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  • Bug fixes for general core bugs in 3.11.x will end 14 Nov 2022 (12 months plus 6 months extension).
  • Bug fixes for security issues in 3.11.x will end 13 Nov 2023 (18 months plus 12 months extension).
  • PHP version: minimum PHP 7.3.0 Note: minimum PHP version has increased since Moodle 3.10. PHP 7.4.x is supported too.
<?php

namespace PhpOffice\PhpSpreadsheet\Calculation;

class Database
{
    /**
     * fieldExtract.
     *
     * Extracts the column ID to use for the data field.
     *
     * @param mixed[] $database The range of cells that makes up the list or database.
     *                                        A database is a list of related data in which rows of related
     *                                        information are records, and columns of data are fields. The
     *                                        first row of the list contains labels for each column.
     * @param mixed $field Indicates which column is used in the function. Enter the
     *                                        column label enclosed between double quotation marks, such as
     *                                        "Age" or "Yield," or a number (without quotation marks) that
     *                                        represents the position of the column within the list: 1 for
     *                                        the first column, 2 for the second column, and so on.
     *
     * @return null|string
     */
    private static function fieldExtract($database, $field)
    {
        $field = strtoupper(Functions::flattenSingleValue($field));
        $fieldNames = array_map('strtoupper', array_shift($database));

        if (is_numeric($field)) {
            $keys = array_keys($fieldNames);

            return $keys[$field - 1];
        }
        $key = array_search($field, $fieldNames);

        return ($key) ? $key : null;
    }

    /**
     * filter.
     *
     * Parses the selection criteria, extracts the database rows that match those criteria, and
     * returns that subset of rows.
     *
     * @param mixed[] $database The range of cells that makes up the list or database.
     *                                        A database is a list of related data in which rows of related
     *                                        information are records, and columns of data are fields. The
     *                                        first row of the list contains labels for each column.
     * @param mixed[] $criteria The range of cells that contains the conditions you specify.
     *                                        You can use any range for the criteria argument, as long as it
     *                                        includes at least one column label and at least one cell below
     *                                        the column label in which you specify a condition for the
     *                                        column.
     *
     * @return array of mixed
     */
    private static function filter($database, $criteria)
    {
        $fieldNames = array_shift($database);
        $criteriaNames = array_shift($criteria);

        //    Convert the criteria into a set of AND/OR conditions with [:placeholders]
        $testConditions = $testValues = [];
        $testConditionsCount = 0;
        foreach ($criteriaNames as $key => $criteriaName) {
            $testCondition = [];
            $testConditionCount = 0;
            foreach ($criteria as $row => $criterion) {
                if ($criterion[$key] > '') {
                    $testCondition[] = '[:' . $criteriaName . ']' . Functions::ifCondition($criterion[$key]);
                    ++$testConditionCount;
                }
            }
            if ($testConditionCount > 1) {
                $testConditions[] = 'OR(' . implode(',', $testCondition) . ')';
                ++$testConditionsCount;
            } elseif ($testConditionCount == 1) {
                $testConditions[] = $testCondition[0];
                ++$testConditionsCount;
            }
        }

        if ($testConditionsCount > 1) {
            $testConditionSet = 'AND(' . implode(',', $testConditions) . ')';
        } elseif ($testConditionsCount == 1) {
            $testConditionSet = $testConditions[0];
        }

        //    Loop through each row of the database
        foreach ($database as $dataRow => $dataValues) {
            //    Substitute actual values from the database row for our [:placeholders]
            $testConditionList = $testConditionSet;
            foreach ($criteriaNames as $key => $criteriaName) {
                $k = array_search($criteriaName, $fieldNames);
                if (isset($dataValues[$k])) {
                    $dataValue = $dataValues[$k];
                    $dataValue = (is_string($dataValue)) ? Calculation::wrapResult(strtoupper($dataValue)) : $dataValue;
                    $testConditionList = str_replace('[:' . $criteriaName . ']', $dataValue, $testConditionList);
                }
            }
            //    evaluate the criteria against the row data
            $result = Calculation::getInstance()->_calculateFormulaValue('=' . $testConditionList);
            //    If the row failed to meet the criteria, remove it from the database
            if (!$result) {
                unset($database[$dataRow]);
            }
        }

        return $database;
    }

    private static function getFilteredColumn($database, $field, $criteria)
    {
        //    reduce the database to a set of rows that match all the criteria
        $database = self::filter($database, $criteria);
        //    extract an array of values for the requested column
        $colData = [];
        foreach ($database as $row) {
            $colData[] = $row[$field];
        }

        return $colData;
    }

    /**
     * DAVERAGE.
     *
     * Averages the values in a column of a list or database that match conditions you specify.
     *
     * Excel Function:
     *        DAVERAGE(database,field,criteria)
     *
< * @category Database Functions < *
* @param mixed[] $database The range of cells that makes up the list or database. * A database is a list of related data in which rows of related * information are records, and columns of data are fields. The * first row of the list contains labels for each column. * @param int|string $field Indicates which column is used in the function. Enter the * column label enclosed between double quotation marks, such as * "Age" or "Yield," or a number (without quotation marks) that * represents the position of the column within the list: 1 for * the first column, 2 for the second column, and so on. * @param mixed[] $criteria The range of cells that contains the conditions you specify. * You can use any range for the criteria argument, as long as it * includes at least one column label and at least one cell below * the column label in which you specify a condition for the * column. * * @return float|string */ public static function DAVERAGE($database, $field, $criteria) { $field = self::fieldExtract($database, $field); if ($field === null) { return null; } // Return return Statistical::AVERAGE( self::getFilteredColumn($database, $field, $criteria) ); } /** * DCOUNT. * * Counts the cells that contain numbers in a column of a list or database that match conditions * that you specify. * * Excel Function: * DCOUNT(database,[field],criteria) * * Excel Function: * DAVERAGE(database,field,criteria) *
< * @category Database Functions < *
* @param mixed[] $database The range of cells that makes up the list or database. * A database is a list of related data in which rows of related * information are records, and columns of data are fields. The * first row of the list contains labels for each column. * @param int|string $field Indicates which column is used in the function. Enter the * column label enclosed between double quotation marks, such as * "Age" or "Yield," or a number (without quotation marks) that * represents the position of the column within the list: 1 for * the first column, 2 for the second column, and so on. * @param mixed[] $criteria The range of cells that contains the conditions you specify. * You can use any range for the criteria argument, as long as it * includes at least one column label and at least one cell below * the column label in which you specify a condition for the * column. * * @return int * * @TODO The field argument is optional. If field is omitted, DCOUNT counts all records in the * database that match the criteria. */ public static function DCOUNT($database, $field, $criteria) { $field = self::fieldExtract($database, $field); if ($field === null) { return null; } // Return return Statistical::COUNT( self::getFilteredColumn($database, $field, $criteria) ); } /** * DCOUNTA. * * Counts the nonblank cells in a column of a list or database that match conditions that you specify. * * Excel Function: * DCOUNTA(database,[field],criteria) *
< * @category Database Functions < *
* @param mixed[] $database The range of cells that makes up the list or database. * A database is a list of related data in which rows of related * information are records, and columns of data are fields. The * first row of the list contains labels for each column. * @param int|string $field Indicates which column is used in the function. Enter the * column label enclosed between double quotation marks, such as * "Age" or "Yield," or a number (without quotation marks) that * represents the position of the column within the list: 1 for * the first column, 2 for the second column, and so on. * @param mixed[] $criteria The range of cells that contains the conditions you specify. * You can use any range for the criteria argument, as long as it * includes at least one column label and at least one cell below * the column label in which you specify a condition for the * column. * * @return int * * @TODO The field argument is optional. If field is omitted, DCOUNTA counts all records in the * database that match the criteria. */ public static function DCOUNTA($database, $field, $criteria) { $field = self::fieldExtract($database, $field); if ($field === null) { return null; } // reduce the database to a set of rows that match all the criteria $database = self::filter($database, $criteria); // extract an array of values for the requested column $colData = []; foreach ($database as $row) { $colData[] = $row[$field]; } // Return return Statistical::COUNTA( self::getFilteredColumn($database, $field, $criteria) ); } /** * DGET. * * Extracts a single value from a column of a list or database that matches conditions that you * specify. * * Excel Function: * DGET(database,field,criteria) *
< * @category Database Functions < *
* @param mixed[] $database The range of cells that makes up the list or database. * A database is a list of related data in which rows of related * information are records, and columns of data are fields. The * first row of the list contains labels for each column. * @param int|string $field Indicates which column is used in the function. Enter the * column label enclosed between double quotation marks, such as * "Age" or "Yield," or a number (without quotation marks) that * represents the position of the column within the list: 1 for * the first column, 2 for the second column, and so on. * @param mixed[] $criteria The range of cells that contains the conditions you specify. * You can use any range for the criteria argument, as long as it * includes at least one column label and at least one cell below * the column label in which you specify a condition for the * column. * * @return mixed */ public static function DGET($database, $field, $criteria) { $field = self::fieldExtract($database, $field); if ($field === null) { return null; } // Return $colData = self::getFilteredColumn($database, $field, $criteria); if (count($colData) > 1) { return Functions::NAN(); } return $colData[0]; } /** * DMAX. * * Returns the largest number in a column of a list or database that matches conditions you that * specify. * * Excel Function: * DMAX(database,field,criteria) *
< * @category Database Functions < *
* @param mixed[] $database The range of cells that makes up the list or database. * A database is a list of related data in which rows of related * information are records, and columns of data are fields. The * first row of the list contains labels for each column. * @param int|string $field Indicates which column is used in the function. Enter the * column label enclosed between double quotation marks, such as * "Age" or "Yield," or a number (without quotation marks) that * represents the position of the column within the list: 1 for * the first column, 2 for the second column, and so on. * @param mixed[] $criteria The range of cells that contains the conditions you specify. * You can use any range for the criteria argument, as long as it * includes at least one column label and at least one cell below * the column label in which you specify a condition for the * column. * * @return float */ public static function DMAX($database, $field, $criteria) { $field = self::fieldExtract($database, $field); if ($field === null) { return null; } // Return return Statistical::MAX( self::getFilteredColumn($database, $field, $criteria) ); } /** * DMIN. * * Returns the smallest number in a column of a list or database that matches conditions you that * specify. * * Excel Function: * DMIN(database,field,criteria) *
< * @category Database Functions < *
* @param mixed[] $database The range of cells that makes up the list or database. * A database is a list of related data in which rows of related * information are records, and columns of data are fields. The * first row of the list contains labels for each column. * @param int|string $field Indicates which column is used in the function. Enter the * column label enclosed between double quotation marks, such as * "Age" or "Yield," or a number (without quotation marks) that * represents the position of the column within the list: 1 for * the first column, 2 for the second column, and so on. * @param mixed[] $criteria The range of cells that contains the conditions you specify. * You can use any range for the criteria argument, as long as it * includes at least one column label and at least one cell below * the column label in which you specify a condition for the * column. * * @return float */ public static function DMIN($database, $field, $criteria) { $field = self::fieldExtract($database, $field); if ($field === null) { return null; } // Return return Statistical::MIN( self::getFilteredColumn($database, $field, $criteria) ); } /** * DPRODUCT. * * Multiplies the values in a column of a list or database that match conditions that you specify. * * Excel Function: * DPRODUCT(database,field,criteria) *
< * @category Database Functions < *
* @param mixed[] $database The range of cells that makes up the list or database. * A database is a list of related data in which rows of related * information are records, and columns of data are fields. The * first row of the list contains labels for each column. * @param int|string $field Indicates which column is used in the function. Enter the * column label enclosed between double quotation marks, such as * "Age" or "Yield," or a number (without quotation marks) that * represents the position of the column within the list: 1 for * the first column, 2 for the second column, and so on. * @param mixed[] $criteria The range of cells that contains the conditions you specify. * You can use any range for the criteria argument, as long as it * includes at least one column label and at least one cell below * the column label in which you specify a condition for the * column. * * @return float */ public static function DPRODUCT($database, $field, $criteria) { $field = self::fieldExtract($database, $field); if ($field === null) { return null; } // Return return MathTrig::PRODUCT( self::getFilteredColumn($database, $field, $criteria) ); } /** * DSTDEV. * * Estimates the standard deviation of a population based on a sample by using the numbers in a * column of a list or database that match conditions that you specify. * * Excel Function: * DSTDEV(database,field,criteria) *
< * @category Database Functions < *
* @param mixed[] $database The range of cells that makes up the list or database. * A database is a list of related data in which rows of related * information are records, and columns of data are fields. The * first row of the list contains labels for each column. * @param int|string $field Indicates which column is used in the function. Enter the * column label enclosed between double quotation marks, such as * "Age" or "Yield," or a number (without quotation marks) that * represents the position of the column within the list: 1 for * the first column, 2 for the second column, and so on. * @param mixed[] $criteria The range of cells that contains the conditions you specify. * You can use any range for the criteria argument, as long as it * includes at least one column label and at least one cell below * the column label in which you specify a condition for the * column. * * @return float|string */ public static function DSTDEV($database, $field, $criteria) { $field = self::fieldExtract($database, $field); if ($field === null) { return null; } // Return return Statistical::STDEV( self::getFilteredColumn($database, $field, $criteria) ); } /** * DSTDEVP. * * Calculates the standard deviation of a population based on the entire population by using the * numbers in a column of a list or database that match conditions that you specify. * * Excel Function: * DSTDEVP(database,field,criteria) *
< * @category Database Functions < *
* @param mixed[] $database The range of cells that makes up the list or database. * A database is a list of related data in which rows of related * information are records, and columns of data are fields. The * first row of the list contains labels for each column. * @param int|string $field Indicates which column is used in the function. Enter the * column label enclosed between double quotation marks, such as * "Age" or "Yield," or a number (without quotation marks) that * represents the position of the column within the list: 1 for * the first column, 2 for the second column, and so on. * @param mixed[] $criteria The range of cells that contains the conditions you specify. * You can use any range for the criteria argument, as long as it * includes at least one column label and at least one cell below * the column label in which you specify a condition for the * column. * * @return float|string */ public static function DSTDEVP($database, $field, $criteria) { $field = self::fieldExtract($database, $field); if ($field === null) { return null; } // Return return Statistical::STDEVP( self::getFilteredColumn($database, $field, $criteria) ); } /** * DSUM. * * Adds the numbers in a column of a list or database that match conditions that you specify. * * Excel Function: * DSUM(database,field,criteria) *
< * @category Database Functions < *
* @param mixed[] $database The range of cells that makes up the list or database. * A database is a list of related data in which rows of related * information are records, and columns of data are fields. The * first row of the list contains labels for each column. * @param int|string $field Indicates which column is used in the function. Enter the * column label enclosed between double quotation marks, such as * "Age" or "Yield," or a number (without quotation marks) that * represents the position of the column within the list: 1 for * the first column, 2 for the second column, and so on. * @param mixed[] $criteria The range of cells that contains the conditions you specify. * You can use any range for the criteria argument, as long as it * includes at least one column label and at least one cell below * the column label in which you specify a condition for the * column. * * @return float */ public static function DSUM($database, $field, $criteria) { $field = self::fieldExtract($database, $field); if ($field === null) { return null; } // Return return MathTrig::SUM( self::getFilteredColumn($database, $field, $criteria) ); } /** * DVAR. * * Estimates the variance of a population based on a sample by using the numbers in a column * of a list or database that match conditions that you specify. * * Excel Function: * DVAR(database,field,criteria) *
< * @category Database Functions < *
* @param mixed[] $database The range of cells that makes up the list or database. * A database is a list of related data in which rows of related * information are records, and columns of data are fields. The * first row of the list contains labels for each column. * @param int|string $field Indicates which column is used in the function. Enter the * column label enclosed between double quotation marks, such as * "Age" or "Yield," or a number (without quotation marks) that * represents the position of the column within the list: 1 for * the first column, 2 for the second column, and so on. * @param mixed[] $criteria The range of cells that contains the conditions you specify. * You can use any range for the criteria argument, as long as it * includes at least one column label and at least one cell below * the column label in which you specify a condition for the * column. *
< * @return float
> * @return float|string (string if result is an error)
*/ public static function DVAR($database, $field, $criteria) { $field = self::fieldExtract($database, $field); if ($field === null) { return null; } // Return return Statistical::VARFunc( self::getFilteredColumn($database, $field, $criteria) ); } /** * DVARP. * * Calculates the variance of a population based on the entire population by using the numbers * in a column of a list or database that match conditions that you specify. * * Excel Function: * DVARP(database,field,criteria) *
< * @category Database Functions < *
* @param mixed[] $database The range of cells that makes up the list or database. * A database is a list of related data in which rows of related * information are records, and columns of data are fields. The * first row of the list contains labels for each column. * @param int|string $field Indicates which column is used in the function. Enter the * column label enclosed between double quotation marks, such as * "Age" or "Yield," or a number (without quotation marks) that * represents the position of the column within the list: 1 for * the first column, 2 for the second column, and so on. * @param mixed[] $criteria The range of cells that contains the conditions you specify. * You can use any range for the criteria argument, as long as it * includes at least one column label and at least one cell below * the column label in which you specify a condition for the * column. *
< * @return float
> * @return float|string (string if result is an error)
*/ public static function DVARP($database, $field, $criteria) { $field = self::fieldExtract($database, $field); if ($field === null) { return null; } // Return return Statistical::VARP( self::getFilteredColumn($database, $field, $criteria) ); } }