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Code Editor : RankingQuery.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;

/**
 * The ranking query class wraps an arbitrary SQL query with more SQL that limits
 * the number of results while aggregating the rest in an a new "Others" row. It also
 * allows for some more fancy things that can be configured via method calls of this
 * class. The advanced use cases are explained in the doc comments of the methods.
 *
 * The general use case looks like this:
 *
 *     // limit to 500 rows + "Others"
 *     $rankingQuery = new RankingQuery();
 *     $rankingQuery->setLimit(500);
 *
 *     // idaction_url will be "Others" in the row that contains the aggregated rest
 *     $rankingQuery->addLabelColumn('idaction_url');
 *
 *     // the actual query. it's important to sort it before the limit is applied
 *     $sql = 'SELECT idaction_url, COUNT(*) AS nb_hits
 *             FROM log_link_visit_action
 *             GROUP BY idaction_url
 *             ORDER BY nb_hits DESC';
 *
 *     // execute the query
 *     $rankingQuery->execute($sql);
 *
 * For more examples, see RankingQueryTest.php
 *
 * @api
 */
class RankingQuery
{
    // a special label used to mark the 'Others' row in a ranking query result set. this is mapped to the
    // datatable summary row during archiving.
    const LABEL_SUMMARY_ROW = '__mtm_ranking_query_others__';

/**
     * Contains the labels of the inner query.
     * Format: "label" => true (to make sure labels don't appear twice)
     * @var array
     */
    private $labelColumns = array();

/**
     * The columns of the inner query that are not labels
     * Format: "label" => "aggregation function" or false for no aggregation
     * @var array
     */
    private $additionalColumns = array();

/**
     * The limit for each group
     * @var int
     */
    private $limit = 5;

/**
     * The name of the columns that marks rows to be excluded from the limit
     * @var string
     */
    private $columnToMarkExcludedRows = false;

/**
     * The column that is used to partition the result
     * @var bool|string
     */
    private $partitionColumn = false;

/**
     * The possible values for the column $this->partitionColumn
     * @var array
     */
    private $partitionColumnValues = array();

/**
     * The value to use in the label of the 'Others' row.
     * @var string
     */
    private $othersLabelValue = self::LABEL_SUMMARY_ROW;

/**
     * Constructor.
     *
     * @param int|false $limit The result row limit. See {@link setLimit()}.
     */
    public function __construct($limit = false)
    {
        if ($limit !==false) {
            $this->setLimit($limit);
        }
    }

/**
     * Set the limit after which everything is grouped to "Others".
     *
     * @param int $limit
     */
    public function setLimit($limit)
    {
        $this->limit = $limit;
    }

/**
     * Set the value to use for the label in the 'Others' row.
     *
     * @param string $value
     */
    public function setOthersLabel($value)
    {
        $this->othersLabelValue = $value;
    }

/**
     * Add a label column.
     * Labels are the columns that are replaced with "Others" after the limit.
     *
     * @param string|array $labelColumn
     */
    public function addLabelColumn($labelColumn)
    {
        if (is_array($labelColumn)) {
            foreach ($labelColumn as $label) {
                $this->addLabelColumn($label);
            }
            return;
        }
        $this->labelColumns[$labelColumn] = true;
    }

/**
     * @return array
     */
    public function getLabelColumns()
    {
        return $this->labelColumns;
    }

/**
     * Add a column that has be added to the outer queries.
     *
     * @param $column
     * @param string|bool $aggregationFunction If set, this function is used to aggregate the values of "Others",
     *                                         eg, `'min'`, `'max'` or `'sum'`.
     */
    public function addColumn($column, $aggregationFunction = false)
    {
        if (is_array($column)) {
            foreach ($column as $c) {
                $this->addColumn($c, $aggregationFunction);
            }
            return;
        }
        $this->additionalColumns[$column] = $aggregationFunction;
    }

/**
     * Sets a column that will be used to filter the result into two categories.
     * Rows where this column has a value > 0 will be removed from the result and put
     * into another array. Both the result and the array of excluded rows are returned
     * by {@link execute()}.
     *
     * @param $column string Name of the column.
     * @throws Exception if method is used more than once.
     */
    public function setColumnToMarkExcludedRows($column)
    {
        if ($this->columnToMarkExcludedRows !== false) {
            throw new Exception("setColumnToMarkExcludedRows can only be used once");
        }

$this->columnToMarkExcludedRows = $column;
        $this->addColumn($this->columnToMarkExcludedRows);
    }

/**
     * This method can be used to partition the result based on the possible values of one
     * table column. This means the query will split the result set into other sets of rows
     * for each possible value you provide (where the rows of each set have a column value
     * that equals a possible value). Each of these new sets of rows will be individually
     * limited resulting in several limited result sets.
     *
     * For example, you can run a query aggregating some data on the log_action table and
     * partition by log_action.type with the possible values of {@link Piwik\Tracker\Action::TYPE_PAGE_URL},
     * {@link Piwik\Tracker\Action::TYPE_OUTLINK}, {@link Piwik\Tracker\Action::TYPE_DOWNLOAD}.
     * The result will be three separate result sets that are aggregated the same ways, but for rows
     * where `log_action.type = TYPE_OUTLINK`, for rows where `log_action.type = TYPE_ACTION_URL` and for
     * rows `log_action.type = TYPE_DOWNLOAD`.
     *
     * @param $partitionColumn string The column name to partition by.
     * @param $possibleValues Array of possible column values.
     * @throws Exception if method is used more than once.
     */
    public function partitionResultIntoMultipleGroups($partitionColumn, $possibleValues)
    {
        if ($this->partitionColumn !== false) {
            throw new Exception("partitionResultIntoMultipleGroups can only be used once");
        }

$this->partitionColumn = $partitionColumn;
        $this->partitionColumnValues = $possibleValues;
        $this->addColumn($partitionColumn);
    }

/**
     * Executes the query.
     * The object has to be configured first using the other methods.
     *
     * @param $innerQuery string  The "payload" query that does the actual data aggregation. The ordering
     *                            has to be specified in this query. {@link RankingQuery} cannot apply ordering
     *                            itself.
     * @param $bind array         Bindings for the inner query.
     * @param int $timeLimitInMs  Adds a MAX_EXECUTION_TIME query hint to the query if $timeLimitInMs > 0
     * @return array              The format depends on which methods have been used
     *                            to configure the ranking query.
     */
    public function execute($innerQuery, $bind = array(), $timeLimitInMs = 0)
    {
        $query = $this->generateRankingQuery($innerQuery);
        $query = DbHelper::addMaxExecutionTimeHintToQuery($query, $timeLimitInMs);

$data  = Db::getReader()->fetchAll($query, $bind);

if ($this->columnToMarkExcludedRows !== false) {
            // split the result into the regular result and the rows with special treatment
            $excludedFromLimit = array();
            $result = array();
            foreach ($data as &$row) {
                if ($row[$this->columnToMarkExcludedRows] != 0) {
                    $excludedFromLimit[] = $row;
                } else {
                    $result[] = $row;
                }
            }
            $data = array(
                'result'            => &$result,
                'excludedFromLimit' => &$excludedFromLimit
            );
        }

if ($this->partitionColumn !== false) {
            if ($this->columnToMarkExcludedRows !== false) {
                $data['result'] = $this->splitPartitions($data['result']);
            } else {
                $data = $this->splitPartitions($data);
            }
        }

return $data;
    }

private function splitPartitions(&$data)
    {
        $result = array();
        foreach ($data as &$row) {
            $partition = $row[$this->partitionColumn];
            if (!isset($result[$partition])) {
                $result[$partition] = array();
            }
            $result[$partition][] = & $row;
        }
        return $result;
    }

/**
     * Generate the SQL code that does the magic.
     * If you want to get the result, use execute() instead. If you want to run the query
     * yourself, use this method.
     *
     * @param $innerQuery string  The "payload" query that does the actual data aggregation. The ordering
     *                            has to be specified in this query. {@link RankingQuery} cannot apply ordering
     *                            itself.
     * @return string             The entire ranking query SQL.
     */
    public function generateRankingQuery($innerQuery)
    {
        // +1 to include "Others"
        $limit = $this->limit + 1;
        $counterExpression = $this->getCounterExpression($limit);

// generate select clauses for label columns
        $labelColumnsString = '`' . implode('`, `', array_keys($this->labelColumns)) . '`';
        $labelColumnsOthersSwitch = array();
        foreach ($this->labelColumns as $column => $true) {
            $labelColumnsOthersSwitch[] = "
				CASE
					WHEN counter = $limit THEN '" . $this->othersLabelValue . "'
					ELSE `$column`
				END AS `$column`
			";
        }
        $labelColumnsOthersSwitch = implode(', ', $labelColumnsOthersSwitch);

// generate select clauses for additional columns
        $additionalColumnsString = '';
        $additionalColumnsAggregatedString = '';
        foreach ($this->additionalColumns as $additionalColumn => $aggregation) {
            $additionalColumnsString .= ', `' . $additionalColumn . '`';
            if ($aggregation !== false) {
                $additionalColumnsAggregatedString .= ', ' . $aggregation . '(`' . $additionalColumn . '`) AS `' . $additionalColumn . '`';
            } else {
                $additionalColumnsAggregatedString .= ', `' . $additionalColumn . '`';
            }
        }

// initialize the counters
        if ($this->partitionColumn !== false) {
            $initCounter = '';
            foreach ($this->partitionColumnValues as $value) {
                $initCounter .= '( SELECT @counter' . intval($value) . ':=0 ) initCounter' . intval($value) . ', ';
            }
        } else {
            $initCounter = '( SELECT @counter:=0 ) initCounter,';
        }

// add a counter to the query
        // we rely on the sorting of the inner query
        $withCounter = "
			SELECT
				$labelColumnsString,
				$counterExpression AS counter
				$additionalColumnsString
			FROM
				$initCounter
				( $innerQuery ) actualQuery
		";

// group by the counter - this groups "Others" because the counter stops at $limit
        $groupBy = 'counter';
        if ($this->partitionColumn !== false) {
            $groupBy .= ', `' . $this->partitionColumn . '`';
        }
        $groupOthers = "
			SELECT
				$labelColumnsOthersSwitch
				$additionalColumnsAggregatedString
			FROM ( $withCounter ) AS withCounter
			GROUP BY $groupBy
		";
        return $groupOthers;
    }

private function getCounterExpression($limit)
    {
        $whens = array();

if ($this->columnToMarkExcludedRows !== false) {
            // when a row has been specified that marks which records should be excluded
            // from limiting, we don't give those rows the normal counter but -1 times the
            // value they had before. this way, they have a separate number space (i.e. negative
            // integers).
            $whens[] = "WHEN {$this->columnToMarkExcludedRows} != 0 THEN -1 * {$this->columnToMarkExcludedRows}";
        }

if ($this->partitionColumn !== false) {
            // partition: one counter per possible value
            foreach ($this->partitionColumnValues as $value) {
                $isValue = '`' . $this->partitionColumn . '` = ' . intval($value);
                $counter = '@counter' . intval($value);
                $whens[] = "WHEN $isValue AND $counter = $limit THEN $limit";
                $whens[] = "WHEN $isValue THEN $counter:=$counter+1";
            }
            $whens[] = "ELSE 0";
        } else {
            // no partitioning: add a single counter
            $whens[] = "WHEN @counter = $limit THEN $limit";
            $whens[] = "ELSE @counter:=@counter+1";
        }

return "
			CASE
				" . implode("
				", $whens) . "
			END
		";
    }
}

${this.title}

Code Editor : RankingQuery.php