cppruleexporter.cpp

粗糙集应用软件

//-------------------------------------------------------------------
// Author........: Aleksander 豩rn
// Date..........:
// Description...:
// Revisions.....:
//===================================================================

#include <stdafx.h> // Precompiled headers.
#include <copyright.h>

#include <kernel/algorithms/cppruleexporter.h>

#include <kernel/structures/rules.h>
#include <kernel/structures/rule.h>

#include <kernel/utilities/systemkit.h>

#include <kernel/system/fstream.h>

#include <kernel/basic/message.h>

//-------------------------------------------------------------------
// Static helpers.
//===================================================================

//-------------------------------------------------------------------
// Method........: StaticGetName
// Author........: Aleksander 豩rn
// Date..........:
// Description...:
// Comments......:
// Revisions.....:
//===================================================================

static String
StaticGetName(const DecisionTable &table, int attribute_no, bool masked) {

	String name = table.GetAttributeName(attribute_no, masked);

	name.Replace(' ', '_');
	name.Capitalize();

	return name;

}

//-------------------------------------------------------------------
// Methods for class CPPRuleExporter.
//===================================================================

//-------------------------------------------------------------------
// Constructors/destructor.
//===================================================================

CPPRuleExporter::CPPRuleExporter() {
}

CPPRuleExporter::~CPPRuleExporter() {
}

//-------------------------------------------------------------------
// Methods inherited from Identifier.
//===================================================================

IMPLEMENTIDMETHODS(CPPRuleExporter, CPPRULEEXPORTER, RuleExporter)

//-------------------------------------------------------------------
// Methods inherited from Exporter.
//===================================================================

//-------------------------------------------------------------------
// Method........: ExportPrologue
// Author........: Aleksander 豩rn
// Date..........:
// Description...: Exports the header (.h) file.
// Comments......:
// Revisions.....:
//===================================================================

bool
CPPRuleExporter::ExportPrologue(ofstream &stream, const Structure &structure) const {

	int i;

	// Cast to already verified type (in Apply method).
	Handle<Rules> rules = dynamic_cast(Rules *, const_cast(Structure *, &structure));

	// Get originating decision table.
	Handle<DecisionTable> table = dynamic_cast(DecisionTable *, rules->FindParent(DECISIONTABLE));

	if (table == NULL) {
		Message::Error("Could not trace back to the rules' originating decision table for a dictionary.");
		return false;
	}

	bool masked = true;

	int no_attributes = table->GetNoAttributes(masked);

	// Write marker.
	stream << "//------------------------------------------------------------------" << endl;
	stream << "// The header (.h) file starts here."                                 << endl;
	stream << "//==================================================================" << endl;
	stream << endl;

	// Write some general information.
	stream << "// Classifier generated by ROSETTA."                                                << endl;
	stream << "// Exported " << SystemKit::GetTimestamp() << " by " << SystemKit::GetUser() << "." << endl;
	stream << "//"                                                                                 << endl;
	stream << "// " << rules->GetName()                                                            << endl;
	stream << "// " << rules->GetNoRules() << " rules."                                            << endl;
	stream << endl;

	// Add #ifndef section.
	stream << "#ifndef __CLASSIFIER_EXPORTED_FROM_ROSETTA_H__" << endl;
	stream << "#define __CLASSIFIER_EXPORTED_FROM_ROSETTA_H__" << endl;
	stream << endl;

	// Define the ROSETTAObject class.
	stream << "//------------------------------------------------------------------" << endl;
	stream << "// Class.........: ROSETTAObject"                                     << endl;
	stream << "// Author........: Aleksander 豩rn"                                   << endl;
	stream << "// Date..........: " << SystemKit::GetTimestamp()                     << endl;
	stream << "// Description...: An object input to a ROSETTAClassifier."           << endl;
	stream << "//"                                                                   << endl;
	stream << "//                 For a legend to the encoding of slots for the"     << endl;
	stream << "//                 symbolic attributes, see the Lookup methods."      << endl;
	stream << "//==================================================================" << endl;
	stream << endl;
	stream << "class ROSETTAObject {"                                                << endl;
	stream << "public:"                                                              << endl;
	stream << endl;
	stream << "  // Variable slots................................................." << endl;

	for (i = 0; i < no_attributes; i++) {

		if (!table->IsCondition(i, masked))
			continue;

		// Variable type.
		if (table->IsFloat(i, masked))
			stream << "  float      ";
		else
			stream << "  int        ";

		String name = StaticGetName(*table, i, masked);

		// Variable name.
		stream << name << ';';

		stream << endl;

	}

	stream << endl;
	stream << "  // Dictionary lookup methods......................................" << endl;

	// Method names.
	for (i = 0; i < no_attributes; i++) {
		if (table->IsCondition(i, masked) && table->IsSymbolic(i, masked))
			stream << "  static int Lookup" << StaticGetName(*table, i, masked) << "(const char *text);" << endl;
	}

	stream << endl;
	stream << "};" << endl;
	stream << endl;

	// Determine index of decision attribute.
	int decision_attribute = table->GetDecisionAttribute(masked);

	if (decision_attribute == Undefined::Integer()) {
		Message::Error("No decision attribute detected in parent table.");
		return false;
	}

	Vector(int) decisionvalues;
	Vector(int) cardinalities;

	// Determine set of possible decision values.
	if (!table->GetValueSet(decisionvalues, cardinalities, decision_attribute, masked)) {
		Message::Error("Failed to get set of possible decision values from parent table.");
		return false;
	}

	// Define the ROSETTAClassifier class.
	stream << "//------------------------------------------------------------------"       << endl;
	stream << "// Class.........: ROSETTAClassifier"                                       << endl;
	stream << "// Author........: Aleksander 豩rn"                                         << endl;
	stream << "// Date..........: " << SystemKit::GetTimestamp()                           << endl;
	stream << "// Description...: Classifies a ROSETTAObject using a collection of"        << endl;
	stream << "//                 if-then rules."                                          << endl;
	stream << "//"                                                                         << endl;
	stream << "//                 The vote count associated with each decision value"      << endl;
	stream << "//                 is returned in-place in an array. To map from array"     << endl;
	stream << "//                 indices to decision values, see the Classify method."    << endl;
	stream << "//"                                                                         << endl;
	stream << "//                 The descriptor matching methods can be altered to"       << endl;
	stream << "//                 allow for tolerant matching."                            << endl;
	stream << "//=================================================================="       << endl;
	stream << endl;
	stream << "class ROSETTAClassifier {"                                                  << endl;
	stream << "protected:"                                                                 << endl;
	stream << endl;
	stream << "  // Descriptor matching methods...................................."       << endl;

	for (i = 0; i < no_attributes; i++) {

		if (!table->IsCondition(i, masked))
			continue;

		String name = StaticGetName(*table, i, masked);

		// Method name.
		stream << "  bool Match" << name << "(";

		int indent = 15;

		// Method arguments and inlined body.
		if (table->IsFloat(i, masked)) {
			stream << "float value1, float value2";
			indent -= 4;
		}
		else
			stream << "int value1, int value2";

		stream << ") const " << String(' ', indent - name.GetLength()) << "{return (value1 == value2);}" << endl;

	}

	stream << endl;
	stream << "public:"                                                                    << endl;
	stream << endl;
	stream << "  // Classification method.........................................."       << endl;
  stream << "  int  Classify(const ROSETTAObject &object, int votes[" << decisionvalues.size() << "]) const;" << endl;
	stream << endl;
	stream << "};"                                                                         << endl;

	// Match the #ifndef section.
	stream << endl;
	stream << "#endif" << endl;
	stream << endl;

	// Write marker.
	stream << "//------------------------------------------------------------------" << endl;
	stream << "// The header (.h) file ends here."                                   << endl;
	stream << "//==================================================================" << endl;
	stream << endl;

	return true;

}

//-------------------------------------------------------------------
// Method........: ExportData
// Author........: Aleksander 豩rn
// Date..........:
// Description...: Exports the implementation (.cpp) file.
// Comments......:
// Revisions.....:
//===================================================================