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secondo/Algebras/StreamMining/amsSketch.h
2026-01-23 17:03:45 +08:00

126 lines
3.6 KiB
C++

/*
----
This file is part of SECONDO.
Copyright (C) 2004, University in Hagen, Department of Computer Science,
Database Systems for New Applications.
SECONDO is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation; either version 2 of the License, or
(at your option) any later version.
SECONDO is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with SECONDO; if not, write to the Free Software
Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
----
*/
#include "NestedList.h"
#include "ListUtils.h"
#include "AlgebraTypes.h"
# define LONG_PRIME 4294967311l
namespace eschbach {
class amsSketch
{
public:
amsSketch(const float epsilon, const float delta);
amsSketch(const amsSketch& rhs);
~amsSketch() {}
//Getter und Setter
bool getDefined();
size_t getWidth();
size_t getDepth();
float getEpsilon();
float getDelta();
size_t getTotalCount();
int getElement(int counterNumber, int elementIndex);
void updateElement(int counterNumber, int elementIndex, int value);
long getConstantTwA(int index);
long getConstantTwB(int index);
long getConstantFwA(int index);
long getConstantFwB(int index);
long getConstantFwC(int index);
long getConstantFwD(int index);
std::vector<std::vector<long>> getConstantsTw();
void setConstantsTw(int counterNumber, long a, long b);
std::vector<std::vector<long>> getConstantsFw();
void setConstantsFw(int counterNumber, long a, long b, long c, long d);
std::vector<std::vector<int>> getMatrix();
//Auxiliary Functions
void initialize(const float epsilon, const float delta);
void generateConstants(int index);
void generateFwConstants(int index);
void changeWeight(size_t value);
float estimateInnerProduct();
void swap(int* a, int* b);
int partition(int arr[], int l, int r);
int randomPartition(int arr[], int l, int r);
void medianDecider(int arr[], int l, int r, int k, int& a, int& b);
int findMedian(int arr[]);
//Support Functions
static Word In( const ListExpr typeInfo, const ListExpr instance,
const int errorPos, ListExpr& errorInfo, bool& correct );
static ListExpr Out( ListExpr typeInfo, Word value );
//Storage Record
static Word Create( const ListExpr typeInfo );
static void Delete( const ListExpr typeInfo, Word& w );
static bool Open(SmiRecord& valueRecord, size_t& offset,
const ListExpr typeInfo, Word& value);
static void Close( const ListExpr typeInfo, Word& w );
static bool Save(SmiRecord & valueRecord , size_t & offset,
const ListExpr typeInfo , Word & value);
static Word Clone( const ListExpr typeInfo, const Word& w );
static bool KindCheck( ListExpr type, ListExpr& errorInfo );
static int SizeOfObj();
static ListExpr Property();
static const std::string BasicType() {
return "amssketch";
}
static const bool checkType (const ListExpr list) {
return listutils::isSymbol(list, BasicType());
}
private:
amsSketch() {}
friend struct ConstructorFunctions<amsSketch>;
bool defined;
float eps;
float delta;
size_t width;
size_t depth;
size_t totalCount;
std::vector<std::vector<int>> matrix;
std::vector<std::vector<long>> twConstants;
std::vector<std::vector<long>> fwConstants;
};
}