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/**
* 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\Plugins\CustomVariables\RecordBuilders;
use Piwik\ArchiveProcessor;
use Piwik\ArchiveProcessor\Record;
use Piwik\ArchiveProcessor\RecordBuilder;
use Piwik\Config;
use Piwik\DataAccess\LogAggregator;
use Piwik\DataTable;
use Piwik\DbHelper;
use Piwik\Metrics;
use Piwik\Plugins\CustomVariables\API;
use Piwik\Plugins\CustomVariables\Archiver;
use Piwik\Plugins\CustomVariables\Model;
use Piwik\Tracker\GoalManager;
use Piwik\Version;
class CustomVariables extends RecordBuilder
{
public function __construct()
{
parent::__construct();
$this->maxRowsInTable = Config::getInstance()->General['datatable_archiving_maximum_rows_custom_variables']
?? Config::getInstance()->General['datatable_archiving_maximum_rows_custom_dimensions'];
$this->maxRowsInSubtable = Config::getInstance()->General['datatable_archiving_maximum_rows_subtable_custom_variables']
?? Config::getInstance()->General['datatable_archiving_maximum_rows_subtable_custom_dimensions'];
$this->columnToSortByBeforeTruncation = Metrics::INDEX_NB_VISITS;
$this->columnAggregationOps = ['slots' => 'uniquearraymerge'];
}
public function getRecordMetadata(ArchiveProcessor $archiveProcessor): array
{
return [
Record::make(Record::TYPE_BLOB, Archiver::CUSTOM_VARIABLE_RECORD_NAME),
];
}
protected function aggregate(ArchiveProcessor $archiveProcessor): array
{
$record = new DataTable();
$metadata = [];
$metadataFlat = [];
$logAggregator = $archiveProcessor->getLogAggregator();
$maxCustomVariables = \Piwik\Plugins\CustomVariables\CustomVariables::getNumUsableCustomVariables();
for ($i = 1; $i <= $maxCustomVariables; $i++) {
$this->aggregateCustomVariable($record, $metadata, $metadataFlat, $logAggregator, $i);
}
$this->removeVisitsMetricsFromActionsAggregate($record);
$record->filter(DataTable\Filter\EnrichRecordWithGoalMetricSums::class);
foreach ($record->getRows() as $row) {
$label = $row->getColumn('label');
if (!empty($metadata[$label])) {
foreach ($metadata[$label] as $name => $value) {
$row->addMetadata($name, $value);
}
}
}
return [Archiver::CUSTOM_VARIABLE_RECORD_NAME => $record];
}
protected function aggregateCustomVariable(DataTable $record, array &$metadata, array &$metadataFlat, LogAggregator $logAggregator, string $slot): void
{
$keyField = "custom_var_k" . $slot;
$valueField = "custom_var_v" . $slot;
$where = "%s.$keyField != ''";
$dimensions = array($keyField, $valueField);
$query = $logAggregator->queryVisitsByDimension($dimensions, $where);
$this->aggregateFromVisits($record, $metadata, $metadataFlat, $query, $keyField, $valueField);
// IF we query Custom Variables scope "page" either: Product SKU, Product Name,
// then we also query the "Product page view" price which was possibly recorded.
$additionalSelects = false;
// Before Matomo 4.0.0 ecommerce views were tracked in custom variables
// So if Matomo was installed before still try to archive it the old way, as old data might be archived
if (version_compare(DbHelper::getInstallVersion(), '4.0.0-b2', '<') && in_array($slot, array(3, 4, 5))) {
$additionalSelects = array($this->getSelectAveragePrice());
}
$query = $logAggregator->queryActionsByDimension($dimensions, $where, $additionalSelects);
$this->aggregateFromActions($record, $metadata, $metadataFlat, $query, $keyField, $valueField);
$query = version_compare(Version::VERSION, '5.2.0-b6', '>=')
? $logAggregator->queryConversionsByDimension($dimensions, $where, [], [], false, false, true)
: $logAggregator->queryConversionsByDimension($dimensions, $where);
$this->aggregateFromConversions($record, $query, $keyField, $valueField);
}
protected function getSelectAveragePrice()
{
$field = "custom_var_v2";
return LogAggregator::getSqlRevenue("AVG(log_link_visit_action." . $field . ")") . " as `" . Metrics::INDEX_ECOMMERCE_ITEM_PRICE_VIEWED . "`";
}
protected function aggregateFromVisits(
DataTable $record,
array &$metadata,
array &$metadataFlat,
$query,
string $keyField,
string $valueField
): void {
while ($row = $query->fetch()) {
$key = $row[$keyField];
$value = $this->cleanCustomVarValue($row[$valueField]);
$this->addMetadata($metadata, $metadataFlat, $keyField, $key, Model::SCOPE_VISIT);
$columns = [
Metrics::INDEX_NB_UNIQ_VISITORS => $row[Metrics::INDEX_NB_UNIQ_VISITORS],
Metrics::INDEX_NB_VISITS => $row[Metrics::INDEX_NB_VISITS],
Metrics::INDEX_NB_ACTIONS => $row[Metrics::INDEX_NB_ACTIONS],
Metrics::INDEX_NB_USERS => $row[Metrics::INDEX_NB_USERS],
Metrics::INDEX_MAX_ACTIONS => $row[Metrics::INDEX_MAX_ACTIONS],
Metrics::INDEX_SUM_VISIT_LENGTH => $row[Metrics::INDEX_SUM_VISIT_LENGTH],
Metrics::INDEX_BOUNCE_COUNT => $row[Metrics::INDEX_BOUNCE_COUNT],
Metrics::INDEX_NB_VISITS_CONVERTED => $row[Metrics::INDEX_NB_VISITS_CONVERTED],
];
$existingRow = $record->getRowFromLabel($key);
// Edge case fail safe
if (
!empty($existingRow)
&& !$existingRow->hasColumn(Metrics::INDEX_NB_VISITS)
) {
continue;
}
// 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 (
!empty($existingRow)
&& !$existingRow->hasColumn(Metrics::INDEX_MAX_ACTIONS)
) {
$toZero = [
Metrics::INDEX_NB_USERS,
Metrics::INDEX_MAX_ACTIONS,
Metrics::INDEX_SUM_VISIT_LENGTH,
Metrics::INDEX_BOUNCE_COUNT,
Metrics::INDEX_NB_VISITS_CONVERTED,
];
foreach ($toZero as $metric) {
$existingRow->setColumn($metric, 0);
}
}
$topLevelRow = $record->sumRowWithLabel($key, $columns);
$topLevelRow->sumRowWithLabelToSubtable($value, $columns);
}
}
protected function cleanCustomVarValue($value)
{
if ($value !== null && strlen($value)) {
return $value;
}
return Archiver::LABEL_CUSTOM_VALUE_NOT_DEFINED;
}
protected function aggregateFromActions(
DataTable $record,
array &$metadata,
array &$metadataFlat,
$query,
string $keyField,
string $valueField
): void {
while ($row = $query->fetch()) {
$key = $row[$keyField];
$value = $this->cleanCustomVarValue($row[$valueField]);
$this->addMetadata($metadata, $metadataFlat, $keyField, $key, Model::SCOPE_PAGE);
$alreadyAggregated = $this->aggregateEcommerceCategories($record, $key, $value, $row);
if (!$alreadyAggregated) {
$this->aggregateActionByKeyAndValue($record, $key, $value, $row);
$columns = [
Metrics::INDEX_NB_UNIQ_VISITORS => $row[Metrics::INDEX_NB_UNIQ_VISITORS],
Metrics::INDEX_NB_VISITS => $row[Metrics::INDEX_NB_VISITS],
Metrics::INDEX_NB_ACTIONS => $row[Metrics::INDEX_NB_ACTIONS],
];
$record->sumRowWithLabel($key, $columns);
}
}
}
private function addMetadata(array &$metadata, array &$metadataFlat, string $keyField, string $label, string $scope): void
{
$index = (int) str_replace('custom_var_k', '', $keyField);
if (!array_key_exists($label, $metadata)) {
$metadata[$label] = array('slots' => array());
}
$uniqueId = $label . 'scope' . $scope . 'index' . $index;
if (!isset($metadataFlat[$uniqueId])) {
$metadata[$label]['slots'][] = array('scope' => $scope, 'index' => $index);
$metadataFlat[$uniqueId] = true;
}
}
/**
* @param string $key
* @param string $value
* @param $row
* @return bool True if the $row metrics were already added to the ->metrics
*/
protected function aggregateEcommerceCategories(DataTable $record, string $key, string $value, array $row): bool
{
$ecommerceCategoriesAggregated = false;
if (
$key == '_pkc'
&& $value[0] == '[' && $value[1] == '"'
) {
// In case categories were truncated, try closing the array
if (substr($value, -2) != '"]') {
$value .= '"]';
}
$decoded = json_decode($value);
if (is_array($decoded)) {
$count = 0;
foreach ($decoded as $category) {
if (
empty($category)
|| $count >= GoalManager::MAXIMUM_PRODUCT_CATEGORIES
) {
continue;
}
$this->aggregateActionByKeyAndValue($record, $key, $category, $row);
$ecommerceCategoriesAggregated = true;
$count++;
}
}
}
return $ecommerceCategoriesAggregated;
}
protected function aggregateActionByKeyAndValue(DataTable $record, string $key, string $value, array $row): void
{
$columns = [
Metrics::INDEX_NB_UNIQ_VISITORS => $row[Metrics::INDEX_NB_UNIQ_VISITORS],
Metrics::INDEX_NB_VISITS => $row[Metrics::INDEX_NB_VISITS],
Metrics::INDEX_NB_ACTIONS => $row[Metrics::INDEX_NB_ACTIONS],
];
$toplevelRow = $record->sumRowWithLabel($key, []);
// Edge case fail safe
$subtable = $toplevelRow->getSubtable();
$existingRow = !empty($subtable) ? $subtable->getRowFromLabel($value) : null;
if (
!empty($existingRow)
&& !$existingRow->hasColumn(Metrics::INDEX_NB_VISITS)
) {
return;
}
$subtableRow = $toplevelRow->sumRowWithLabelToSubtable($value, $columns);
if ($this->isReservedKey($key)) {
// Price tracking on Ecommerce product/category pages:
// the average is returned from the SQL query so the price is not "summed" like other metrics
$index = Metrics::INDEX_ECOMMERCE_ITEM_PRICE_VIEWED;
if (!empty($row[$index])) {
$subtableRow->setColumn($index, (float)$row[$index]);
}
}
}
protected static function isReservedKey($key)
{
return in_array($key, API::getReservedCustomVariableKeys());
}
protected function aggregateFromConversions(DataTable $record, $query, string $keyField, string $valueField): void
{
if ($query === false) {
return;
}
while ($row = $query->fetch()) {
$key = $row[$keyField];
$value = $this->cleanCustomVarValue($row[$valueField]);
$idGoal = (int) $row['idgoal'];
$columns = [
Metrics::INDEX_GOALS => [
$idGoal => Metrics::makeGoalColumnsRow($idGoal, $row),
],
];
$topLevelRow = $record->sumRowWithLabel($key, $columns);
$topLevelRow->sumRowWithLabelToSubtable($value, $columns);
}
}
/**
* Delete Visit, Unique Visitor and Users metric from 'page' scope custom variables.
*
* - Custom variables of 'visit' scope: it is expected that these ones have the "visit" column set.
* - Custom variables of 'page' scope: we cannot process "Visits" count for these.
* Why?
* "Actions" column is processed with a SELECT count(*).
* A same visit can set the same custom variable of 'page' scope multiple times.
* We cannot sum the values of count(*) as it would be incorrect.
* The way we could process "Visits" Metric for 'page' scope variable is to issue a count(Distinct *) or so,
* but it is no implemented yet (this would likely be very slow for high traffic sites).
*
*/
protected function removeVisitsMetricsFromActionsAggregate(DataTable $record): void
{
foreach ($record->getRows() as $row) {
$label = $row->getColumn('label');
if (
!self::isReservedKey($label)
&& $this->isActionsRow($row)
) {
$row->deleteColumn(Metrics::INDEX_NB_UNIQ_VISITORS);
$row->deleteColumn(Metrics::INDEX_NB_VISITS);
$row->deleteColumn(Metrics::INDEX_NB_USERS);
}
}
}
private function isActionsRow(DataTable\Row $row): bool
{
return count($row->getColumns()) == 4 && $row->hasColumn(Metrics::INDEX_NB_ACTIONS);
}
}
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