchiveProcessor/Aggregator.php - unique visitors are not processed for period != day
// todo: should use SettingsPiwik::isUniqueVisitorsEnabled instead
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if (($period && $period != 'day') && !($apiModule == 'VisitsSummary' && $apiAction == 'get')) {
unset($report['metrics']['nb_uniq_visitors']);
unset($report['metrics']['nb_users']);
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}
if ($report['module'] == $apiModule
&& $report['action'] == $apiAction
) {
// No custom parameters
if (empty($apiParameters)
&& empty($report['parameters'])
) {
return array($report);
}
if (empty($report['parameters'])) {
continue;
}
$diff = array_diff($report['parameters'], $apiParameters);
if (empty($diff)) {
return array($report);
}
}
}
return false;
}
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/**
* Verfies whether the given report exists for the given site.
*
* @param int $idSite
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* @param string $apiMethodUniqueId For example 'MultiSites_getAll'
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*
* @return bool
*/
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public function isValidReportForSite($idSite, $apiMethodUniqueId)
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{
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$report = $this->getReportMetadataByUniqueId($idSite, $apiMethodUniqueId);
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return !empty($report);
}
/**
* Verfies whether the given metric belongs to the given report.
*
* @param int $idSite
* @param string $metric For example 'nb_visits'
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* @param string $apiMethodUniqueId For example 'MultiSites_getAll'
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*
* @return bool
*/
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public function isValidMetricForReport($metric, $idSite, $apiMethodUniqueId)
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{
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$translation = $this->translateMetric($metric, $idSite, $apiMethodUniqueId);
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return !empty($translation);
}
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public function getReportMetadataByUniqueId($idSite, $apiMethodUniqueId)
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{
$metadata = $this->getReportMetadata($idSite);
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foreach ($metadata as $report) {
if ($report['uniqueId'] == $apiMethodUniqueId) {
return $report;
}
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}
}
/**
* Translates the given metric in case the report exists and in case the metric acutally belongs to the report.
*
* @param string $metric For example 'nb_visits'
* @param int $idSite
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* @param string $apiMethodUniqueId For example 'MultiSites_getAll'
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*
* @return null|string
*/
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public function translateMetric($metric, $idSite, $apiMethodUniqueId)
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{
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$report = $this->getReportMetadataByUniqueId($idSite, $apiMethodUniqueId);
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if (empty($report)) {
return;
}
$properties = array('metrics', 'processedMetrics', 'processedMetricsGoal');
foreach ($properties as $prop) {
if (!empty($report[$prop]) && is_array($report[$prop]) && array_key_exists($metric, $report[$prop])) {
return $report[$prop][$metric];
}
}
}
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/**
* Triggers a hook to ask plugins for available Reports.
* Returns metadata information about each report (category, name, dimension, metrics, etc.)
*
* @param bool|Date $date
* @param bool $hideMetricsDoc
* @param bool $showSubtableReports
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* @return array
*/
public function getReportMetadata($idSite, $period = false, $date = false, $hideMetricsDoc = false, $showSubtableReports = false)
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{
Piwik::checkUserHasViewAccess($idSite);
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// as they cache key contains a lot of information there would be an even better cache result by caching parts of
// this huge method separately but that makes it also more complicated. leaving it like this for now.
$key = $this->buildReportMetadataCacheKey($idSite, $period, $date, $hideMetricsDoc, $showSubtableReports);
$key = CacheId::pluginAware($key);
$cache = PiwikCache::getTransientCache();
if ($cache->contains($key)) {
return $cache->fetch($key);
}
$parameters = array('idSite' => $idSite, 'period' => $period, 'date' => $date);
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$availableReports = array();
foreach ($this->reportsProvider->getAllReports() as $report) {
$report->configureReportMetadata($availableReports, $parameters);
}
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foreach ($availableReports as &$availableReport) {
if ($hideMetricsDoc) {
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unset($availableReport['metricsDocumentation']);
}
}
* Triggered after all available reports are collected.
* This event can be used to modify the report metadata of reports in other plugins. You
* could, for example, add custom metrics to every report or remove reports from the list
* of available reports.
* @param array &$availableReports List of all report metadata. Read the {@hook API.getReportMetadata}
* docs to see what this array contains.
* @param array $parameters Contains the values of the sites and period we are
* getting reports for. Some report depend on this data.
* For example, Goals reports depend on the site IDs being
* request. Contains the following information:
* - **idSites**: The array of site IDs we are getting reports for.
* - **period**: The period type, eg, `'day'`, `'week'`, `'month'`,
* `'year'`, `'range'`.
* - **date**: A string date within the period or a date range, eg,
* `'2013-01-01'` or `'2012-01-01,2013-01-01'`.
Piwik::postEvent('API.getReportMetadata.end', array(&$availableReports, $parameters));
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// Sort results to ensure consistent order
usort($availableReports, array($this, 'sortReports'));
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$knownMetrics = array_merge(Metrics::getDefaultMetrics(), Metrics::getDefaultProcessedMetrics());
$columnsToKeep = $this->getColumnsToKeep();
$columnsToRemove = $this->getColumnsToRemove();
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foreach ($availableReports as &$availableReport) {
$availableReport['category'] = Piwik::translate($availableReport['category']);
$availableReport['subcategory'] = Piwik::translate($availableReport['subcategory']);
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// Ensure all metrics have a translation
$metrics = $availableReport['metrics'];
$cleanedMetrics = array();
// TODO we can remove this once we remove the getReportMetadata event, leaving it here for backwards compatibility
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foreach ($metrics as $metricId => $metricTranslation) {
// When simply the column name was given, ie 'metric' => array( 'nb_visits' )
// $metricTranslation is in this case nb_visits. We look for a known translation.
if (is_numeric($metricId)
&& isset($knownMetrics[$metricTranslation])
) {
$metricId = $metricTranslation;
$metricTranslation = $knownMetrics[$metricTranslation];
}
$cleanedMetrics[$metricId] = $metricTranslation;
}
$availableReport['metrics'] = $cleanedMetrics;
// if hide/show columns specified, hide/show metrics & docs
$availableReport['metrics'] = $this->hideShowMetricsWithParams($availableReport['metrics'], $columnsToRemove, $columnsToKeep);
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if (isset($availableReport['processedMetrics'])) {
$availableReport['processedMetrics'] = $this->hideShowMetricsWithParams($availableReport['processedMetrics'], $columnsToRemove, $columnsToKeep);
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}
if (isset($availableReport['metricsDocumentation'])) {
$availableReport['metricsDocumentation'] =
$this->hideShowMetricsWithParams($availableReport['metricsDocumentation'], $columnsToRemove, $columnsToKeep);
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}
// Remove array elements that are false (to clean up API output)
foreach ($availableReport as $attributeName => $attributeValue) {
if (empty($attributeValue)) {
unset($availableReport[$attributeName]);
}
}
// when there are per goal metrics, don't display conversion_rate since it can differ from per goal sum
// TODO we should remove this once we remove the getReportMetadata event, leaving it here for backwards compatibility
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if (isset($availableReport['metricsGoal'])) {
unset($availableReport['processedMetrics']['conversion_rate']);
unset($availableReport['metricsGoal']['conversion_rate']);
}
// Processing a uniqueId for each report,
// can be used by UIs as a key to match a given report
$uniqueId = $availableReport['module'] . '_' . $availableReport['action'];
if (!empty($availableReport['parameters'])) {
foreach ($availableReport['parameters'] as $key => $value) {
$uniqueId .= '_' . $key . '--' . $value;
}
}
$availableReport['uniqueId'] = $uniqueId;
// Order is used to order reports internally, but not meant to be used outside
unset($availableReport['order']);
}
// remove subtable reports
if (!$showSubtableReports) {
foreach ($availableReports as $idx => $report) {
if (isset($report['isSubtableReport']) && $report['isSubtableReport']) {
unset($availableReports[$idx]);
}
}
}
$actualReports = array_values($availableReports);
$cache->save($key, $actualReports);
return $actualReports; // make sure array has contiguous key values
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}
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/**
* API metadata are sorted by category/name,
* with a little tweak to replicate the standard Piwik category ordering
*
* @param array $a
* @param array $b
* @return int
*/
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{
return $this->reportsProvider->compareCategories($a['category'], $a['subcategory'], $a['order'], $b['category'], $b['subcategory'], $b['order']);
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}
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public function getProcessedReport($idSite, $period, $date, $apiModule, $apiAction, $segment = false,
$apiParameters = false, $idGoal = false, $language = false,
$showTimer = true, $hideMetricsDoc = false, $idSubtable = false, $showRawMetrics = false,
$formatMetrics = null, $idDimension = false)
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{
$timer = new Timer();
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if (empty($apiParameters)) {
$apiParameters = array();
}
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if (!empty($idGoal)
&& empty($apiParameters['idGoal'])
) {
$apiParameters['idGoal'] = $idGoal;
}
if (!empty($idDimension)
&& empty($apiParameters['idDimension'])
) {
$apiParameters['idDimension'] = (int) $idDimension;
}
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// Is this report found in the Metadata available reports?
$reportMetadata = $this->getMetadata($idSite, $apiModule, $apiAction, $apiParameters, $language,
$period, $date, $hideMetricsDoc, $showSubtableReports = true);
if (empty($reportMetadata)) {
throw new Exception("Requested report $apiModule.$apiAction for Website id=$idSite not found in the list of available reports. \n");
}
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$reportMetadata = reset($reportMetadata);
// Generate Api call URL passing custom parameters
$parameters = array_merge($apiParameters, array(
'method' => $apiModule . '.' . $apiAction,
'idSite' => $idSite,
'period' => $period,
'date' => $date,
'format' => 'original',
'serialize' => '0',
'language' => $language,
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));
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if (!empty($segment)) $parameters['segment'] = $segment;
if (!empty($reportMetadata['processedMetrics'])
&& !empty($reportMetadata['metrics']['nb_visits'])
&& @$reportMetadata['category'] != Piwik::translate('Goals_Ecommerce')
&& $apiModule !== 'MultiSites'
$deleteRowsWithNoVisits = empty($reportMetadata['constantRowsCount']) ? '1' : '0';
$parameters['filter_add_columns_when_show_all_columns'] = $deleteRowsWithNoVisits;
$url = Url::getQueryStringFromParameters($parameters);
$request = new Request($url);
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try {
/** @var DataTable */
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$dataTable = $request->process();
} catch (Exception $e) {
throw new Exception("API returned an error: " . $e->getMessage() . " at " . basename($e->getFile()) . ":" . $e->getLine() . "\n");
}
list($newReport, $columns, $rowsMetadata, $totals) = $this->handleTableReport($idSite, $dataTable, $reportMetadata, $showRawMetrics, $formatMetrics);
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$name = ucfirst($name);
}
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$period = Period\Factory::build($period, $date);
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$period = $period->getLocalizedLongString();
$return = array(
'website' => $website->getName(),
'prettyDate' => $period,
'metadata' => $reportMetadata,
'columns' => $columns,
'reportData' => $newReport,
'reportMetadata' => $rowsMetadata,
'reportTotal' => $totals
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);
if ($showTimer) {
$return['timerMillis'] = $timer->getTimeMs(0);
}
return $return;
}
/**
* Enhance a $dataTable using metadata :
*
* - remove metrics based on $reportMetadata['metrics']
* - add 0 valued metrics if $dataTable doesn't provide all $reportMetadata['metrics']
* - format metric values to a 'human readable' format
* - extract row metadata to a separate Simple|Set : $rowsMetadata
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* - translate metric names to a separate array : $columns
*
* @param int $idSite enables monetary value formatting based on site currency
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* @param array $reportMetadata
* @param bool|null $formatMetrics
* @return array Simple|Set $newReport with human readable format & array $columns list of translated column names & Simple|Set $rowsMetadata
private function handleTableReport($idSite, $dataTable, &$reportMetadata, $showRawMetrics = false, $formatMetrics = null)
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{
$hasDimension = isset($reportMetadata['dimension']);
$columns = @$reportMetadata['metrics'] ?: array();
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if ($hasDimension) {
$columns = array_merge(
array('label' => $reportMetadata['dimension']),
$columns
);
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if (isset($reportMetadata['processedMetrics']) && is_array($reportMetadata['processedMetrics'])) {
$processedMetricsAdded = Metrics::getDefaultProcessedMetrics();
foreach ($reportMetadata['processedMetrics'] as $processedMetricId => $processedMetricTranslation) {
// this processed metric can be displayed for this report
if ($processedMetricTranslation && $processedMetricId !== $processedMetricTranslation) {
$columns[$processedMetricId] = $processedMetricTranslation;
} elseif (isset($processedMetricsAdded[$processedMetricId])) {
// for instance in case 'nb_visits' => 'nb_visits' we will translate it
$columns[$processedMetricId] = $processedMetricsAdded[$processedMetricId];
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}
}
}
// Display the global Goal metrics
if (isset($reportMetadata['metricsGoal'])) {
$metricsGoalDisplay = array('revenue');
// Add processed metrics to be displayed for this report
foreach ($metricsGoalDisplay as $goalMetricId) {
if (isset($reportMetadata['metricsGoal'][$goalMetricId])) {
$columns[$goalMetricId] = $reportMetadata['metricsGoal'][$goalMetricId];
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}
}
}
$columns = $this->hideShowMetrics($columns);
$totals = array();
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// $dataTable is an instance of Set when multiple periods requested
if ($dataTable instanceof DataTable\Map) {
// Need a new Set to store the 'human readable' values
$newReport = new DataTable\Map();
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$newReport->setKeyName("prettyDate");
// Need a new Set to store report metadata
$rowsMetadata = new DataTable\Map();
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$rowsMetadata->setKeyName("prettyDate");
// Process each Simple entry
foreach ($dataTable->getDataTables() as $simpleDataTable) {
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$this->removeEmptyColumns($columns, $reportMetadata, $simpleDataTable);
list($enhancedSimpleDataTable, $rowMetadata) = $this->handleSimpleDataTable($idSite, $simpleDataTable, $columns, $hasDimension, $showRawMetrics, $formatMetrics);
$enhancedSimpleDataTable->setAllTableMetadata($simpleDataTable->getAllTableMetadata());
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$period = $simpleDataTable->getMetadata(DataTableFactory::TABLE_METADATA_PERIOD_INDEX)->getLocalizedLongString();
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$newReport->addTable($enhancedSimpleDataTable, $period);
$rowsMetadata->addTable($rowMetadata, $period);
$totals = $this->aggregateReportTotalValues($simpleDataTable, $totals);
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}
} else {
$this->removeEmptyColumns($columns, $reportMetadata, $dataTable);
list($newReport, $rowsMetadata) = $this->handleSimpleDataTable($idSite, $dataTable, $columns, $hasDimension, $showRawMetrics, $formatMetrics);
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$totals = $this->aggregateReportTotalValues($dataTable, $totals);
}
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return array(
$newReport,
$columns,
$rowsMetadata,
$totals
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);
}
/**
* Removes metrics from the list of columns and the report meta data if they are marked empty
* in the data table meta data.
*/
private function removeEmptyColumns(&$columns, &$reportMetadata, $dataTable)
{
$emptyColumns = $dataTable->getMetadata(DataTable::EMPTY_COLUMNS_METADATA_NAME);
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if (!is_array($emptyColumns)) {
return;
}
$columnsToRemove = $this->getColumnsToRemove();
$columnsToKeep = $this->getColumnsToKeep();
$columns = $this->hideShowMetricsWithParams($columns, $columnsToRemove, $columnsToKeep, $emptyColumns);
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if (isset($reportMetadata['metrics'])) {
$reportMetadata['metrics'] = $this->hideShowMetricsWithParams($reportMetadata['metrics'], $columnsToRemove, $columnsToKeep, $emptyColumns);
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}
if (isset($reportMetadata['metricsDocumentation'])) {
$reportMetadata['metricsDocumentation'] = $this->hideShowMetricsWithParams($reportMetadata['metricsDocumentation'], $columnsToRemove, $columnsToKeep, $emptyColumns);
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}
}
/**
* Removes column names from an array based on the values in the hideColumns,
* showColumns query parameters. This is a hack that provides the ColumnDelete
* filter functionality in processed reports.
*
* @param array $columns List of metrics shown in a processed report.
* @param array $emptyColumns Empty columns from the data table meta data.
* @return array Filtered list of metrics.
*/
private function hideShowMetrics($columns, $emptyColumns = array())
{
if (!is_array($columns)) {
return $columns;
}
// remove columns if hideColumns query parameters exist
$columnsToRemove = $this->getColumnsToRemove();
// remove columns if showColumns query parameters exist
$columnsToKeep = $this->getColumnsToKeep();
return $this->hideShowMetricsWithParams($columns, $columnsToRemove, $columnsToKeep, $emptyColumns);
}
private function hideShowMetricsWithParams($columns, $columnsToRemove, $columnsToKeep, $emptyColumns = array())
{
if (!is_array($columns)) {
return $columns;
}
if (null !== $columnsToRemove) {
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foreach ($columnsToRemove as $name) {
// if a column to remove is in the column list, remove it
if (isset($columns[$name])) {
unset($columns[$name]);
}
}
}
if (null !== $columnsToKeep) {
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foreach ($columns as $name => $ignore) {
// if the current column should not be kept, remove it
$idx = array_search($name, $columnsToKeep);
if ($idx === false) // if $name is not in $columnsToKeep
{
unset($columns[$name]);
}
}
}
// remove empty columns
if (is_array($emptyColumns)) {
foreach ($emptyColumns as $column) {
if (isset($columns[$column])) {
unset($columns[$column]);
}
}
}
return $columns;
}
/**
* Enhance $simpleDataTable using metadata :
*
* - remove metrics based on $reportMetadata['metrics']
* - add 0 valued metrics if $simpleDataTable doesn't provide all $reportMetadata['metrics']
* - format metric values to a 'human readable' format
* - extract row metadata to a separate Simple $rowsMetadata
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*
* @param int $idSite enables monetary value formatting based on site currency
* @param Simple $simpleDataTable
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* @param array $metadataColumns
* @param boolean $hasDimension
* @param bool $returnRawMetrics If set to true, the original metrics will be returned
* @param bool|null $formatMetrics
* @return array DataTable $enhancedDataTable filtered metrics with human readable format & Simple $rowsMetadata
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*/
private function handleSimpleDataTable($idSite, $simpleDataTable, $metadataColumns, $hasDimension, $returnRawMetrics = false, $formatMetrics = null)
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{
// new DataTable to store metadata
$rowsMetadata = new DataTable();
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// new DataTable to store 'human readable' values
if ($hasDimension) {
$enhancedDataTable = new DataTable();
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} else {
$enhancedDataTable = new Simple();
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}
$formatter = new Formatter();
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foreach ($simpleDataTable->getRows() as $row) {
$rowMetrics = $row->getColumns();
// add missing metrics
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foreach ($metadataColumns as $id => $name) {
if (!isset($rowMetrics[$id])) {
$row->setColumn($id, 0);
$rowMetrics[$id] = 0;
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}
}
$enhancedRow = new Row();
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$enhancedDataTable->addRow($enhancedRow);
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foreach ($rowMetrics as $columnName => $columnValue) {
// filter metrics according to metadata definition
if (isset($metadataColumns[$columnName])) {
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// generate 'human readable' metric values
// if we handle MultiSites.getAll we do not always have the same idSite but different ones for
// each site, see https://github.com/piwik/piwik/issues/5006
$idSiteForRow = $idSite;
$idSiteMetadata = $row->getMetadata('idsite');
if ($idSiteMetadata && is_numeric($idSiteMetadata)) {
$idSiteForRow = (int) $idSiteMetadata;
}
// format metrics manually here to maintain API.getProcessedReport BC if format_metrics query parameter is
// not supplied. TODO: should be removed for 3.0. should only rely on format_metrics query parameter.
if ($formatMetrics === null
|| $formatMetrics == 'bc'
) {
$prettyValue = self::getPrettyValue($formatter, $idSiteForRow, $columnName, $columnValue, $htmlAllowed = false);
} else {
$prettyValue = $columnValue;
}
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$enhancedRow->addColumn($columnName, $prettyValue);
} // For example the Maps Widget requires the raw metrics to do advanced datavis
else if ($returnRawMetrics) {
if (!isset($columnValue)) {
$columnValue = 0;
}
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$enhancedRow->addColumn($columnName, $columnValue);
}
}
// If report has a dimension, extract metadata into a distinct DataTable
if ($hasDimension) {
$rowMetadata = $row->getMetadata();
$idSubDataTable = $row->getIdSubDataTable();
// Create a row metadata only if there are metadata to insert
if (count($rowMetadata) > 0 || !is_null($idSubDataTable)) {
$metadataRow = new Row();
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$rowsMetadata->addRow($metadataRow);
foreach ($rowMetadata as $metadataKey => $metadataValue) {
$metadataRow->addColumn($metadataKey, $metadataValue);
}
if (!is_null($idSubDataTable)) {
$metadataRow->addColumn('idsubdatatable', $idSubDataTable);
}
}
}
}
return array(
$enhancedDataTable,
$rowsMetadata
);
}
private function aggregateReportTotalValues($simpleDataTable, $totals)
{
$metadataTotals = $simpleDataTable->getMetadata('totals');
if (empty($metadataTotals)) {
return $totals;
}
$simpleTotals = $this->hideShowMetrics($metadataTotals);
foreach ($simpleTotals as $metric => $value) {
if (!array_key_exists($metric, $totals)) {
$totals[$metric] = $value;
} else {
$totals[$metric] += $value;
}
}
return $totals;
}
private function getColumnsToRemove()
{
$columnsToRemove = Common::getRequestVar('hideColumns', '');
if ($columnsToRemove != '') {
return explode(',', $columnsToRemove);
}
return null;
}
private function getColumnsToKeep()
{
$columnsToKeep = Common::getRequestVar('showColumns', '');
if ($columnsToKeep != '') {
$columnsToKeep = explode(',', $columnsToKeep);
$columnsToKeep[] = 'label';
return $columnsToKeep;
}
return null;
}
private function buildReportMetadataCacheKey($idSite, $period, $date, $hideMetricsDoc, $showSubtableReports)
{
if (isset($_GET) && isset($_POST) && is_array($_GET) && is_array($_POST)) {
$request = $_GET + $_POST;
} elseif (isset($_GET) && is_array($_GET)) {
$request = $_GET;
} elseif (isset($_POST) && is_array($_POST)) {
$request = $_POST;
} else {
$request = array();
}
$key = '';
foreach ($request as $k => $v) {
$key .= $k . $this->getImplodedArray($v) . ',';
} else {
$key .= $k . $v . ',';
}
}
$key .= $idSite . 'x' . ($period === false ? 0 : $period) . 'x' . ($date === false ? 0 : $date);
$key .= (int)$hideMetricsDoc . (int)$showSubtableReports . Piwik::getCurrentUserLogin();
return 'reportMetadata' . md5($key);
}
/**
* @param $v
* @return string
*/
private function getImplodedArray($v)
{
return implode(', ', array_map(function ($entry) {
if (is_array($entry)) {
return implode(":", $entry);
}
return $entry;
}, $v));
}
/**
* Prettifies a metric value based on the column name.
*
* @param int $idSite The ID of the site the metric is for (used if the column value is an amount of money).
* @param string $columnName The metric name.
* @param mixed $value The metric value.
* @param bool $isHtml If true, replaces all spaces with `' '`.
* @return string
*/
public static function getPrettyValue(Formatter $formatter, $idSite, $columnName, $value)
{
diosmosis
a validé
if (!is_numeric($value)) {
return $value;
}
// Display time in human readable
Timo Besenreuther
a validé
if (strpos($columnName, 'time_generation') !== false) {
return $formatter->getPrettyTimeFromSeconds($value, true);
}
if (strpos($columnName, 'time') !== false) {
return $formatter->getPrettyTimeFromSeconds($value);
}
// Add revenue symbol to revenues
diosmosis
a validé
$isMoneyMetric = strpos($columnName, 'revenue') !== false || strpos($columnName, 'price') !== false;
if ($isMoneyMetric && strpos($columnName, 'evolution') === false) {
return $formatter->getPrettyMoney($value, $idSite);
}
// Add % symbol to rates
if (strpos($columnName, '_rate') !== false) {
if (strpos($value, "%") === false) {
return $value . "%";
}
}
return $value;
}
}