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tryout_fullydecant_simu.php
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389 lines (369 loc) · 19.9 KB
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<?php
/**
* Created by PhpStorm.
* User: User
* Date: 07.02.2019
* Time: 07:51
*/
class Unit {
private $strName;
private $flagClosed = false;
public $arrCompartments = array();
public function __construct($strName) { $this->strName = $strName; }
public function getName() { return $this->strName; }
public function getIsClosed() { return $this->flagClosed; }
public function setIsClosed($flagIsclosed) { $this->flagClosed = $flagIsclosed; }
}
class Compartment {
private $strName;
public $intMaxValue;
private $intFilled;
public function __construct($strName) { $this->strName = $strName; }
public function addStock($intQty) {
if ($this->intFilled + $intQty > $this->intMaxValue)
throw new Exception("Too much stock");
$this->intFilled += $intQty;
}
public function getQty() { return $this->intFilled; }
public function getRemainingQty() { return $this->intMaxValue - $this->intFilled; }
public function getMaxQty() { return $this->intMaxValue; }
public function getName() { return $this->strName; }
}
class Runner {
static $PRINT_UNIT_STATUS_FOR_EVERY_ACTION = true;
const TIME_TO_EMPTY = 2.0;
const TIME_PER_COUNTED_PIECE = 1.5; //0.5
const TIME_PER_SPLIT = 0.0;
const TIME_NEW_TOTE = 20.0; //open and close //8.0
const TIME_NEW_COMPARTMENT = 3.0; //3.0
const COMPARTMENT_SIZES = array(100, 50, 25);
public $arrUnits = array();
private $arrStats = array();
public function runMultiple()
{
self::$PRINT_UNIT_STATUS_FOR_EVERY_ACTION = false;
$arrAllStats = array();
for($i = 0.50; $i <= 0.701; $i += 0.03) {
$arrStats = $this->runInternal(new TargetFilldegree($i, 123456));
$arrTimeTotal = array_column($arrStats, 'timeTotal');
$arrAllStats['TargetDegree'][(string)$i]['targetFilldegree'] = $i;
$arrAllStats['TargetDegree'][(string)$i]['timeTotalAvg'] = array_sum($arrTimeTotal) / count($arrTimeTotal);
$arrAllStats['TargetDegree'][(string)$i]['timeTotalMax'] = max($arrTimeTotal);
}
$this->writeOutOverallStats($arrAllStats, array('targetFilldegree', 'timeTotalAvg', 'timeTotalMax'), 'SummedStats.csv');
}
public function run() {
//$arrAllStats['MaxFill'] = $this->runInternal(new MaximizeFilldegree());
//$arrAllStats['FullyDecant'] = $this->runInternal(new MaximizeFullyDecantable());
//$arrAllStats['MinExpSplits'] = $this->runInternal(new MinimizeExpensiveSplits(20));
$arrAllStats['TargetDegree'] = $this->runInternal(new TargetFilldegree(0.8, 1));
//$arrExportCols = array('avgFilldegree', 'timeTotal');
$arrExportCols = array('timeTotal');
//$arrExportCols = array('intSteps', 'timeTotal');
//$arrExportCols = array('timeToEmpty', 'timeCounting', 'timeNewTote', 'timeNewCompartment');
$this->writeOutOverallStats($arrAllStats, $arrExportCols);
}
public function runInternal(IRecommender $objRecommender) {
$this->arrStats = array();
echo "Recommender: ".$objRecommender->getName()."<br />";
for ($intCartonSize = 1; $intCartonSize <= self::COMPARTMENT_SIZES[0]; $intCartonSize++) {
$this->arrUnits = array();
$intCountingSplits = 0;
$intCountingSplitsQty = 0;
$intDecantSteps = 0;
$intMaxNeededPutIntoSplit = 0;
$intMaxNeededRemainingSplit = 0;
$intMinNeededPutIntoSplit = self::COMPARTMENT_SIZES[0];
$intMinNeededRemainingSplit = self::COMPARTMENT_SIZES[0];
$intSmallestCompartment = self::COMPARTMENT_SIZES[count(self::COMPARTMENT_SIZES)-1]; //to fill smallest comp to 100% with carton size 1
for ($countCarton = 0; $countCarton < $intSmallestCompartment; $countCarton++) {
for ($intCartonQtyLeft = $intCartonSize; $intCartonQtyLeft > 0;) {
$objCompartment = $objRecommender->suggestCompartment($this->arrUnits, $intCartonQtyLeft);
if (!$objCompartment) {
$objRecommender->closeTarget($this->arrUnits);
$objUnit = $this->createNewUnit($intCartonSize);
$objCompartment = $objUnit->arrCompartments[0];
}
$intDecantQty = min($objCompartment->getRemainingQty(), $intCartonQtyLeft);
echo "Carton $countCarton: Putting {$intDecantQty}/{$intCartonQtyLeft} into {$objCompartment->getName()} (".($objCompartment->getQty()+$intDecantQty)."/{$objCompartment->getMaxQty()})";
$flagWasCountingSplit = false;
$strCountingSplitInfo = "";
if ($intCartonQtyLeft > $objCompartment->getRemainingQty()) {
$flagWasCountingSplit = true;
$intCountingSplits++;
$intPutIntosplit = min($intCartonQtyLeft, $objCompartment->getRemainingQty());
$intRemainingSplit = $intCartonQtyLeft - $intPutIntosplit;
$intSplitCount = min($intPutIntosplit, $intRemainingSplit); //split up the lesser qty
$intCountingSplitsQty += $intSplitCount;
$strCountingSplitInfo = "Counting split ($intSplitCount) ($intPutIntosplit | $intRemainingSplit)";
$intMaxNeededPutIntoSplit = max($intPutIntosplit, $intMaxNeededPutIntoSplit);
$intMaxNeededRemainingSplit = max($intRemainingSplit, $intMaxNeededRemainingSplit);
$intMinNeededPutIntoSplit = min($intPutIntosplit, $intMinNeededPutIntoSplit);
$intMinNeededRemainingSplit = min($intRemainingSplit, $intMinNeededRemainingSplit);
}
$intDecantSteps++;
$objCompartment->addStock($intDecantQty);
$intCartonQtyLeft -= $intDecantQty;
if (self::$PRINT_UNIT_STATUS_FOR_EVERY_ACTION)
$this->printUnitStatus(); //really slow!!!!
if ($flagWasCountingSplit)
echo " ".$strCountingSplitInfo;
echo "<br />";
}
}
$this->saveStats($intCartonSize, $intDecantSteps, $intCountingSplits, $intCountingSplitsQty, $intMaxNeededPutIntoSplit, $intMaxNeededRemainingSplit, $intMinNeededPutIntoSplit, $intMinNeededRemainingSplit);
}
$this->writeOutStats($objRecommender->getName().".csv");
return $this->arrStats;
}
protected function printUnitStatus()
{
$str = " ";
foreach ($this->arrUnits as $objUnit) {
$str .= ($objUnit->getIsClosed()) ? htmlentities("<") : htmlentities("(");
foreach ($objUnit->arrCompartments as $objCompartment) {
/** @var $objCompartment Compartment */
$str .= "|" . $objCompartment->getQty() . "|";
}
$str .= ($objUnit->getIsClosed()) ? htmlentities("> ") : htmlentities(") ");
}
echo $str;
}
protected function saveStats($intCartonSize, $intDecantSteps, $intCountingSplits, $intCountingSplitsQty, $intMaxNeededPutIntoSplit, $intMaxNeededRemainingSplit, $intMinNeededPutIntoSplit, $intMinNeededRemainingSplit)
{
$this->arrStats[$intCartonSize]['intSteps'] = $intDecantSteps;
$this->arrStats[$intCartonSize]['intCountingSplits'] = $intCountingSplits;
$this->arrStats[$intCartonSize]['intCountingSplitsQty'] = $intCountingSplitsQty;
$this->arrStats[$intCartonSize]['intCountTargetUnits'] = count($this->arrUnits);
$arrFilldegrees = array();
$intCountCompartmentsUsed = 0;
$intCountCompartments = 0;
foreach($this->arrUnits as $objUnit) {
foreach($objUnit->arrCompartments as $objCompartment) {
if ($objCompartment->getQty() > 0) {
$arrFilldegrees[] = $objCompartment->getQty() / $objCompartment->getMaxQty();
$intCountCompartmentsUsed++;
}
$intCountCompartments++;
}
}
$this->arrStats[$intCartonSize]['avgFilldegree'] = str_replace('.', ',', round(100*array_sum($arrFilldegrees)/$intCountCompartmentsUsed, 0));
$intStepsWithoutCounting = $intDecantSteps - $intCountingSplits;
$intCountCompartmentsErected = $intCountCompartments - count($this->arrUnits);
$doubleTimeToEmpty = $intStepsWithoutCounting * self::TIME_TO_EMPTY;
$doubleTimePerSplit = $intCountingSplits * self::TIME_PER_SPLIT;
$doubleTimeCounting = $intCountingSplitsQty * self::TIME_PER_COUNTED_PIECE;
$doubleTimeNewTote = count($this->arrUnits) * self::TIME_NEW_TOTE;
$doubleTimeNewCompartment = $intCountCompartmentsErected * self::TIME_NEW_COMPARTMENT;
$doubleTimteTotal = $doubleTimeToEmpty + $doubleTimePerSplit + $doubleTimeCounting + $doubleTimeNewTote + $doubleTimeNewCompartment;
$this->arrStats[$intCartonSize]['timeToEmpty'] = $doubleTimeToEmpty;
$this->arrStats[$intCartonSize]['timePerSplit'] = $doubleTimePerSplit;
$this->arrStats[$intCartonSize]['timeCounting'] = $doubleTimeCounting;
$this->arrStats[$intCartonSize]['timeNewTote'] = $doubleTimeNewTote;
$this->arrStats[$intCartonSize]['timeNewCompartment'] = $doubleTimeNewCompartment;
$this->arrStats[$intCartonSize]['timeTotal'] = (int)($doubleTimteTotal/ (self::COMPARTMENT_SIZES[0]/14)); //arbitrary factor, just for scaling, ~7sec for 100, 14 for 200, ...
$this->arrStats[$intCartonSize]['maxNeededPutIntoSplit'] = $intMaxNeededPutIntoSplit;
$this->arrStats[$intCartonSize]['maxNeededRemainingSplit'] = $intMaxNeededRemainingSplit;
$this->arrStats[$intCartonSize]['maxNeeded'] = max($intMaxNeededPutIntoSplit, $intMaxNeededRemainingSplit);
$this->arrStats[$intCartonSize]['minNeededPutIntoSplit'] = $intMinNeededPutIntoSplit;
$this->arrStats[$intCartonSize]['minNeededRemainingSplit'] = $intMinNeededRemainingSplit;
$this->arrStats[$intCartonSize]['minNeeded'] = min($intMinNeededPutIntoSplit, $intMinNeededRemainingSplit);
}
protected function writeOutStats($strFilename)
{
file_put_contents($strFilename, "CartonSize;".implode(';', array_keys($this->arrStats[10]))."\r\n");
foreach($this->arrStats as $intCartonsSize => $arrStat) {
array_walk($arrStat, array($this, 'convertDecimalPoint'));
file_put_contents($strFilename, $intCartonsSize . ';' . implode(';', $arrStat) . "\r\n", FILE_APPEND);
}
echo "Stats written to: $strFilename<br />";
}
protected function writeOutOverallStats($arrAllStats, $arrExportCols, $strOverallFilename = 'OverallStats.csv') {
$arrHeader = array();
$arrVals = array();
$intCurrentCol = 0;
foreach ($arrAllStats as $strStrategy => $arrStatsPerStrategy) {
foreach($arrExportCols as $strExportCol)
$arrHeader[] = "$strStrategy:$strExportCol";
foreach ($arrStatsPerStrategy as $intRow => $row) {
foreach($arrExportCols as $intColIndex => $strExportCol)
$arrVals[$intRow][$intCurrentCol+$intColIndex] = $row[$strExportCol];
}
$intCurrentCol += count($arrExportCols);
}
file_put_contents($strOverallFilename, implode(";", $arrHeader)."\r\n");
foreach ($arrVals as $row) {
array_walk($row, array($this, 'convertDecimalPoint'));
file_put_contents($strOverallFilename, implode(";", $row) . "\r\n", FILE_APPEND);
}
echo "Overall stats written to: $strOverallFilename<br />";
}
private function convertDecimalPoint(&$value, &$key) {
$arrParts = explode('.', $value);
if (count($arrParts) != 2) return;
if ((int)$arrParts[0] != 0 and (int)$arrParts[1] > 0)
$value = str_replace('.', ',', $value);
}
public function createNewUnit($countItems) : Unit {
$intBestSize = self::COMPARTMENT_SIZES[0];
foreach (self::COMPARTMENT_SIZES as $intSize) {
if ($countItems <= $intSize)
$intBestSize = $intSize;
}
if (self::COMPARTMENT_SIZES[0] % $intBestSize != 0) die("Wrong compartment definition");
$countCommpartments = self::COMPARTMENT_SIZES[0] / $intBestSize;
$objUnit = new Unit("U".count($this->arrUnits));
for ($i = 0; $i < $countCommpartments; $i++) {
$objCompartment = new Compartment($objUnit->getName()."_".$i);
$objCompartment->intMaxValue = (int)floor(self::COMPARTMENT_SIZES[0] / $countCommpartments);
$objUnit->arrCompartments[] = $objCompartment;
}
$this->arrUnits[] = $objUnit;
return $objUnit;
}
}
interface IRecommender {
public function suggestCompartment(&$arrUnits, $intDemandedQty);
public function closeTarget(&$arrUnits);
public function getName();
}
class MaximizeFilldegree implements IRecommender {
public function getName() { return "MaximizeFilldegree"; }
public function closeTarget(&$arrUnits) { }
public function suggestCompartment(&$arrUnits, $intQty) {
foreach ($arrUnits as $objUnit) {
/** @var Unit $objUnit */
if ($objUnit->getIsClosed()) continue;
foreach ($objUnit->arrCompartments as $objCompartment) {
/** @var $objCompartment Compartment */
if ($objCompartment->getQty() > 0 and $objCompartment->getRemainingQty() > 0)
return $objCompartment;
}
}
foreach ($arrUnits as $objUnit) {
if ($objUnit->getIsClosed()) continue;
foreach ($objUnit->arrCompartments as $objCompartment) {
/** @var $objCompartment Compartment */
if ($objCompartment->getQty() == 0)
return $objCompartment;
}
}
return null;
}
}
class MaximizeFullyDecantable implements IRecommender {
public function getName() { return "MaxFullyDecant"; }
public function closeTarget(&$arrUnits) { }
public function suggestCompartment(&$arrUnits, $intQty) {
$flagFullyDecantableInBiggestTarget = $intQty <= Runner::COMPARTMENT_SIZES[0];
foreach ($arrUnits as $objUnit) {
/** @var Unit $objUnit */
if ($objUnit->getIsClosed()) continue;
foreach ($objUnit->arrCompartments as $objCompartment) {
/** @var $objCompartment Compartment */
if ($objCompartment->getQty() > 0 and $objCompartment->getRemainingQty() > 0
and ($objCompartment->getRemainingQty() >= $intQty or !$flagFullyDecantableInBiggestTarget))
return $objCompartment;
}
}
foreach ($arrUnits as $objUnit) {
if ($objUnit->getIsClosed()) continue;
foreach ($objUnit->arrCompartments as $objCompartment) {
/** @var $objCompartment Compartment */
if ($objCompartment->getQty() == 0)
return $objCompartment;
}
}
return null;
}
}
// Idea is that if we are able to decant a lot (but not all) in 1 step, do it
class MinimizeExpensiveSplits implements IRecommender {
private $intSplitUnderNumCounts = 20;
public function __construct($intSplitUnderNumCounts){ $this->intSplitUnderNumCounts = $intSplitUnderNumCounts; }
public function getName() { return "MinExpSplits"; }
public function closeTarget(&$arrUnits) { }
public function suggestCompartment(&$arrUnits, $intQty) {
//If fully decantable return, else find compartment with most remaining space
$flagFullyDecantableInBiggestTarget = $intQty <= Runner::COMPARTMENT_SIZES[0];
$objMostFreeCompartment = null;
$intCurrentMaxRemaining = 0;
foreach ($arrUnits as $objUnit) {
/** @var Unit $objUnit */
if ($objUnit->getIsClosed()) continue;
foreach ($objUnit->arrCompartments as $objCompartment) {
/** @var $objCompartment Compartment */
if ($objCompartment->getRemainingQty() > $intCurrentMaxRemaining) {
$objMostFreeCompartment = $objCompartment;
$intCurrentMaxRemaining = $objCompartment->getRemainingQty();
}
if ($objCompartment->getQty() > 0 and $objCompartment->getRemainingQty() > 0
and ($objCompartment->getRemainingQty() >= $intQty or !$flagFullyDecantableInBiggestTarget))
return $objCompartment;
}
}
//If split qty is under threshold return
//always take the bigger half because otherwise the split could be very non-beneficial (e.g. split up 1 (very easy) into a target with remaining qty 1 doesn't make sense)
//but formula evalutes against smaller half because this is effectively the number we need to count
if ($objMostFreeCompartment != null and $intQty - $objMostFreeCompartment->getRemainingQty() <= $this->intSplitUnderNumCounts)
return $objMostFreeCompartment;
return null;
}
}
// Calculates which splits are ok to reach the given compartment target filldegree
class TargetFilldegree implements IRecommender {
private $dblTargetFilldegreeFactor = 0.7;
private $intMaxOpenedTargets;
public function __construct($dblTargetFilldegreeFactor, $intMaxOpenedTargets = 1){
$this->dblTargetFilldegreeFactor = $dblTargetFilldegreeFactor;
$this->intMaxOpenedTargets = $intMaxOpenedTargets; }
public function getName() { return "TargetFilldegree"; }
public function closeTarget(&$arrUnits) {
if (count($arrUnits) > $this->intMaxOpenedTargets - 1) $arrUnits[count($arrUnits)-1]->setIsClosed(true);
}
public function suggestCompartment(&$arrUnits, $intQty) {
//If fully decantable return, else find compartment with most remaining space
$flagFullyDecantableInBiggestTarget = $intQty <= Runner::COMPARTMENT_SIZES[0];
$objMostFreeCompartment = null;
$intCurrentMaxRemaining = 0;
foreach ($arrUnits as $objUnit) {
/** @var Unit $objUnit */
if ($objUnit->getIsClosed()) continue;
foreach ($objUnit->arrCompartments as $objCompartment) {
/** @var $objCompartment Compartment */
if ($objCompartment->getRemainingQty() > $intCurrentMaxRemaining) {
$objMostFreeCompartment = $objCompartment;
$intCurrentMaxRemaining = $objCompartment->getRemainingQty();
}
//Kann ich irgendwo fully decant ZULGERN?
if ($objCompartment->getQty() > 0 and $objCompartment->getRemainingQty() > 0
and ($objCompartment->getRemainingQty() >= $intQty or !$flagFullyDecantableInBiggestTarget))
return $objCompartment;
}
}
// Possiblle to fully decant into a new compartment
if ($objMostFreeCompartment != null and $objMostFreeCompartment->getRemainingQty() >= $intQty)
return $objMostFreeCompartment;
//If split qty is under threshold return
if ($objMostFreeCompartment != null) {
//Calculate current filldegree
$intTotalDecanted = $intTotalPossible = 0;
foreach ($arrUnits as $objUnit) {
/** @var Unit $objUnit */
foreach ($objUnit->arrCompartments as $objCompartment) { /** @var $objCompartment Compartment */
if ($objCompartment->getQty() > 0) {
$intTotalDecanted += $objCompartment->getQty();
$intTotalPossible += $objCompartment->getMaxQty();
}
}
}
$dblCurrentFilldegree = $intTotalDecanted / $intTotalPossible;
if ($dblCurrentFilldegree < $this->dblTargetFilldegreeFactor)
return $objMostFreeCompartment;
}
return null;
}
}
$objRunner = new Runner();
$objRunner->runMultiple();
//$objRunner->run();