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<?php namespace Moserware\Skills\FactorGraphs;
use Exception;
use Moserware\Skills\Guard;
use Moserware\Skills\HashMap;
abstract class Factor
{
private $_messages = array();
private $_messageToVariableBinding;
private $_name;
private $_variables = array();
protected function __construct($name)
{
$this->_name = "Factor[" . $name . "]";
$this->_messageToVariableBinding = new HashMap();
}
/**
* @return mixed The log-normalization constant of that factor
*/
public function getLogNormalization()
{
return 0;
}
/**
* @return int The number of messages that the factor has
*/
public function getNumberOfMessages()
{
return count($this->_messages);
}
protected function getVariables()
{
return $this->_variables;
}
protected function getMessages()
{
return $this->_messages;
}
/**
* Update the message and marginal of the i-th variable that the factor is connected to
* @param $messageIndex
* @throws Exception
*/
public function updateMessageIndex($messageIndex)
{
Guard::argumentIsValidIndex($messageIndex, count($this->_messages), "messageIndex");
$message = $this->_messages[$messageIndex];
$variable = $this->_messageToVariableBinding->getValue($message);
return $this->updateMessageVariable($message, $variable);
}
protected function updateMessageVariable(Message $message, Variable $variable)
{
throw new Exception();
}
/**
* Resets the marginal of the variables a factor is connected to
*/
public function resetMarginals()
{
$allValues = $this->_messageToVariableBinding->getAllValues();
foreach ($allValues as $currentVariable) {
$currentVariable->resetToPrior();
}
}
/**
* Sends the ith message to the marginal and returns the log-normalization constant
* @param $messageIndex
* @return
* @throws Exception
*/
public function sendMessageIndex($messageIndex)
{
Guard::argumentIsValidIndex($messageIndex, count($this->_messages), "messageIndex");
$message = $this->_messages[$messageIndex];
$variable = $this->_messageToVariableBinding->getValue($message);
return $this->sendMessageVariable($message, $variable);
}
protected abstract function sendMessageVariable(Message $message, Variable $variable);
public abstract function createVariableToMessageBinding(Variable $variable);
protected function createVariableToMessageBindingWithMessage(Variable $variable, Message $message)
{
$this->_messageToVariableBinding->setValue($message, $variable);
$this->_messages[] = $message;
$this->_variables[] = $variable;
return $message;
}
public function __toString()
{
return $this->_name;
}
}