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npstat::ArrayND< Numeric, StackLen, StackDim > Class Template Reference

#include <ArrayND.h>

List of all members.

Public Types

typedef ProperDblFromCmpl
< Numeric >::type 
proper_double
typedef Numeric value_type

Public Member Functions

template<typename Num3 , typename Num2 , unsigned Len2, unsigned Dim2>
ArrayNDaddmul (const ArrayND< Num2, Len2, Dim2 > &r, const Num3 &c)
template<class Functor >
ArrayNDapply (Functor f)
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void applySlice (ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, unsigned nFixedIndices, Functor binaryFunct)
 ArrayND (const ArrayND &)
template<typename Num1 , unsigned Len1, unsigned Dim1, typename Num2 , unsigned Len2, unsigned Dim2>
 ArrayND (const ArrayND< Num1, Len1, Dim1 > &a1, const ArrayND< Num2, Len2, Dim2 > &a2)
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
 ArrayND (const ArrayND< Num2, Len2, Dim2 > &, Functor f)
 ArrayND ()
template<typename Num2 , unsigned Len2, unsigned Dim2>
 ArrayND (const ArrayND< Num2, Len2, Dim2 > &from, const ArrayRange &fromRange)
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
 ArrayND (const ArrayND< Num2, Len2, Dim2 > &from, const ArrayRange &fromRange, Functor f)
template<typename Num2 , unsigned Len2, unsigned Dim2>
 ArrayND (const ArrayND< Num2, Len2, Dim2 > &)
template<typename Num2 , unsigned Len2, unsigned Dim2>
 ArrayND (const ArrayND< Num2, Len2, Dim2 > &slicedArray, const unsigned *indices, unsigned nIndices)
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
ArrayNDassign (const ArrayND< Num2, Len2, Dim2 > &, Functor f)
template<typename Num2 >
ArrayND cdfArray (double scale=1.0) const
template<typename Num2 >
Num2 cdfValue (const unsigned *index, unsigned indexLen) const
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void circularFlatScan (ArrayND< Num2, Len2, Dim2 > &other, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, unsigned arrLen, Functor binaryFunct)
ArrayNDclear ()
ArrayNDconstFill (Numeric c)
ArrayND contract (unsigned pos1, unsigned pos2) const
void convertLinearIndex (unsigned long l, unsigned *index, unsigned indexLen) const
template<typename Num2 >
void convertToLastDimCdf (ArrayND *sumSlice, bool useTrapezoids)
const Numeric * data () const
template<typename Num2 >
ArrayND derivative (double scale=1.0) const
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayND dot (const ArrayND< Num2, Len2, Dim2 > &r) const
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void dualCircularScan (ArrayND< Num2, Len2, Dim2 > &other, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, unsigned arrLen, Functor binaryFunct)
template<typename Num2 , unsigned Len2, unsigned Dim2>
void exportSlice (ArrayND< Num2, Len2, Dim2 > *slice, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices) const
template<typename Num2 , unsigned Len2, unsigned Dim2>
void exportSubrange (const unsigned *fromCorner, unsigned lenCorner, ArrayND< Num2, Len2, Dim2 > *dest) const
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void flatCircularScan (ArrayND< Num2, Len2, Dim2 > &other, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, unsigned arrLen, Functor binaryFunct)
ArrayRange fullRange () const
template<class Functor >
ArrayNDfunctorFill (Functor f)
template<typename Num2 , unsigned Len2, unsigned Dim2>
void importSlice (const ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices)
template<typename Num2 , unsigned Len2, unsigned Dim2>
void importSubrange (const unsigned *fromCorner, unsigned lenCorner, const ArrayND< Num2, Len2, Dim2 > &from)
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayNDinPlaceMul (const ArrayND< Num2, Len2, Dim2 > &r)
Numeric interpolate1 (const double *x, unsigned xDim) const
Numeric interpolate3 (const double *x, unsigned xDim) const
template<typename Num2 , unsigned Len2, unsigned Dim2>
bool isClose (const ArrayND< Num2, Len2, Dim2 > &r, double eps) const
bool isCompatible (const ArrayShape &shape) const
bool isDensity () const
template<typename Num2 , unsigned Len2, unsigned Dim2>
bool isShapeCompatible (const ArrayND< Num2, Len2, Dim2 > &r) const
bool isShapeKnown () const
bool isZero () const
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void jointScan (ArrayND< Num2, Len2, Dim2 > &other, Functor binaryFunct)
template<typename Num2 , unsigned Len2, unsigned Dim2, class Op >
void jointSliceLoop (const unsigned level, const unsigned long idx0, const unsigned level1, const unsigned long idx1, ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, const unsigned *fixedIndexValues, const unsigned nFixedIndices, Op fcn)
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void jointSliceScan (ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices, Functor binaryFunct)
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void jointSubrangeScan (ArrayND< Num2, Len2, Dim2 > &other, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, unsigned arrLen, Functor binaryFunct)
unsigned long length () const
ArrayNDlinearFill (const double *coeff, unsigned coeffLen, double c)
unsigned long linearIndex (const unsigned *idx, unsigned idxLen) const
unsigned makeCopulaSteps (double tolerance, unsigned maxIterations)
ArrayNDmakeNonNegative ()
ArrayNDmakeUnit ()
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayND marginalize (const ArrayND< Num2, Len2, Dim2 > &prior, const unsigned *indexMap, unsigned mapLen) const
Numeric max () const
Numeric max (unsigned *index, unsigned indexLen) const
template<unsigned Len2, unsigned Dim2>
double maxAbsDifference (const ArrayND< Numeric, Len2, Dim2 > &) const
unsigned maximumSpan () const
Numeric min (unsigned *index, unsigned indexLen) const
Numeric min () const
unsigned minimumSpan () const
template<typename Num2 , unsigned Len2, unsigned Dim2>
void multiMirror (ArrayND< Num2, Len2, Dim2 > *out) const
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayNDmultiplyBySlice (const ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, unsigned nFixedIndices)
template<unsigned Len2, unsigned Dim2>
bool operator!= (const ArrayND< Numeric, Len2, Dim2 > &) const
template<typename Num2 >
ArrayND operator* (const Num2 &r) const
template<unsigned Len2, unsigned Dim2>
ArrayND operator+ (const ArrayND< Numeric, Len2, Dim2 > &r) const
ArrayND operator+ () const
template<unsigned Len2, unsigned Dim2>
ArrayND operator- (const ArrayND< Numeric, Len2, Dim2 > &r) const
ArrayND operator- () const
template<typename Num2 >
ArrayND operator/ (const Num2 &r) const
ArrayNDoperator= (const ArrayND &)
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayNDoperator= (const ArrayND< Num2, Len2, Dim2 > &)
template<unsigned Len2, unsigned Dim2>
bool operator== (const ArrayND< Numeric, Len2, Dim2 > &) const
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayND outer (const ArrayND< Num2, Len2, Dim2 > &r) const
template<typename Num2 , typename Integer >
void processSubrange (AbsArrayProjector< Numeric, Num2 > &f, const BoxND< Integer > &subrange) const
unsigned rank () const
template<typename Num2 , unsigned Len2, unsigned Dim2>
void rotate (const unsigned *shifts, unsigned lenShifts, ArrayND< Num2, Len2, Dim2 > *rotated) const
template<class Functor >
ArrayNDscanInPlace (Functor f)
template<typename Num2 >
ArrayNDsetData (const Num2 *data, unsigned long dataLength)
ArrayShape shape () const
const unsigned * shapeData () const
unsigned span (unsigned dim) const
const unsigned long * strides () const
template<typename Num2 >
Num2 sum () const
template<typename Num2 >
Num2 sumsq () const
ArrayND transpose (unsigned pos1, unsigned pos2) const
ArrayND transpose () const
ArrayNDuninitialize ()
 ~ArrayND ()
 ArrayND (const ArrayShape &shape)
 ArrayND (const unsigned *shape, unsigned dim)
 ArrayND (unsigned n0)
 ArrayND (unsigned n0, unsigned n1)
 ArrayND (unsigned n0, unsigned n1, unsigned n2)
 ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3)
 ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3, unsigned n4)
 ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3, unsigned n4, unsigned n5)
 ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3, unsigned n4, unsigned n5, unsigned n6)
 ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3, unsigned n4, unsigned n5, unsigned n6, unsigned n7)
 ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3, unsigned n4, unsigned n5, unsigned n6, unsigned n7, unsigned n8)
 ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3, unsigned n4, unsigned n5, unsigned n6, unsigned n7, unsigned n8, unsigned n9)
Numeric & value (const unsigned *index, unsigned indexLen)
const Numeric & value (const unsigned *index, unsigned indexLen) const
Numeric & valueAt (const unsigned *index, unsigned indexLen)
const Numeric & valueAt (const unsigned *index, unsigned indexLen) const
Numeric & linearValue (unsigned long index)
const Numeric & linearValue (unsigned long index) const
Numeric & linearValueAt (unsigned long index)
const Numeric & linearValueAt (unsigned long index) const
template<typename Num2 >
ArrayNDoperator*= (const Num2 &r)
template<typename Num2 >
ArrayNDoperator/= (const Num2 &r)
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayNDoperator+= (const ArrayND< Num2, Len2, Dim2 > &r)
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayNDoperator-= (const ArrayND< Num2, Len2, Dim2 > &r)
Numeric & closest (const double *x, unsigned xDim)
const Numeric & closest (const double *x, unsigned xDim) const
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 >
void project (ArrayND< Num2, Len2, Dim2 > *projection, AbsArrayProjector< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 >
void project (ArrayND< Num2, Len2, Dim2 > *projection, AbsVisitor< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 >
void addToProjection (ArrayND< Num2, Len2, Dim2 > *projection, AbsArrayProjector< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 >
void subtractFromProjection (ArrayND< Num2, Len2, Dim2 > *projection, AbsArrayProjector< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 >
void addToProjection (ArrayND< Num2, Len2, Dim2 > *projection, AbsVisitor< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 >
void subtractFromProjection (ArrayND< Num2, Len2, Dim2 > *projection, AbsVisitor< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const
Numeric & operator() ()
const Numeric & operator() () const
Numeric & operator() (unsigned i0)
const Numeric & operator() (unsigned i0) const
Numeric & operator() (unsigned i0, unsigned i1)
const Numeric & operator() (unsigned i0, unsigned i1) const
Numeric & operator() (unsigned i0, unsigned i1, unsigned i2)
const Numeric & operator() (unsigned i0, unsigned i1, unsigned i2) const
Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3)
const Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3) const
Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4)
const Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4) const
Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5)
const Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5) const
Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6)
const Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6) const
Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7)
const Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7) const
Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8)
const Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8) const
Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8, unsigned i9)
const Numeric & operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8, unsigned i9) const
Numeric & at ()
const Numeric & at () const
Numeric & at (unsigned i0)
const Numeric & at (unsigned i0) const
Numeric & at (unsigned i0, unsigned i1)
const Numeric & at (unsigned i0, unsigned i1) const
Numeric & at (unsigned i0, unsigned i1, unsigned i2)
const Numeric & at (unsigned i0, unsigned i1, unsigned i2) const
Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3)
const Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3) const
Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4)
const Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4) const
Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5)
const Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5) const
Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6)
const Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6) const
Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7)
const Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7) const
Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8)
const Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8) const
Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8, unsigned i9)
const Numeric & at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8, unsigned i9) const
Numeric & cl ()
const Numeric & cl () const
Numeric & cl (double x0)
const Numeric & cl (double x0) const
Numeric & cl (double x0, double x1)
const Numeric & cl (double x0, double x1) const
Numeric & cl (double x0, double x1, double x2)
const Numeric & cl (double x0, double x1, double x2) const
Numeric & cl (double x0, double x1, double x2, double x3)
const Numeric & cl (double x0, double x1, double x2, double x3) const
Numeric & cl (double x0, double x1, double x2, double x3, double x4)
const Numeric & cl (double x0, double x1, double x2, double x3, double x4) const
Numeric & cl (double x0, double x1, double x2, double x3, double x4, double x5)
const Numeric & cl (double x0, double x1, double x2, double x3, double x4, double x5) const
Numeric & cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6)
const Numeric & cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6) const
Numeric & cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6, double x7)
const Numeric & cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6, double x7) const
Numeric & cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6, double x7, double x8)
const Numeric & cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6, double x7, double x8) const
Numeric & cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6, double x7, double x8, double x9)
const Numeric & cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6, double x7, double x8, double x9) const
gs::ClassId classId () const
bool write (std::ostream &of) const

Static Public Member Functions

static const char * classname ()
static void restore (const gs::ClassId &id, std::istream &in, ArrayND *array)
static unsigned version ()

Private Member Functions

void buildFromShapePtr (const unsigned *, unsigned)
void buildStrides ()
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void circularFlatLoop (unsigned level, unsigned long idx0, unsigned long idx1, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, ArrayND< Num2, Len2, Dim2 > &other, Functor binaryFunct)
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void commonSubrangeLoop (unsigned level, unsigned long idx0, unsigned long idx1, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, ArrayND< Num2, Len2, Dim2 > &other, Functor binaryFunct)
void contractLoop (unsigned thisLevel, unsigned resLevel, unsigned pos1, unsigned pos2, unsigned long idxThis, unsigned long idxRes, ArrayND &result) const
template<typename Accumulator >
void convertToLastDimCdfLoop (ArrayND *sumSlice, unsigned level, unsigned long idx0, unsigned long idxSlice, bool useTrapezoids)
unsigned coordToIndex (double coord, unsigned idim) const
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void copyRangeLoopFunct (unsigned level, unsigned long idx0, unsigned long idx1, const ArrayND< Num2, Len2, Dim2 > &r, const ArrayRange &range, Functor f)
template<typename Num2 , unsigned Len2, unsigned Dim2>
void dotProductLoop (unsigned level, unsigned long idx0, unsigned long idx1, unsigned long idx2, const ArrayND< Num2, Len2, Dim2 > &r, ArrayND &result) const
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void dualCircularLoop (unsigned level, unsigned long idx0, unsigned long idx1, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, ArrayND< Num2, Len2, Dim2 > &other, Functor binaryFunct)
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void flatCircularLoop (unsigned level, unsigned long idx0, unsigned long idx1, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, ArrayND< Num2, Len2, Dim2 > &other, Functor binaryFunct)
template<class Functor >
void functorFillLoop (unsigned level, unsigned long idx, Functor f, unsigned *farg)
Numeric interpolateLoop (unsigned level, const double *x, const Numeric *base) const
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void jointSliceLoop (unsigned level, unsigned long idx0, unsigned level1, unsigned long idx1, ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices, Functor binaryFunctor)
void linearFillLoop (unsigned level, double s0, unsigned long idx, double shift, const double *coeffs)
template<typename Num2 , unsigned Len2, unsigned Dim2>
Numeric marginalizeInnerLoop (unsigned long idx, unsigned levelPr, unsigned long idxPr, const ArrayND< Num2, Len2, Dim2 > &prior, const unsigned *indexMap) const
template<typename Num2 , unsigned Len2, unsigned Dim2>
void marginalizeLoop (unsigned level, unsigned long idx, unsigned levelRes, unsigned long idxRes, const ArrayND< Num2, Len2, Dim2 > &prior, const unsigned *indexMap, ArrayND &res) const
template<typename Num1 , unsigned Len1, unsigned Dim1, typename Num2 , unsigned Len2, unsigned Dim2>
void outerProductLoop (unsigned level, unsigned long idx0, unsigned long idx1, unsigned long idx2, const ArrayND< Num1, Len1, Dim1 > &a1, const ArrayND< Num2, Len2, Dim2 > &a2)
template<typename Num2 , typename Integer >
void processSubrangeLoop (unsigned level, unsigned long idx0, unsigned *currentIndex, AbsArrayProjector< Numeric, Num2 > &f, const BoxND< Integer > &subrange) const
template<typename Num2 >
void projectInnerLoop (unsigned level, unsigned long idx0, unsigned *currentIndex, AbsArrayProjector< Numeric, Num2 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const
template<typename Num2 >
void projectInnerLoop2 (unsigned level, unsigned long idx0, AbsVisitor< Numeric, Num2 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 , class Op >
void projectLoop (unsigned level, unsigned long idx0, unsigned level1, unsigned long idx1, unsigned *currentIndex, ArrayND< Num2, Len2, Dim2 > *projection, AbsArrayProjector< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices, Op fcn) const
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 , class Op >
void projectLoop2 (unsigned level, unsigned long idx0, unsigned level1, unsigned long idx1, ArrayND< Num2, Len2, Dim2 > *projection, AbsVisitor< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices, Op fcn) const
template<typename Num2 , class Functor >
void scaleBySliceInnerLoop (unsigned level, unsigned long idx0, Num2 &scale, const unsigned *projectedIndices, unsigned nProjectedIndices, Functor binaryFunct)
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void scaleBySliceLoop (unsigned level, unsigned long idx0, unsigned level1, unsigned long idx1, ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, unsigned nFixedIndices, Functor binaryFunct)
template<typename Accumulator >
Accumulator sumBelowLoop (unsigned level, unsigned long idx0, const unsigned *limit) const
void transposeLoop (unsigned level, unsigned pos1, unsigned pos2, unsigned long idxThis, unsigned long idxRes, ArrayND &result) const
template<typename Num2 , unsigned Len2, unsigned Dim2>
void verifyProjectionCompatibility (const ArrayND< Num2, Len2, Dim2 > &projection, const unsigned *projectedIndices, unsigned nProjectedIndices) const
template<typename Num2 , unsigned Len2, unsigned Dim2>
unsigned long verifySliceCompatibility (const ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices) const

Private Attributes

Numeric * data_
unsigned dim_
unsigned long len_
Numeric localData_ [StackLen]
unsigned localShape_ [StackDim]
unsigned long localStrides_ [StackDim]
unsigned * shape_
bool shapeIsKnown_
unsigned long * strides_

Friends

class ArrayND

Detailed Description

template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
class npstat::ArrayND< Numeric, StackLen, StackDim >

A class for multidimensional array manipulation. A number of methods of this class will work only if dimensionality is limited by CHAR_BIT*sizeof(unsigned long)-1 (which is 31 and 63 on 32- and 64-bit architectures, respectively).

Depending on how much space is provided with the "StackLen" template parameter, the array data will be placed either on the stack or on the heap. By default, array data leaves on the heap unless the array has rank 0.

Depending on how much space is provided with the "StackDim" template parameter, the array strides will be placed either on the stack or on the heap. By default, strides will be placed on the stack in case the array dimensionality is ten or less.

The "Numeric" type must have a default constructor (of course, pointers to arbitrary types can be used as well).

Both StackLen and StackDim parameters must be positive.

Definition at line 48 of file ArrayND.h.


Member Typedef Documentation

template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
typedef ProperDblFromCmpl<Numeric>::type npstat::ArrayND< Numeric, StackLen, StackDim >::proper_double

Definition at line 55 of file ArrayND.h.

template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
typedef Numeric npstat::ArrayND< Numeric, StackLen, StackDim >::value_type

Definition at line 54 of file ArrayND.h.


Constructor & Destructor Documentation

template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
npstat::ArrayND< Numeric, StackLen, StackDim >::ArrayND ( )

Default constructor creates an uninitialized array. Only three things can be done safely with such an array:

1) Assigning it from another array (initialized or not).

2) Passing it as an argument to the class static method "restore".

3) Calling the "uninitialize" method.

Any other operation results in an undefined behavior (often, an exception is thrown). Note that initialized array can not be assigned from uninitialized one.

Referenced by npstat::ArrayND< Numeric, StackLen, StackDim >::ArrayND().

template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( const ArrayShape shape) [explicit]

Constructor which creates arrays with the given shape. The array data remains undefined. Simple inilitalization of the data can be performed using methods clear() or constFill(SomeValue). More complicated initialization can be done by "linearFill", "functorFill", or by setting every array element to a desired value.

Definition at line 2602 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildFromShapePtr().

        : data_(0), strides_(0), shape_(0), len_(1UL), shapeIsKnown_(true)
    {
        const unsigned sz = sh.size();
        buildFromShapePtr(sz ? &sh[0] : 0, sz);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( const unsigned *  shape,
unsigned  dim 
)

Definition at line 2610 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildFromShapePtr().

        : data_(0), strides_(0), shape_(0), len_(1UL), shapeIsKnown_(true)
    {
        buildFromShapePtr(sizes, dim);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( const ArrayND< Numeric, StackLen, StackDim > &  r)
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( const ArrayND< Num2, Len2, Dim2 > &  r)

Converting constructor. It looks more general than the copy constructor, but the actual copy constructor has to be created anyway -- otherwise the compiler will generate an incorrect default copy constructor. Note that existence of this constructor essentially disables data type safety for copying arrays -- but the code significantly gains in convenience.

Definition at line 2425 of file ArrayND.h.

References npstat::copyBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, npstat::ArrayND< Numeric, StackLen, StackDim >::len_, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, npstat::ArrayND< Numeric, StackLen, StackDim >::localShape_, npstat::ArrayND< Numeric, StackLen, StackDim >::localStrides_, npstat::makeBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

        : data_(0), strides_(0), shape_(0),
          len_(r.len_), dim_(r.dim_), shapeIsKnown_(r.shapeIsKnown_)
    {
        if (dim_)
        {
            // Copy the shape
            shape_ = makeBuffer(dim_, localShape_, Dim);
            copyBuffer(shape_, r.shape_, dim_);

            // Copy the strides
            strides_ = makeBuffer(dim_, localStrides_, Dim);
            copyBuffer(strides_, r.strides_, dim_);

            // Copy the data
            data_ = makeBuffer(len_, localData_, Len);
            copyBuffer(data_, r.data_, len_);
        }
        else
        {
            assert(len_ == 1UL);
            localData_[0] = static_cast<Numeric>(r.localData_[0]);
            data_ = localData_;
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( const ArrayND< Num2, Len2, Dim2 > &  r,
Functor  f 
)

Converting constructor where the array values are filled by a functor using values of another array as arguments

Definition at line 2453 of file ArrayND.h.

References npstat::copyBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, f, i, npstat::ArrayND< Numeric, StackLen, StackDim >::len_, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, npstat::ArrayND< Numeric, StackLen, StackDim >::localShape_, npstat::ArrayND< Numeric, StackLen, StackDim >::localStrides_, npstat::makeBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

        : data_(0), strides_(0), shape_(0),
          len_(r.len_), dim_(r.dim_), shapeIsKnown_(r.shapeIsKnown_)
    {
        if (dim_)
        {
            // Copy the shape
            shape_ = makeBuffer(dim_, localShape_, Dim);
            copyBuffer(shape_, r.shape_, dim_);

            // Copy the strides
            strides_ = makeBuffer(dim_, localStrides_, Dim);
            copyBuffer(strides_, r.strides_, dim_);

            // Copy the data
            data_ = makeBuffer(len_, localData_, Len);
            for (unsigned long i=0; i<len_; ++i)
                data_[i] = static_cast<Numeric>(f(r.data_[i]));
        }
        else
        {
            assert(len_ == 1UL);
            localData_[0] = static_cast<Numeric>(f(r.localData_[0]));
            data_ = localData_;
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( const ArrayND< Num2, Len2, Dim2 > &  from,
const ArrayRange fromRange 
)

Constructor from a subrange of another array

Definition at line 2513 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildStrides(), npstat::clearBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, npstat::ArrayRange::isCompatible(), npstat::ArrayND< Numeric, StackLen, StackDim >::len_, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, npstat::ArrayND< Numeric, StackLen, StackDim >::localShape_, npstat::ArrayRange::lowerLimits(), npstat::makeBuffer(), alignCSCRings::r, npstat::ArrayRange::rangeLength(), npstat::ArrayRange::rangeSize(), and npstat::ArrayND< Numeric, StackLen, StackDim >::shape_.

        : data_(0), strides_(0), shape_(0),
          len_(r.len_), dim_(r.dim_), shapeIsKnown_(r.shapeIsKnown_)
    {
        if (!range.isCompatible(r.shape_, r.dim_))
            throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND subrange constructor: invalid subrange");
        if (dim_)
        {
            len_ = range.rangeSize();
            if (!len_)
                throw npstat::NpstatInvalidArgument(
                    "In npstat::ArrayND subrange constructor: empty subrange");

            // Figure out the shape
            shape_ = makeBuffer(dim_, localShape_, Dim);
            range.rangeLength(shape_, dim_);

            // Figure out the strides
            buildStrides();

            // Allocate the data array
            data_ = makeBuffer(len_, localData_, Len);

            // Copy the data
            if (dim_ > CHAR_BIT*sizeof(unsigned long))
                throw npstat::NpstatInvalidArgument(
                    "In npstat::ArrayND subrange constructor: "
                    "input array rank is too large");
            unsigned lolim[CHAR_BIT*sizeof(unsigned long)];
            range.lowerLimits(lolim, dim_);
            unsigned toBuf[CHAR_BIT*sizeof(unsigned long)];
            clearBuffer(toBuf, dim_);
            (const_cast<ArrayND<Num2, Len2, Dim2>&>(r)).commonSubrangeLoop(
                0U, 0UL, 0UL, lolim, shape_, toBuf, *this,
                scast_assign_right<Num2,Numeric>());
        }
        else
        {
            assert(len_ == 1UL);
            localData_[0] = static_cast<Numeric>(r.localData_[0]);
            data_ = localData_;
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( const ArrayND< Num2, Len2, Dim2 > &  from,
const ArrayRange fromRange,
Functor  f 
)

Similar constructor with a transforming functor

Definition at line 2561 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildStrides(), npstat::ArrayND< Numeric, StackLen, StackDim >::copyRangeLoopFunct(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, f, i, npstat::ArrayRange::isCompatible(), npstat::ArrayND< Numeric, StackLen, StackDim >::len_, npstat::ArrayND< Numeric, StackLen, StackDim >::length(), npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, npstat::ArrayND< Numeric, StackLen, StackDim >::localShape_, npstat::makeBuffer(), npstat::ArrayRange::rangeSize(), and npstat::ArrayND< Numeric, StackLen, StackDim >::shape_.

        : data_(0), strides_(0), shape_(0),
          len_(r.len_), dim_(r.dim_), shapeIsKnown_(r.shapeIsKnown_)
    {
        if (!range.isCompatible(r.shape_, r.dim_))
            throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND transforming subrange constructor: "
                "incompatible subrange");
        if (dim_)
        {
            len_ = range.rangeSize();
            if (!len_)
                throw npstat::NpstatInvalidArgument(
                    "In npstat::ArrayND transforming subrange constructor: "
                    "empty subrange");

            // Figure out the shape
            shape_ = makeBuffer(dim_, localShape_, Dim);
            for (unsigned i=0; i<dim_; ++i)
                shape_[i] = range[i].length();

            // Figure out the strides
            buildStrides();

            // Allocate the data array
            data_ = makeBuffer(len_, localData_, Len);

            // Transform the data
            copyRangeLoopFunct(0U, 0UL, 0UL, r, range, f);
        }
        else
        {
            assert(len_ == 1UL);
            localData_[0] = static_cast<Numeric>(f(r.localData_[0]));
            data_ = localData_;
        }
    }
template<typename Numeric , unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
npstat::ArrayND< Numeric, StackLen, StackDim >::ArrayND ( const ArrayND< Num2, Len2, Dim2 > &  slicedArray,
const unsigned *  indices,
unsigned  nIndices 
)

Constructor from a slice of another array. The data of the constructed array remains undefined. The argument "indices" lists either the array indices whose numbers will be fixed when slicing is performed or the indices which will be iterated over during projections (for example, array values may be summed over these indices). These indices will be excluded from the constructed array. The created array can be subsequently used with methods "exportSlice", "importSlice", "project", etc. of the parent array "slicedArray".

Definition at line 1630 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::ArrayND(), npstat::ArrayND< Numeric, StackLen, StackDim >::buildStrides(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, j, npstat::ArrayND< Numeric, StackLen, StackDim >::len_, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, npstat::ArrayND< Numeric, StackLen, StackDim >::localShape_, npstat::makeBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_.

        : data_(0), strides_(0), shape_(0),
          len_(1UL), dim_(slicedArray.dim_ - nFixedIndices),
          shapeIsKnown_(true)
    {
        if (nFixedIndices)
        {
            assert(fixedIndices);
            if (nFixedIndices > slicedArray.dim_) throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND slicing constructor: too many fixed indices");
            if (!slicedArray.shapeIsKnown_) throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND slicing constructor: "
                "uninitialized argument array");

            // Check that the fixed indices are within range
            for (unsigned j=0; j<nFixedIndices; ++j)
                if (fixedIndices[j] >= slicedArray.dim_)
                    throw npstat::NpstatOutOfRange("In npstat::ArrayND slicing "
                        "constructor: fixed index out of range");

            // Build the shape for the slice
            shape_ = makeBuffer(dim_, localShape_, StackDim);
            unsigned idim = 0;
            for (unsigned i=0; i<slicedArray.dim_; ++i)
            {
                bool fixed = false;
                for (unsigned j=0; j<nFixedIndices; ++j)
                    if (fixedIndices[j] == i)
                    {
                        fixed = true;
                        break;
                    }
                if (!fixed)
                {
                    assert(idim < dim_);
                    shape_[idim++] = slicedArray.shape_[i];
                }
            }
            assert(idim == dim_);

            if (dim_)
            {
                // Copy the array shape and figure out the array length
                for (unsigned i=0; i<dim_; ++i)
                    len_ *= shape_[i];

                // Figure out the array strides
                buildStrides();

                // Allocate the data array
                data_ = makeBuffer(len_, localData_, StackLen);
            }
            else
            {
                localData_[0] = Numeric();
                data_ = localData_;
            }
        }
        else
        {
            new (this) ArrayND(slicedArray);
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num1 , unsigned Len1, unsigned Dim1, typename Num2 , unsigned Len2, unsigned Dim2>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( const ArrayND< Num1, Len1, Dim1 > &  a1,
const ArrayND< Num2, Len2, Dim2 > &  a2 
)

Outer product constructor

Definition at line 2839 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildStrides(), npstat::copyBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, npstat::ArrayND< Numeric, StackLen, StackDim >::len_, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, npstat::ArrayND< Numeric, StackLen, StackDim >::localShape_, npstat::makeBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::outerProductLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_.

        : data_(0), strides_(0), shape_(0),
          len_(1UL), dim_(a1.dim_ + a2.dim_), shapeIsKnown_(true)
    {
        if (!(a1.shapeIsKnown_ && a2.shapeIsKnown_))
            throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND outer product constructor: "
                "uninitialized argument array");
        if (dim_)
        {
            shape_ = makeBuffer(dim_, localShape_, Dim);
            copyBuffer(shape_, a1.shape_, a1.dim_);
            copyBuffer(shape_+a1.dim_, a2.shape_, a2.dim_);

            for (unsigned i=0; i<dim_; ++i)
            {
                assert(shape_[i]);
                len_ *= shape_[i];
            }

            // Figure out the array strides
            buildStrides();

            // Allocate the data array
            data_ = makeBuffer(len_, localData_, Len);

            // Fill the data array
            if (a1.dim_ == 0)
            {
                for (unsigned long i=0; i<len_; ++i)
                    data_[i] = a1.localData_[0] * a2.data_[i];
            }
            else if (a2.dim_ == 0)
            {
                for (unsigned long i=0; i<len_; ++i)
                    data_[i] = a1.data_[i] * a2.localData_[0];
            }
            else
                outerProductLoop(0U, 0UL, 0UL, 0UL, a1, a2);
        }
        else
        {
            localData_[0] = a1.localData_[0] * a2.localData_[0];
            data_ = localData_;
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( unsigned  n0) [explicit]

Constructor in which the spans are explicitly provided for each dimension. The array data remains undefined.

Definition at line 2618 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildFromShapePtr(), and n0.

        : data_(0), strides_(0), shape_(0), len_(1UL), shapeIsKnown_(true)
    {
        const unsigned dim = 1U;
        unsigned sizes[dim];
        sizes[0] = n0;
        buildFromShapePtr(sizes, dim);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( unsigned  n0,
unsigned  n1 
)

Definition at line 2628 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildFromShapePtr(), and n0.

        : data_(0), strides_(0), shape_(0), len_(1UL), shapeIsKnown_(true)
    {
        const unsigned dim = 2U;
        unsigned sizes[dim];
        sizes[0] = n0;
        sizes[1] = n1;
        buildFromShapePtr(sizes, dim);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( unsigned  n0,
unsigned  n1,
unsigned  n2 
)

Definition at line 2640 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildFromShapePtr(), and n0.

        : data_(0), strides_(0), shape_(0), len_(1UL), shapeIsKnown_(true)
    {
        const unsigned dim = 3U;
        unsigned sizes[dim];
        sizes[0] = n0;
        sizes[1] = n1;
        sizes[2] = n2;
        buildFromShapePtr(sizes, dim);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( unsigned  n0,
unsigned  n1,
unsigned  n2,
unsigned  n3 
)

Definition at line 2654 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildFromShapePtr(), and n0.

        : data_(0), strides_(0), shape_(0), len_(1UL), shapeIsKnown_(true)
    {
        const unsigned dim = 4U;
        unsigned sizes[dim];
        sizes[0] = n0;
        sizes[1] = n1;
        sizes[2] = n2;
        sizes[3] = n3;
        buildFromShapePtr(sizes, dim);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( unsigned  n0,
unsigned  n1,
unsigned  n2,
unsigned  n3,
unsigned  n4 
)

Definition at line 2670 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildFromShapePtr(), and n0.

        : data_(0), strides_(0), shape_(0), len_(1UL), shapeIsKnown_(true)
    {
        const unsigned dim = 5U;
        unsigned sizes[dim];
        sizes[0] = n0;
        sizes[1] = n1;
        sizes[2] = n2;
        sizes[3] = n3;
        sizes[4] = n4;
        buildFromShapePtr(sizes, dim);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( unsigned  n0,
unsigned  n1,
unsigned  n2,
unsigned  n3,
unsigned  n4,
unsigned  n5 
)

Definition at line 2688 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildFromShapePtr(), and n0.

        : data_(0), strides_(0), shape_(0), len_(1UL), shapeIsKnown_(true)
    {
        const unsigned dim = 6U;
        unsigned sizes[dim];
        sizes[0] = n0;
        sizes[1] = n1;
        sizes[2] = n2;
        sizes[3] = n3;
        sizes[4] = n4;
        sizes[5] = n5;
        buildFromShapePtr(sizes, dim);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( unsigned  n0,
unsigned  n1,
unsigned  n2,
unsigned  n3,
unsigned  n4,
unsigned  n5,
unsigned  n6 
)

Definition at line 2708 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildFromShapePtr(), and n0.

        : data_(0), strides_(0), shape_(0), len_(1UL), shapeIsKnown_(true)
    {
        const unsigned dim = 7U;
        unsigned sizes[dim];
        sizes[0] = n0;
        sizes[1] = n1;
        sizes[2] = n2;
        sizes[3] = n3;
        sizes[4] = n4;
        sizes[5] = n5;
        sizes[6] = n6;
        buildFromShapePtr(sizes, dim);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( unsigned  n0,
unsigned  n1,
unsigned  n2,
unsigned  n3,
unsigned  n4,
unsigned  n5,
unsigned  n6,
unsigned  n7 
)

Definition at line 2730 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildFromShapePtr(), and n0.

        : data_(0), strides_(0), shape_(0), len_(1UL), shapeIsKnown_(true)
    {
        const unsigned dim = 8U;
        unsigned sizes[dim];
        sizes[0] = n0;
        sizes[1] = n1;
        sizes[2] = n2;
        sizes[3] = n3;
        sizes[4] = n4;
        sizes[5] = n5;
        sizes[6] = n6;
        sizes[7] = n7;
        buildFromShapePtr(sizes, dim);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( unsigned  n0,
unsigned  n1,
unsigned  n2,
unsigned  n3,
unsigned  n4,
unsigned  n5,
unsigned  n6,
unsigned  n7,
unsigned  n8 
)

Definition at line 2754 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildFromShapePtr(), and n0.

        : data_(0), strides_(0), shape_(0), len_(1UL), shapeIsKnown_(true)
    {
        const unsigned dim = 9U;
        unsigned sizes[dim];
        sizes[0] = n0;
        sizes[1] = n1;
        sizes[2] = n2;
        sizes[3] = n3;
        sizes[4] = n4;
        sizes[5] = n5;
        sizes[6] = n6;
        sizes[7] = n7;
        sizes[8] = n8;
        buildFromShapePtr(sizes, dim);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::ArrayND ( unsigned  n0,
unsigned  n1,
unsigned  n2,
unsigned  n3,
unsigned  n4,
unsigned  n5,
unsigned  n6,
unsigned  n7,
unsigned  n8,
unsigned  n9 
)

Definition at line 2780 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildFromShapePtr(), and n0.

        : data_(0), strides_(0), shape_(0), len_(1UL), shapeIsKnown_(true)
    {
        const unsigned dim = 10U;
        unsigned sizes[dim];
        sizes[0] = n0;
        sizes[1] = n1;
        sizes[2] = n2;
        sizes[3] = n3;
        sizes[4] = n4;
        sizes[5] = n5;
        sizes[6] = n6;
        sizes[7] = n7;
        sizes[8] = n8;
        sizes[9] = n9;
        buildFromShapePtr(sizes, dim);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
npstat::ArrayND< Numeric, Len, Dim >::~ArrayND ( ) [inline]

Member Function Documentation

template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num3 , typename Num2 , unsigned Len2, unsigned Dim2>
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::addmul ( const ArrayND< Num2, Len2, Dim2 > &  r,
const Num3 &  c 
)

This method is equivalent to (but faster than) += r*c

Definition at line 4403 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, and i.

    {
        if (!isShapeCompatible(r)) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::addmul: "
            "incompatible argument array shape");
        for (unsigned long i=0; i<len_; ++i)
            data_[i] += r.data_[i]*c;
        return *this;
    }
template<typename Numeric, unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 >
void npstat::ArrayND< Numeric, StackLen, StackDim >::addToProjection ( ArrayND< Num2, Len2, Dim2 > *  projection,
AbsArrayProjector< Numeric, Num3 > &  projector,
const unsigned *  projectedIndices,
unsigned  nProjectedIndices 
) const

Similar method to "project", but projections are added to (or subtracted from) the existing projection data instead of replacing them

Definition at line 1987 of file ArrayND.h.

References npstat::destroyBuffer(), i, and npstat::makeBuffer().

    {
        assert(projection);
        verifyProjectionCompatibility(*projection, projectedIndices,
                                      nProjectedIndices);
        unsigned ibuf[StackDim];
        unsigned* buf = makeBuffer(dim_, ibuf, StackDim);
        for (unsigned i=0; i<dim_; ++i)
            buf[i] = 0U;
        projectLoop(0U, 0UL, 0U, 0UL, buf, projection,
                    projector, projectedIndices, nProjectedIndices,
                    scast_pluseq_left<Num2,Num3>());        
        destroyBuffer(buf, ibuf);
    }
template<typename Numeric, unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 >
void npstat::ArrayND< Numeric, StackLen, StackDim >::addToProjection ( ArrayND< Num2, Len2, Dim2 > *  projection,
AbsVisitor< Numeric, Num3 > &  projector,
const unsigned *  projectedIndices,
unsigned  nProjectedIndices 
) const

Definition at line 2119 of file ArrayND.h.

    {
        assert(projection);
        verifyProjectionCompatibility(*projection, projectedIndices,
                                      nProjectedIndices);
        projectLoop2(0U, 0UL, 0U, 0UL, projection,
                     projector, projectedIndices, nProjectedIndices,
                     scast_pluseq_left<Num2,Num3>());
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<class Functor >
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::apply ( Functor  f)

This method applies a single-argument functor to each element of the array (in-place). The result returned by the functor becomes the new value of the element. There must be a conversion (static cast) from the functor result to the "Numeric" type. The method returns *this which allows for chaining of such methods. Use the transforming constructor if you want a new array instead.

Definition at line 4562 of file ArrayND.h.

References f, and i.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"apply\"");
        for (unsigned long i=0; i<len_; ++i)
            data_[i] = static_cast<Numeric>(f(data_[i]));
        return *this;
    }
template<typename Numeric , unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, StackLen, StackDim >::applySlice ( ArrayND< Num2, Len2, Dim2 > &  slice,
const unsigned *  fixedIndices,
unsigned  nFixedIndices,
Functor  binaryFunct 
)

This method applies the values in the slice to all other coresponding values in the array. This can be used, for example, to multiply/divide by some factor which varies across the slice. The slice values will be used as the right functor argument.

Definition at line 2235 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, and npstat::ArrayND< Numeric, StackLen, StackDim >::localData_.

Referenced by npstat::ArrayND< Num1, Len1, Dim1 >::multiplyBySlice().

    {
        if (nFixedIndices)
        {
            verifyProjectionCompatibility(slice, fixedIndices, nFixedIndices);
            if (slice.dim_ == 0U)
                for (unsigned long i=0; i<len_; ++i)
                    binaryFunct(data_[i], slice.localData_[0]);
            else
                scaleBySliceLoop(0U, 0UL, 0U, 0UL, slice,
                                 fixedIndices, nFixedIndices, binaryFunct);
        }
        else
            jointScan(slice, binaryFunct);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::assign ( const ArrayND< Num2, Len2, Dim2 > &  r,
Functor  f 
)

Converting assignment method with a transforming functor

Definition at line 2957 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, f, i, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, and npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_.

    {
        if (shapeIsKnown_)
        {
            if (!r.shapeIsKnown_) throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND::assign: uninitialized argument array");
            if (!isShapeCompatible(r)) throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND::assign: incompatible argument array shape");
            if (dim_)
                for (unsigned long i=0; i<len_; ++i)
                    data_[i] = static_cast<Numeric>(f(r.data_[i]));
            else
                localData_[0] = static_cast<Numeric>(f(r.localData_[0]));
        }
        else
        {
            // This object is uninitialized. If the object on the
            // right is itself initialized, build new array in place.
            if (r.shapeIsKnown_)
                new (this) ArrayND(r, f);
        }
        return *this;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3 
) const

Definition at line 3668 of file ArrayND.h.

    {
        if (4U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 4 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 4)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 4)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 4)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 4)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + i3];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4 
)

Definition at line 3917 of file ArrayND.h.

    {
        if (5U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 5 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 5)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 5)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 5)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 5)");
        if (i4 >= shape_[4]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 4 out of range (rank 5)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4 
) const

Definition at line 3688 of file ArrayND.h.

    {
        if (5U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 5 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 5)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 5)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 5)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 5)");
        if (i4 >= shape_[4]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 4 out of range (rank 5)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5 
)

Definition at line 3941 of file ArrayND.h.

    {
        if (6U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 6 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 6)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 6)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 6)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 6)");
        if (i4 >= shape_[4]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 4 out of range (rank 6)");
        if (i5 >= shape_[5]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 5 out of range (rank 6)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5 
) const

Definition at line 3712 of file ArrayND.h.

    {
        if (6U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 6 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 6)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 6)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 6)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 6)");
        if (i4 >= shape_[4]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 4 out of range (rank 6)");
        if (i5 >= shape_[5]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 5 out of range (rank 6)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6 
)

Definition at line 3968 of file ArrayND.h.

    {
        if (7U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 7 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 7)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 7)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 7)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 7)");
        if (i4 >= shape_[4]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 4 out of range (rank 7)");
        if (i5 >= shape_[5]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 5 out of range (rank 7)");
        if (i6 >= shape_[6]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 6 out of range (rank 7)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] + i6];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6 
) const

Definition at line 3739 of file ArrayND.h.

    {
        if (7U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 7 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 7)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 7)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 7)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 7)");
        if (i4 >= shape_[4]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 4 out of range (rank 7)");
        if (i5 >= shape_[5]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 5 out of range (rank 7)");
        if (i6 >= shape_[6]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 6 out of range (rank 7)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] + i6];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6,
unsigned  i7 
)

Definition at line 3998 of file ArrayND.h.

    {
        if (8U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 8 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 8)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 8)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 8)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 8)");
        if (i4 >= shape_[4]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 4 out of range (rank 8)");
        if (i5 >= shape_[5]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 5 out of range (rank 8)");
        if (i6 >= shape_[6]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 6 out of range (rank 8)");
        if (i7 >= shape_[7]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 7 out of range (rank 8)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] +
                     i6*strides_[6] + i7];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6,
unsigned  i7 
) const

Definition at line 3769 of file ArrayND.h.

    {
        if (8U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 8 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 8)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 8)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 8)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 8)");
        if (i4 >= shape_[4]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 4 out of range (rank 8)");
        if (i5 >= shape_[5]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 5 out of range (rank 8)");
        if (i6 >= shape_[6]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 6 out of range (rank 8)");
        if (i7 >= shape_[7]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 7 out of range (rank 8)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] +
                     i6*strides_[6] + i7];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6,
unsigned  i7,
unsigned  i8 
)

Definition at line 4032 of file ArrayND.h.

    {
        if (9U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 9 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 9)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 9)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 9)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 9)");
        if (i4 >= shape_[4]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 4 out of range (rank 9)");
        if (i5 >= shape_[5]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 5 out of range (rank 9)");
        if (i6 >= shape_[6]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 6 out of range (rank 9)");
        if (i7 >= shape_[7]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 7 out of range (rank 9)");
        if (i8 >= shape_[8]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 8 out of range (rank 9)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] +
                     i6*strides_[6] + i7*strides_[7] + i8];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6,
unsigned  i7,
unsigned  i8 
) const

Definition at line 3803 of file ArrayND.h.

    {
        if (9U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 9 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 9)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 9)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 9)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 9)");
        if (i4 >= shape_[4]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 4 out of range (rank 9)");
        if (i5 >= shape_[5]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 5 out of range (rank 9)");
        if (i6 >= shape_[6]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 6 out of range (rank 9)");
        if (i7 >= shape_[7]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 7 out of range (rank 9)");
        if (i8 >= shape_[8]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 8 out of range (rank 9)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] +
                     i6*strides_[6] + i7*strides_[7] + i8];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6,
unsigned  i7,
unsigned  i8,
unsigned  i9 
)

Definition at line 4069 of file ArrayND.h.

    {
        if (10U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 10 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 10)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 10)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 10)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 10)");
        if (i4 >= shape_[4]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 4 out of range (rank 10)");
        if (i5 >= shape_[5]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 5 out of range (rank 10)");
        if (i6 >= shape_[6]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 6 out of range (rank 10)");
        if (i7 >= shape_[7]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 7 out of range (rank 10)");
        if (i8 >= shape_[8]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 8 out of range (rank 10)");
        if (i9 >= shape_[9]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 9 out of range (rank 10)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] +
                     i6*strides_[6] + i7*strides_[7] + i8*strides_[8] + i9];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6,
unsigned  i7,
unsigned  i8,
unsigned  i9 
) const

Definition at line 3840 of file ArrayND.h.

    {
        if (10U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 10 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 10)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 10)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 10)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 10)");
        if (i4 >= shape_[4]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 4 out of range (rank 10)");
        if (i5 >= shape_[5]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 5 out of range (rank 10)");
        if (i6 >= shape_[6]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 6 out of range (rank 10)");
        if (i7 >= shape_[7]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 7 out of range (rank 10)");
        if (i8 >= shape_[8]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 8 out of range (rank 10)");
        if (i9 >= shape_[9]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 9 out of range (rank 10)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] +
                     i6*strides_[6] + i7*strides_[7] + i8*strides_[8] + i9];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( )

Fortran-style subscripting with bounds checking (of course, with indices starting at 0).

Definition at line 3321 of file ArrayND.h.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"at\"");
        if (dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 0 array)");
        return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( ) const

Definition at line 3311 of file ArrayND.h.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"at\"");
        if (dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 0 array)");
        return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0)

Definition at line 3342 of file ArrayND.h.

    {
        if (1U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 1 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 1)");
        return data_[i0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0) const

Definition at line 3331 of file ArrayND.h.

    {
        if (1U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 1 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 1)");
        return data_[i0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1 
)

Definition at line 3387 of file ArrayND.h.

    {
        if (2U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 2 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 2)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 2)");
        return data_[i0*strides_[0] + i1];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1 
) const

Definition at line 3373 of file ArrayND.h.

    {
        if (2U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 2 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 2)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 2)");
        return data_[i0*strides_[0] + i1];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2 
)

Definition at line 3880 of file ArrayND.h.

    {
        if (3U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 3 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 3)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 3)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 3)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2 
) const

Definition at line 3651 of file ArrayND.h.

    {
        if (3U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 3 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 3)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 3)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 3)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3 
)

Definition at line 3897 of file ArrayND.h.

    {
        if (4U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::at: wrong # of args (not rank 4 array)");
        if (i0 >= shape_[0]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 0 out of range (rank 4)");
        if (i1 >= shape_[1]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 1 out of range (rank 4)");
        if (i2 >= shape_[2]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 2 out of range (rank 4)");
        if (i3 >= shape_[3]) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::at: index 3 out of range (rank 4)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + i3];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
void npstat::ArrayND< Numeric, Len, Dim >::buildFromShapePtr ( const unsigned *  sizes,
unsigned  dim 
) [private]

Definition at line 1594 of file ArrayND.h.

References i, and npstat::makeBuffer().

Referenced by npstat::ArrayND< Numeric, StackLen, StackDim >::ArrayND().

    {
        dim_ = dim;
        if (dim_)
        {
            assert(sizes);
            for (unsigned i=0; i<dim_; ++i)
                if (sizes[i] == 0)
                    throw npstat::NpstatInvalidArgument(
                        "In npstat::ArrayND::buildFromShapePtr: "
                        "detected span of zero");

            // Copy the array shape and figure out the array length
            shape_ = makeBuffer(dim_, localShape_, Dim);
            for (unsigned i=0; i<dim_; ++i)
            {
                shape_[i] = sizes[i];
                len_ *= shape_[i];
            }

            // Figure out the array strides
            buildStrides();

            // Allocate the data array
            data_ = makeBuffer(len_, localData_, Len);
        }
        else
        {
            localData_[0] = Numeric();
            data_ = localData_;
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
void npstat::ArrayND< Numeric, Len, Dim >::buildStrides ( ) [private]

Definition at line 2377 of file ArrayND.h.

References j, and npstat::makeBuffer().

Referenced by npstat::ArrayND< Numeric, StackLen, StackDim >::ArrayND(), and npstat::ArrayND< Numeric, StackLen, StackDim >::restore().

    {
        assert(dim_);
        if (strides_ == 0)
            strides_ = makeBuffer(dim_, localStrides_, Dim);
        strides_[dim_ - 1] = 1UL;
        for (unsigned j=dim_ - 1; j>0; --j)
            strides_[j - 1] = strides_[j]*shape_[j];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Accumulator >
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::cdfArray ( double  scale = 1.0) const

The operation inverse to "derivative". Constructs multivariate cumulative density function.

Definition at line 5173 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::convertLinearIndex(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, npstat::ArrayND< Numeric, StackLen, StackDim >::length(), query::result, pileupReCalc_HLTpaths::scale, npstat::ArrayND< Numeric, StackLen, StackDim >::strides_, and relativeConstraints::value.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"cdfArray\"");
        if (!dim_) throw npstat::NpstatInvalidArgument(
            "npstat::ArrayND::cdfArray method "
            "can not be used with array of 0 rank");

        const proper_double scale = inscale;
        const unsigned maxdim = CHAR_BIT*sizeof(unsigned long);
        if (dim_ >= maxdim)
            throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND::cdfArray: array rank is too large");
        const unsigned long maxcycle = 1UL << dim_;

        ArrayShape sh;
        sh.reserve(dim_);
        for (unsigned i=0; i<dim_; ++i)
            sh.push_back(shape_[i] + 1U);

        ArrayND<Accumulator> result(sh);

        unsigned* psh = &sh[0];
        const unsigned long len = result.length();
        for (unsigned long ipre=0; ipre<len; ++ipre)
        {
            result.convertLinearIndex(ipre, psh, dim_);
            Accumulator deriv = Accumulator();
            bool has0 = false;
            for (unsigned i=0; i<dim_; ++i)
                if (psh[i]-- == 0U)
                {
                    has0 = true;
                    break;
                }
            if (!has0)
            {
                for (unsigned long icycle=0UL; icycle<maxcycle; ++icycle)
                {
                    unsigned long icell = 0UL;
                    unsigned n1 = 0U;
                    for (unsigned i=0; i<dim_; ++i)
                    {
                        if (icycle & (1UL << i))
                        {
                            ++n1;
                            icell += result.strides_[i]*(psh[i] + 1);
                        }
                        else
                            icell += result.strides_[i]*psh[i];
                    }
                    if (n1 < dim_)
                    {
                        if ((dim_ - n1) % 2U)
                            deriv += result.data_[icell];
                        else
                            deriv -= result.data_[icell];
                    }
                }
                deriv += static_cast<Accumulator>(value(psh, dim_)*scale);
            }
            result.data_[ipre] = deriv;
        }

        // The "return" will convert Accumulator type into Numeric
        return result;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Accumulator >
Accumulator npstat::ArrayND< Numeric, Len, Dim >::cdfValue ( const unsigned *  index,
unsigned  indexLen 
) const

Calculate just one multivariate cumulative density function value. Point with given index will be included in the sum.

Definition at line 5154 of file ArrayND.h.

References i, and getHLTprescales::index.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"cdfValue\"");
        if (!dim_) throw npstat::NpstatInvalidArgument(
            "npstat::ArrayND::cdfValue method "
            "can not be used with array of 0 rank");
        if (indexLen != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cdfValue: incompatible index length");
        for (unsigned i=0; i<indexLen; ++i)
            if (index[i] >= shape_[i])
                throw npstat::NpstatOutOfRange(
                    "In npstat::ArrayND::cdfValue: index out of range");
        return sumBelowLoop<Accumulator>(0, 0U, index);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, Len, Dim >::circularFlatLoop ( unsigned  level,
unsigned long  idx0,
unsigned long  idx1,
const unsigned *  thisCorner,
const unsigned *  range,
const unsigned *  otherCorner,
ArrayND< Num2, Len2, Dim2 > &  other,
Functor  binaryFunct 
) [private]

Definition at line 1402 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, testEve_cfg::level, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

    {
        const unsigned imax = range[level];
        const unsigned leftShift = thisCorner[level];
        const unsigned leftPeriod = shape_[level];

        if (level == dim_ - 1)
        {
            Numeric* left = data_ + idx0;
            Num2* right = r.data_ + (idx1 + otherCorner[level]);
            Num2* const rMax = r.data_ + (idx1 + r.shape_[level]);

            for (unsigned i=0; i<imax && right<rMax; ++i)
                binaryFunct(left[(i+leftShift)%leftPeriod], *right++);
        }
        else
        {
            const unsigned long leftStride = strides_[level];
            const unsigned long rightStride = r.strides_[level];
            const unsigned long rightMax = idx1 + r.shape_[level]*rightStride;
            idx1 += otherCorner[level]*rightStride;

            for (unsigned i=0; i<imax && idx1<rightMax; ++i, idx1+=rightStride)
                circularFlatLoop(
                    level+1, idx0+((i+leftShift)%leftPeriod)*leftStride,
                    idx1, thisCorner, range, otherCorner, r, binaryFunct);
        }
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, StackLen, StackDim >::circularFlatScan ( ArrayND< Num2, Len2, Dim2 > &  other,
const unsigned *  thisCorner,
const unsigned *  range,
const unsigned *  otherCorner,
unsigned  arrLen,
Functor  binaryFunct 
)

Method similar to "jointSubrangeScan" in which the topology of this array is assumed to be hypertoroidal and the other array flat

template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( ) [inline]

Subscripting by continuous coordinate. Works similar to the "closest" method.

Definition at line 5661 of file ArrayND.h.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"cl\"");
        if (dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 0 array)");
        return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( ) const [inline]

Definition at line 5471 of file ArrayND.h.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"cl\"");
        if (dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 0 array)");
        return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0) [inline]

Definition at line 5671 of file ArrayND.h.

    {
        if (1U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 1 array)");
        return data_[coordToIndex(i0, 0)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0) const [inline]

Definition at line 5481 of file ArrayND.h.

    {
        if (1U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 1 array)");
        return data_[coordToIndex(i0, 0)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1 
) [inline]

Definition at line 5680 of file ArrayND.h.

    {
        if (2U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 2 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3,
double  x4,
double  x5,
double  x6,
double  x7,
double  x8 
) [inline]

Definition at line 5799 of file ArrayND.h.

    {
        if (9U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 9 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)*strides_[3] + 
                     coordToIndex(i4, 4)*strides_[4] + 
                     coordToIndex(i5, 5)*strides_[5] +
                     coordToIndex(i6, 6)*strides_[6] + 
                     coordToIndex(i7, 7)*strides_[7] + 
                     coordToIndex(i8, 8)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1 
) const [inline]

Definition at line 5490 of file ArrayND.h.

    {
        if (2U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 2 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2 
) [inline]

Definition at line 5691 of file ArrayND.h.

    {
        if (3U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 3 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2 
) const [inline]

Definition at line 5501 of file ArrayND.h.

    {
        if (3U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 3 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3,
double  x4,
double  x5,
double  x6 
) [inline]

Definition at line 5755 of file ArrayND.h.

    {
        if (7U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 7 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)*strides_[3] + 
                     coordToIndex(i4, 4)*strides_[4] + 
                     coordToIndex(i5, 5)*strides_[5] +
                     coordToIndex(i6, 6)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3 
) [inline]

Definition at line 5704 of file ArrayND.h.

    {
        if (4U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 4 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3 
) const [inline]

Definition at line 5514 of file ArrayND.h.

    {
        if (4U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 4 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3,
double  x4 
) [inline]

Definition at line 5719 of file ArrayND.h.

    {
        if (5U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 5 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)*strides_[3] + 
                     coordToIndex(i4, 4)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3,
double  x4 
) const [inline]

Definition at line 5529 of file ArrayND.h.

    {
        if (5U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 5 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)*strides_[3] + 
                     coordToIndex(i4, 4)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3,
double  x4,
double  x5 
) [inline]

Definition at line 5736 of file ArrayND.h.

    {
        if (6U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 6 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)*strides_[3] + 
                     coordToIndex(i4, 4)*strides_[4] + 
                     coordToIndex(i5, 5)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3,
double  x4,
double  x5 
) const [inline]

Definition at line 5546 of file ArrayND.h.

    {
        if (6U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 6 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)*strides_[3] + 
                     coordToIndex(i4, 4)*strides_[4] + 
                     coordToIndex(i5, 5)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3,
double  x4,
double  x5,
double  x6 
) const [inline]

Definition at line 5565 of file ArrayND.h.

    {
        if (7U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 7 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)*strides_[3] + 
                     coordToIndex(i4, 4)*strides_[4] + 
                     coordToIndex(i5, 5)*strides_[5] +
                     coordToIndex(i6, 6)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3,
double  x4,
double  x5,
double  x6,
double  x7 
) [inline]

Definition at line 5776 of file ArrayND.h.

    {
        if (8U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 8 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)*strides_[3] + 
                     coordToIndex(i4, 4)*strides_[4] + 
                     coordToIndex(i5, 5)*strides_[5] +
                     coordToIndex(i6, 6)*strides_[6] + 
                     coordToIndex(i7, 7)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3,
double  x4,
double  x5,
double  x6,
double  x7 
) const [inline]

Definition at line 5586 of file ArrayND.h.

    {
        if (8U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 8 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)*strides_[3] + 
                     coordToIndex(i4, 4)*strides_[4] + 
                     coordToIndex(i5, 5)*strides_[5] +
                     coordToIndex(i6, 6)*strides_[6] + 
                     coordToIndex(i7, 7)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3,
double  x4,
double  x5,
double  x6,
double  x7,
double  x8,
double  x9 
) [inline]

Definition at line 5824 of file ArrayND.h.

    {
        if (10U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 10 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)*strides_[3] + 
                     coordToIndex(i4, 4)*strides_[4] + 
                     coordToIndex(i5, 5)*strides_[5] +
                     coordToIndex(i6, 6)*strides_[6] + 
                     coordToIndex(i7, 7)*strides_[7] + 
                     coordToIndex(i8, 8)*strides_[8] +
                     coordToIndex(i9, 9)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3,
double  x4,
double  x5,
double  x6,
double  x7,
double  x8,
double  x9 
) const [inline]

Definition at line 5634 of file ArrayND.h.

    {
        if (10U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 10 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)*strides_[3] + 
                     coordToIndex(i4, 4)*strides_[4] + 
                     coordToIndex(i5, 5)*strides_[5] +
                     coordToIndex(i6, 6)*strides_[6] + 
                     coordToIndex(i7, 7)*strides_[7] + 
                     coordToIndex(i8, 8)*strides_[8] +
                     coordToIndex(i9, 9)];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::cl ( double  x0,
double  x1,
double  x2,
double  x3,
double  x4,
double  x5,
double  x6,
double  x7,
double  x8 
) const [inline]

Definition at line 5609 of file ArrayND.h.

    {
        if (9U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::cl: wrong # of args (not rank 9 array)");
        return data_[coordToIndex(i0, 0)*strides_[0] + 
                     coordToIndex(i1, 1)*strides_[1] + 
                     coordToIndex(i2, 2)*strides_[2] + 
                     coordToIndex(i3, 3)*strides_[3] + 
                     coordToIndex(i4, 4)*strides_[4] + 
                     coordToIndex(i5, 5)*strides_[5] +
                     coordToIndex(i6, 6)*strides_[6] + 
                     coordToIndex(i7, 7)*strides_[7] + 
                     coordToIndex(i8, 8)];
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
gs::ClassId npstat::ArrayND< Numeric, StackLen, StackDim >::classId ( ) const [inline]

Methods related to "geners" I/O

Definition at line 991 of file ArrayND.h.

{return gs::ClassId(*this);}
template<typename Numeric , unsigned StackLen, unsigned StackDim>
const char * npstat::ArrayND< Numeric, StackLen, StackDim >::classname ( ) [static]

Definition at line 5851 of file ArrayND.h.

References mergeVDriftHistosByStation::name, and AlCaHLTBitMon_QueryRunRegistry::string.

    {
        static const std::string name(
            gs::template_class_name<Numeric>("npstat::ArrayND"));
        return name.c_str();
    }
template<typename Numeric , unsigned Len, unsigned Dim>
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::clear ( void  ) [inline]

Zero the array out (every datum becomes Numeric())

Definition at line 4595 of file ArrayND.h.

    {
        return constFill(Numeric());
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::closest ( const double *  x,
unsigned  xDim 
) [inline]

Closest value accessor (works as if the array allows access with non-integer indices). For example, the second point in some dimension will be accessed in case the coordinate in that dimension is between 0.5 and 1.5. This function can be used, for example, for implementing simple N-D histogramming or for closest value interpolation and extrapolation.

Definition at line 3205 of file ArrayND.h.

References i, and customizeTrackingMonitorSeedNumber::idx.

Referenced by npstat::Private::ArrayMapper< Num1, Len1, Dim1, Num2, Len2, Dim2 >::operator()().

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"closest\"");
        if (dim != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::closest: incompatible data length");
        if (dim)
        {
            assert(x);
            unsigned long idx = 0UL;
            for (unsigned i=0; i<dim_; ++i)
                idx += coordToIndex(x[i], i)*strides_[i];
            return data_[idx];
        }
        else
            return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::closest ( const double *  x,
unsigned  xDim 
) const [inline]

Definition at line 3185 of file ArrayND.h.

References i, and customizeTrackingMonitorSeedNumber::idx.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"closest\"");
        if (dim != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::closest: incompatible data length");
        if (dim)
        {
            assert(x);
            unsigned long idx = 0UL;
            for (unsigned i=0; i<dim_; ++i)
                idx += coordToIndex(x[i], i)*strides_[i];
            return data_[idx];
        }
        else
            return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, Len, Dim >::commonSubrangeLoop ( unsigned  level,
unsigned long  idx0,
unsigned long  idx1,
const unsigned *  thisCorner,
const unsigned *  range,
const unsigned *  otherCorner,
ArrayND< Num2, Len2, Dim2 > &  other,
Functor  binaryFunct 
) [private]

Definition at line 1287 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, testEve_cfg::level, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

    {
        const unsigned imax = range[level];

        if (level == dim_ - 1)
        {
            Numeric* left = data_ + (idx0 + thisCorner[level]);
            Numeric* const lMax = data_ + (idx0 + shape_[level]);
            Num2* right = r.data_ + (idx1 + otherCorner[level]);
            Num2* const rMax = r.data_ + (idx1 + r.shape_[level]);

            for (unsigned i=0; i<imax && left<lMax && right<rMax; ++i)
                binaryFunct(*left++, *right++);
        }
        else
        {
            const unsigned long leftStride = strides_[level];
            const unsigned long leftMax = idx0 + shape_[level]*leftStride;
            idx0 += thisCorner[level]*leftStride;
            const unsigned long rightStride = r.strides_[level];
            const unsigned long rightMax = idx1 + r.shape_[level]*rightStride;
            idx1 += otherCorner[level]*rightStride;

            for (unsigned i=0; i<imax && idx0 < leftMax && idx1 < rightMax;
                 ++i, idx0 += leftStride, idx1 += rightStride)
                commonSubrangeLoop(level+1, idx0, idx1, thisCorner, range,
                                   otherCorner, r, binaryFunct);
        }
    }
template<typename Numeric, unsigned Len, unsigned Dim>
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::constFill ( Numeric  c)

This method fills the array data with a constant value

Definition at line 4584 of file ArrayND.h.

References i.

Referenced by npstat::HistoND< Numeric, Axis >::setBinsToConst(), and npstat::HistoND< Numeric, Axis >::setOverflowsToConst().

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"constFill\"");
        for (unsigned long i=0; i<len_; ++i)
            data_[i] = c;
        return *this;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::contract ( unsigned  pos1,
unsigned  pos2 
) const

Contraction of a pair of indices. Note that the array length must be the same in both dimensions.

Definition at line 4877 of file ArrayND.h.

References npstat::destroyBuffer(), i, npstat::makeBuffer(), and query::result.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"contract\"");
        if (!(pos1 < dim_ && pos2 < dim_ && pos1 != pos2))
            throw npstat::NpstatInvalidArgument("In npstat::ArrayND::contract: "
                                        "incompatible contraction indices");
        if (shape_[pos1] != shape_[pos2])
            throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND::contract: incompatible "
                "length of contracted dimensions");

        // Construct the new shape
        unsigned newshapeBuf[Dim];
        unsigned* newshape = makeBuffer(dim_ - 2, newshapeBuf, Dim);
        unsigned ishap = 0;
        for (unsigned i=0; i<dim_; ++i)
            if (i != pos1 && i != pos2)
                newshape[ishap++] = shape_[i];

        // Form the result array
        ArrayND<Numeric,Len,Dim> result(newshape, ishap);
        if (ishap)
            contractLoop(0, 0, pos1, pos2, 0UL, 0UL, result);
        else
        {
            // We are just calculating the trace
            Numeric sum = Numeric();
            const unsigned imax = shape_[0];
            const unsigned long stride = strides_[0] + strides_[1];
            for (unsigned i=0; i<imax; ++i)
                sum += data_[i*stride];
            result() = sum;
        }

        destroyBuffer(newshape, newshapeBuf);
        return result;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
void npstat::ArrayND< Numeric, Len, Dim >::contractLoop ( unsigned  thisLevel,
unsigned  resLevel,
unsigned  pos1,
unsigned  pos2,
unsigned long  idxThis,
unsigned long  idxRes,
ArrayND< Numeric, StackLen, StackDim > &  result 
) const [private]

Definition at line 4839 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, j, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, npstat::ArrayND< Numeric, StackLen, StackDim >::strides_, and tmp.

    {
        while (thisLevel == pos1 || thisLevel == pos2)
            ++thisLevel;
        assert(thisLevel < dim_);

        if (resLevel == result.dim_ - 1)
        {
            const unsigned ncontract = shape_[pos1];
            const unsigned imax = result.shape_[resLevel];
            const unsigned long stride = strides_[pos1] + strides_[pos2];
            for (unsigned i=0; i<imax; ++i)
            {
                const Numeric* tmp = data_ + (idxThis + i*strides_[thisLevel]);
                Numeric sum = Numeric();
                for (unsigned j=0; j<ncontract; ++j)
                    sum += tmp[j*stride];
                result.data_[idxRes + i] = sum;
            }
        }
        else
        {
            const unsigned imax = result.shape_[resLevel];
            assert(imax == shape_[thisLevel]);
            for (unsigned i=0; i<imax; ++i)
            {
                contractLoop(thisLevel+1, resLevel+1, pos1, pos2,
                             idxThis, idxRes, result);
                idxThis += strides_[thisLevel];
                idxRes += result.strides_[resLevel];
            }
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
void npstat::ArrayND< Numeric, Len, Dim >::convertLinearIndex ( unsigned long  l,
unsigned *  index,
unsigned  indexLen 
) const

Convert linear index into multidimensional index

Definition at line 3052 of file ArrayND.h.

References i.

Referenced by npstat::ArrayND< Numeric, StackLen, StackDim >::cdfArray(), and npstat::ArrayND< Numeric, StackLen, StackDim >::derivative().

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling "
            "method \"convertLinearIndex\"");
        if (!dim_) throw npstat::NpstatInvalidArgument(
            "npstat::ArrayND::convertLinearIndex method "
            "can not be used with array of 0 rank");
        if (idxLen != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::convertLinearIndex: incompatible index length");
        if (l >= len_) throw npstat::NpstatOutOfRange(
            "In npstat::ArrayND::convertLinearIndex: linear index out of range");
        assert(idx);

        for (unsigned i=0; i<dim_; ++i)
        {
            idx[i] = l / strides_[i];
            l -= (idx[i] * strides_[i]);
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Accumulator >
void npstat::ArrayND< Numeric, Len, Dim >::convertToLastDimCdf ( ArrayND< Numeric, StackLen, StackDim > *  sumSlice,
bool  useTrapezoids 
) [inline]

The next function turns the array data into the conditional cumulative density function for the last dimension. "Num2" is the type of accumulator class used. The cdf is stored in such a way that the cdf value of 0 is skipped (the first stored value is the sum which includes the 0th bin). The slice is filled with the sum of values. The "useTrapezoids" parameter specifies whether trapezoidal integration formula should be utilized (rectangular integration is used in case "useTrapezoids" value is "false").

Definition at line 4767 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling "
            "method \"convertToLastDimCdf\"");
        if (!dim_) throw npstat::NpstatInvalidArgument(
            "npstat::ArrayND::convertToLastDimCdf method "
            "can not be used with array of 0 rank");
        assert(sumSlice);
        if (!sumSlice->shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::convertToLastDimCdf: "
            "uninitialized argument array");
        convertToLastDimCdfLoop<Accumulator>(sumSlice, 0U, 0UL, 0UL,
                                             useTrapezoids);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Accumulator >
void npstat::ArrayND< Numeric, Len, Dim >::convertToLastDimCdfLoop ( ArrayND< Numeric, StackLen, StackDim > *  sumSlice,
unsigned  level,
unsigned long  idx0,
unsigned long  idxSlice,
bool  useTrapezoids 
) [private]

Definition at line 4717 of file ArrayND.h.

References data, npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, testEve_cfg::level, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

    {
        static const proper_double half = 0.5;
        const unsigned imax = shape_[level];
        if (level == dim_ - 1)
        {
            Accumulator acc = Accumulator();
            Numeric* data = data_ + idx0;
            if (useTrapezoids)
            {
                Numeric oldval = Numeric();
                for (unsigned i = 0; i<imax; ++i)
                {
                    acc += (data[i] + oldval)*half;
                    oldval = data[i];
                    data[i] = static_cast<Numeric>(acc);
                }
                acc += oldval*half;
            }
            else
                for (unsigned i = 0; i<imax; ++i)
                {
                    acc += data[i];
                    data[i] = static_cast<Numeric>(acc);
                }
            if (sumSlice->dim_)
                sumSlice->data_[idxSlice] = static_cast<Numeric>(acc);
            else
                sumSlice->localData_[0] = static_cast<Numeric>(acc);
        }
        else
        {
            const unsigned long stride = strides_[level];
            unsigned long sumStride = 0UL;
            if (sumSlice->dim_)
                sumStride = sumSlice->strides_[level];
            for (unsigned i = 0; i<imax; ++i)
            {
                convertToLastDimCdfLoop<Accumulator>(
                    sumSlice, level+1, idx0, idxSlice, useTrapezoids);
                idx0 += stride;
                idxSlice += sumStride;
            }
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
unsigned npstat::ArrayND< Numeric, Len, Dim >::coordToIndex ( double  coord,
unsigned  idim 
) const [inline, private]

Definition at line 3173 of file ArrayND.h.

    {
        if (x <= 0.0)
            return 0;
        else if (x >= static_cast<double>(shape_[idim] - 1))
            return shape_[idim] - 1;
        else
            return static_cast<unsigned>(std::floor(x + 0.5));
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, Len, Dim >::copyRangeLoopFunct ( unsigned  level,
unsigned long  idx0,
unsigned long  idx1,
const ArrayND< Num2, Len2, Dim2 > &  r,
const ArrayRange range,
Functor  f 
) [private]

Definition at line 2483 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, f, i, testEve_cfg::level, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

Referenced by npstat::ArrayND< Numeric, StackLen, StackDim >::ArrayND().

    {
        const unsigned imax = shape_[level];
        if (level == dim_ - 1)
        {
            Numeric* to = data_ + idx0;
            const Num2* from = r.data_ + (idx1 + range[level].min());
            for (unsigned i=0; i<imax; ++i)
                *to++ = static_cast<Numeric>(f(*from++));
        }
        else
        {
            const unsigned long fromstride = r.strides_[level];
            const unsigned long tostride = strides_[level];
            idx1 += range[level].min()*fromstride;
            for (unsigned i=0; i<imax; ++i)
            {
                copyRangeLoopFunct(level+1, idx0, idx1, r, range, f);
                idx0 += tostride;
                idx1 += fromstride;
            }
        }
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
const Numeric* npstat::ArrayND< Numeric, StackLen, StackDim >::data ( ) const [inline]
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Accumulator >
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::derivative ( double  scale = 1.0) const

Mixed derivative over all directions. Useful for generating densities from distribution functions. The resulting array will have one less point in each dimension. Class Num2 is used as accumulator for calculations. static_cast from Num2 to Numeric must exist. The result is multiplied by the scale factor provided.

Definition at line 5071 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::convertLinearIndex(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, npstat::ArrayND< Numeric, StackLen, StackDim >::length(), query::result, and pileupReCalc_HLTpaths::scale.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"derivative\"");
        if (!dim_) throw npstat::NpstatInvalidArgument(
            "npstat::ArrayND::derivative method "
            "can not be used with array of 0 rank");

        const typename ProperDblFromCmpl<Accumulator>::type scale = inscale;
        const unsigned maxdim = CHAR_BIT*sizeof(unsigned long);
        if (dim_ >= maxdim) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::derivative: array rank is too large");
        const unsigned long maxcycle = 1UL << dim_;

        ArrayShape sh;
        sh.reserve(dim_);
        for (unsigned i=0; i<dim_; ++i)
        {
            if (shape_[i] <= 1U)
                throw npstat::NpstatInvalidArgument(
                    "In npstat::ArrayND::derivative: in some dimendions "
                    "array size is too small");
            sh.push_back(shape_[i] - 1U);
        }

        ArrayND result(sh);
        const unsigned long rLen = result.length();
        for (unsigned long ilin=0; ilin<rLen; ++ilin)
        {
            result.convertLinearIndex(ilin, &sh[0], dim_);

            Accumulator deriv = Accumulator();
            for (unsigned long icycle=0UL; icycle<maxcycle; ++icycle)
            {
                unsigned long icell = 0UL;
                unsigned n1 = 0U;
                for (unsigned i=0; i<dim_; ++i)
                {
                    if (icycle & (1UL << i))
                    {
                        ++n1;
                        icell += strides_[i]*(sh[i] + 1);
                    }
                    else
                        icell += strides_[i]*sh[i];
                }
                if ((dim_ - n1) % 2U)
                    deriv -= data_[icell];
                else
                    deriv += data_[icell];
            }
            result.data_[ilin] = static_cast<Numeric>(deriv*scale);
        }

        return result;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::dot ( const ArrayND< Num2, Len2, Dim2 > &  r) const

Here, dot product corresponds to outer product followed by the contraction over two indices -- the last index of this object and the first index of the argument.

Definition at line 5401 of file ArrayND.h.

References npstat::copyBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::destroyBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, npstat::makeBuffer(), query::result, and npstat::ArrayND< Numeric, StackLen, StackDim >::shape_.

    {
        if (!dim_) throw npstat::NpstatInvalidArgument(
            "npstat::ArrayND::dot method "
            "can not be used with array of 0 rank");
        if (!r.dim_) throw npstat::NpstatInvalidArgument(
            "npstat::ArrayND::dot method "
            "can not be used with argument array of 0 rank");
        if (shape_[dim_ - 1] != r.shape_[0]) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::dot: incompatible argument array shape");

        if (dim_ == 1 && r.dim_ == 1)
        {
            // Special case: the result is of 0 rank
            ArrayND<Numeric,Len,Dim> result(static_cast<unsigned*>(0), 0U);
            Numeric sum = Numeric();
            const unsigned imax = shape_[0];
            for (unsigned i=0; i<imax; ++i)
                sum += data_[i]*r.data_[i];
            result() = sum;
            return result;
        }
        else
        {
            unsigned newshapeBuf[2*Dim];
            unsigned *newshape = makeBuffer(dim_+r.dim_-2, newshapeBuf, 2*Dim);
            copyBuffer(newshape, shape_, dim_-1);
            copyBuffer(newshape+(dim_-1), r.shape_+1, r.dim_-1);
            ArrayND<Numeric,Len,Dim> result(newshape, dim_+r.dim_-2);

            dotProductLoop(0U, 0UL, 0UL, 0UL, r, result);

            destroyBuffer(newshape, newshapeBuf);
            return result;            
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
void npstat::ArrayND< Numeric, Len, Dim >::dotProductLoop ( unsigned  level,
unsigned long  idx0,
unsigned long  idx1,
unsigned long  idx2,
const ArrayND< Num2, Len2, Dim2 > &  r,
ArrayND< Numeric, StackLen, StackDim > &  result 
) const [private]

Definition at line 5364 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, prof2calltree::l, testEve_cfg::level, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

    {
        // idx0 -- this object
        // idx1 -- dot product argument
        // idx2 -- result
        if (level == result.dim_)
        {
            Numeric sum = Numeric();
            const unsigned imax = r.shape_[0];
            const unsigned rstride = r.strides_[0];
            const Numeric* l = data_ + idx0;
            const Num2* ri = r.data_ + idx1;
            for (unsigned i=0; i<imax; ++i)
                sum += l[i]*ri[i*rstride];
            result.data_[idx2] = sum;
        }
        else
        {
            const unsigned imax = result.shape_[level];
            for (unsigned i=0; i<imax; ++i)
            {
                dotProductLoop(level+1, idx0, idx1, idx2, r, result);
                idx2 += result.strides_[level];
                if (level < dim_ - 1)
                    idx0 += strides_[level];
                else
                    idx1 += r.strides_[level + 2 - dim_];
            }
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, Len, Dim >::dualCircularLoop ( unsigned  level,
unsigned long  idx0,
unsigned long  idx1,
const unsigned *  thisCorner,
const unsigned *  range,
const unsigned *  otherCorner,
ArrayND< Num2, Len2, Dim2 > &  other,
Functor  binaryFunct 
) [private]

Definition at line 1326 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, testEve_cfg::level, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

    {
        const unsigned imax = range[level];
        const unsigned leftShift = thisCorner[level];
        const unsigned leftPeriod = shape_[level];
        const unsigned rightShift = otherCorner[level];
        const unsigned rightPeriod = r.shape_[level];

        if (level == dim_ - 1)
        {
            Numeric* left = data_ + idx0;
            Num2* right = r.data_ + idx1;
            for (unsigned i=0; i<imax; ++i)
                binaryFunct(left[(i+leftShift)%leftPeriod],
                            right[(i+rightShift)%rightPeriod]);
        }
        else
        {
            const unsigned long leftStride = strides_[level];
            const unsigned long rightStride = r.strides_[level];
            for (unsigned i=0; i<imax; ++i)
                dualCircularLoop(
                    level+1, idx0+((i+leftShift)%leftPeriod)*leftStride,
                    idx1+((i+rightShift)%rightPeriod)*rightStride,
                    thisCorner, range, otherCorner, r, binaryFunct);
        }
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, StackLen, StackDim >::dualCircularScan ( ArrayND< Num2, Len2, Dim2 > &  other,
const unsigned *  thisCorner,
const unsigned *  range,
const unsigned *  otherCorner,
unsigned  arrLen,
Functor  binaryFunct 
)

Method similar to "jointSubrangeScan" in which the topology of both arrays is assumed to be hypertoroidal (circular buffer in every dimension)

template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
template<typename Num2 , unsigned Len2, unsigned Dim2>
void npstat::ArrayND< Numeric, StackLen, StackDim >::exportSlice ( ArrayND< Num2, Len2, Dim2 > *  slice,
const unsigned *  fixedIndices,
const unsigned *  fixedIndexValues,
unsigned  nFixedIndices 
) const [inline]

Convenience method for exporting a slice of this array

Definition at line 681 of file ArrayND.h.

        {
            assert(slice);
            (const_cast<ArrayND*>(this))->jointSliceScan(
                *slice, fixedIndices, fixedIndexValues, nFixedIndices,
                scast_assign_right<Numeric,Num2>());
        }
template<typename Numeric , unsigned Len, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
void npstat::ArrayND< Numeric, Len, StackDim >::exportSubrange ( const unsigned *  fromCorner,
unsigned  lenCorner,
ArrayND< Num2, Len2, Dim2 > *  dest 
) const

Copy a hyperrectangular subrange of this array potentially completely overwriting the destination array. The starting corner in this object where copying begins is provided by the first two arguments. The subrange size is defined by the shape of the destination array.

Definition at line 5907 of file ArrayND.h.

References npstat::clearBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"exportSubrange\"");
        if (dim_ != lenCorner) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::exportSubrange: incompatible corner index length");
        assert(out);
        if (!out->shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::exportSubrange: uninitialized argument array");
        if (out->dim_ != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::exportSubrange: incompatible argument array rank");

        if (dim_)
        {
            assert(corner);
            if (dim_ > CHAR_BIT*sizeof(unsigned long))
                throw npstat::NpstatInvalidArgument(
                    "In npstat::ArrayND::exportSubrange: "
                    "array rank is too large");
            unsigned toBuf[CHAR_BIT*sizeof(unsigned long)];
            clearBuffer(toBuf, dim_);
            (const_cast<ArrayND*>(this))->commonSubrangeLoop(
                0U, 0UL, 0UL, corner, out->shape_, toBuf, *out,
                scast_assign_right<Numeric,Num2>());
        }
        else
            out->localData_[0] = static_cast<Num2>(localData_[0]);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, Len, Dim >::flatCircularLoop ( unsigned  level,
unsigned long  idx0,
unsigned long  idx1,
const unsigned *  thisCorner,
const unsigned *  range,
const unsigned *  otherCorner,
ArrayND< Num2, Len2, Dim2 > &  other,
Functor  binaryFunct 
) [private]

Definition at line 1363 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, testEve_cfg::level, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

    {
        const unsigned imax = range[level];
        const unsigned rightShift = otherCorner[level];
        const unsigned rightPeriod = r.shape_[level];

        if (level == dim_ - 1)
        {
            Numeric* left = data_ + (idx0 + thisCorner[level]);
            Numeric* const lMax = data_ + (idx0 + shape_[level]);
            Num2* right = r.data_ + idx1;

            for (unsigned i=0; i<imax && left<lMax; ++i)
                binaryFunct(*left++, right[(i+rightShift)%rightPeriod]);
        }
        else
        {
            const unsigned long leftStride = strides_[level];
            const unsigned long leftMax = idx0 + shape_[level]*leftStride;
            idx0 += thisCorner[level]*leftStride;
            const unsigned long rightStride = r.strides_[level];

            for (unsigned i=0; i<imax && idx0 < leftMax; ++i, idx0+=leftStride)
                flatCircularLoop(
                    level+1, idx0,
                    idx1+((i+rightShift)%rightPeriod)*rightStride,
                    thisCorner, range, otherCorner, r, binaryFunct);
        }
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, StackLen, StackDim >::flatCircularScan ( ArrayND< Num2, Len2, Dim2 > &  other,
const unsigned *  thisCorner,
const unsigned *  range,
const unsigned *  otherCorner,
unsigned  arrLen,
Functor  binaryFunct 
)

Method similar to "jointSubrangeScan" in which the topology of this array is assumed to be flat and the other array hypertoroidal

template<typename Numeric , unsigned Len, unsigned Dim>
ArrayRange npstat::ArrayND< Numeric, Len, Dim >::fullRange ( ) const [inline]

Get the complete range

Definition at line 2991 of file ArrayND.h.

References i.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"fullRange\"");
        ArrayRange range;
        if (dim_)
        {
            range.reserve(dim_);
            for (unsigned i=0; i<dim_; ++i)
                range.push_back(Interval<unsigned>(0U, shape_[i]));
        }
        return range;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<class Functor >
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::functorFill ( Functor  f)

This method fills the array from a functor which takes (const unsigned* index, unsigned indexLen) arguments. There must be a conversion (static cast) from the functor result to the "Numeric" type.

Definition at line 4786 of file ArrayND.h.

References npstat::destroyBuffer(), f, getHLTprescales::index, and npstat::makeBuffer().

Referenced by npstat::rescanArray().

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"functorFill\"");
        if (dim_)
        {
            unsigned localIndex[Dim];
            unsigned* index = makeBuffer(dim_, localIndex, Dim);
            functorFillLoop(0U, 0UL, f, index);
            destroyBuffer(index, localIndex);
        }
        else
            localData_[0] = static_cast<Numeric>(
                f(static_cast<unsigned*>(0), 0U));
        return *this;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<class Functor >
void npstat::ArrayND< Numeric, Len, Dim >::functorFillLoop ( unsigned  level,
unsigned long  idx,
Functor  f,
unsigned *  farg 
) [private]

Definition at line 4689 of file ArrayND.h.

References f, i, customizeTrackingMonitorSeedNumber::idx, and testEve_cfg::level.

    {
        const unsigned imax = shape_[level];
        if (level == dim_ - 1)
        {
            Numeric* d = &data_[idx];
            const unsigned* myarg = farg;
            for (unsigned i = 0; i<imax; ++i)
            {
                farg[level] = i;
                d[i] = static_cast<Numeric>(f(myarg, dim_));
            }
        }
        else
        {
            const unsigned long stride = strides_[level];
            for (unsigned i = 0; i<imax; ++i)
            {
                farg[level] = i;
                functorFillLoop(level+1, idx + i*stride, f, farg);
            }
        }
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
template<typename Num2 , unsigned Len2, unsigned Dim2>
void npstat::ArrayND< Numeric, StackLen, StackDim >::importSlice ( const ArrayND< Num2, Len2, Dim2 > &  slice,
const unsigned *  fixedIndices,
const unsigned *  fixedIndexValues,
unsigned  nFixedIndices 
) [inline]

Convenience method for importing a slice into this array

Definition at line 694 of file ArrayND.h.

        {
            jointSliceScan(const_cast<ArrayND<Num2,Len2,Dim2>&>(slice),
                           fixedIndices, fixedIndexValues, nFixedIndices,
                           scast_assign_left<Numeric,Num2>());
        }
template<typename Numeric , unsigned Len, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
void npstat::ArrayND< Numeric, Len, StackDim >::importSubrange ( const unsigned *  fromCorner,
unsigned  lenCorner,
const ArrayND< Num2, Len2, Dim2 > &  from 
)

The inverse operation to "exportSubrange"

Definition at line 5940 of file ArrayND.h.

References npstat::clearBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"importSubrange\"");
        if (dim_ != lenCorner) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::importSubrange: incompatible corner index length");
        if (!from.shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::importSubrange: uninitialized argument array");
        if (from.dim_ != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::importSubrange: incompatible argument array rank");

        if (dim_)
        {
            assert(corner);
            if (dim_ > CHAR_BIT*sizeof(unsigned long))
                throw npstat::NpstatInvalidArgument(
                    "In npstat::ArrayND::importSubrange: "
                    "array rank is too large");
            unsigned toBuf[CHAR_BIT*sizeof(unsigned long)];
            clearBuffer(toBuf, dim_);
            commonSubrangeLoop(0U, 0UL, 0UL, corner, from.shape_, toBuf,
                               const_cast<ArrayND<Num2, Len2, Dim2>&>(from),
                               scast_assign_left<Numeric,Num2>());
        }
        else
            localData_[0] = static_cast<Numeric>(from.localData_[0]);
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayND& npstat::ArrayND< Numeric, StackLen, StackDim >::inPlaceMul ( const ArrayND< Num2, Len2, Dim2 > &  r) [inline]

Convenience method for element-by-element in-place multiplication

Definition at line 550 of file ArrayND.h.

        {
            jointScan(const_cast<ArrayND<Num2,Len2,Dim2>&>(r),
                      multeq_left<Numeric,Num2>());
            return *this;
        }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric npstat::ArrayND< Numeric, Len, Dim >::interpolate1 ( const double *  x,
unsigned  xDim 
) const

Multilinear interpolation. Closest value extrapolation is used in case some index is outside of the array bounds. Note that this function works only if the array dimensionality is less than CHAR_BIT*sizeof(unsigned long). x is the "coordinate" which coincides with array index for x equal to unsigned integers.

Definition at line 4428 of file ArrayND.h.

References i, w(), and x.

Referenced by npstat::interpolateHistoND(), and npstat::Private::ArrayMapper< Num1, Len1, Dim1, Num2, Len2, Dim2 >::operator()().

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"interpolate1\"");
        if (dim != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::interpolate1: incompatible coordinate length");
        if (dim)
        {
            const unsigned maxdim = CHAR_BIT*sizeof(unsigned long);
            if (dim_ >= maxdim)
                throw npstat::NpstatInvalidArgument(
                    "In npstat::ArrayND::interpolate1: array rank is too large");

            double dx[maxdim];
            unsigned ix[maxdim];
            for (unsigned i=0; i<dim; ++i)
            {
                const double x = coords[i];
                if (x <= 0.0)
                {
                    ix[i] = 0;
                    dx[i] = 0.0;
                }
                else if (x >= static_cast<double>(shape_[i] - 1))
                {
                    ix[i] = shape_[i] - 1;
                    dx[i] = 0.0;
                }
                else
                {
                    ix[i] = static_cast<unsigned>(std::floor(x));
                    dx[i] = x - ix[i];
                }
            }

            Numeric sum = Numeric();
            const unsigned long maxcycle = 1UL << dim;
            for (unsigned long icycle=0UL; icycle<maxcycle; ++icycle)
            {
                double w = 1.0;
                unsigned long icell = 0UL;
                for (unsigned i=0; i<dim; ++i)
                {
                    if (icycle & (1UL << i))
                    {
                        w *= dx[i];
                        icell += strides_[i]*(ix[i] + 1U);
                    }
                    else
                    {
                        w *= (1.0 - dx[i]);
                        icell += strides_[i]*ix[i];
                    }
                }
                if (w > 0.0)
                    sum += data_[icell]*static_cast<proper_double>(w);
            }
            return sum;
        }
        else
            return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric npstat::ArrayND< Numeric, Len, Dim >::interpolate3 ( const double *  x,
unsigned  xDim 
) const [inline]

Multicubic interpolation. Closest value extrapolation is used in case some index is outside of the array bounds. This function is much slower than "interpolate1" (in the current implementation, a recursive algorithm is used).

Definition at line 4544 of file ArrayND.h.

Referenced by npstat::Private::ArrayMapper< Num1, Len1, Dim1, Num2, Len2, Dim2 >::operator()().

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"interpolate3\"");
        if (dim != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::interpolate3: incompatible coordinate length");
        if (dim)
        {
            assert(coords);
            return interpolateLoop(0, coords, data_);
        }
        else
            return localData_[0];
    }
template<typename Numeric, unsigned Len, unsigned Dim>
Numeric npstat::ArrayND< Numeric, Len, Dim >::interpolateLoop ( unsigned  level,
const double *  x,
const Numeric *  base 
) const [private]

Definition at line 4493 of file ArrayND.h.

References npstat::interpolate_cubic(), npstat::interpolate_linear(), npstat::interpolate_quadratic(), testEve_cfg::level, findQualityFiles::v, and x.

    {
        const unsigned npoints = shape_[level];
        const double x = coords[level];

        unsigned ix, npt = 1;
        double dx = 0.0;
        if (x < 0.0)
            ix = 0;
        else if (x > static_cast<double>(npoints - 1))
            ix = npoints - 1;
        else
        {
            ix = static_cast<unsigned>(std::floor(x));
            if (ix) --ix;
            unsigned imax = ix + 3;
            while (imax >= npoints)
            {
                if (ix) --ix;
                --imax;
            }
            dx = x - ix;
            npt = imax + 1 - ix;
        }
        assert(npt >= 1 && npt <= 4);

        Numeric fit[4];
        if (level < dim_ - 1)
            for (unsigned ipt=0; ipt<npt; ++ipt)
                fit[ipt] = interpolateLoop(level + 1, coords,
                                           base + (ix + ipt)*strides_[level]);

        const Numeric* const v = (level == dim_ - 1 ? base + ix : fit);
        switch (npt)
        {
        case 1:
            return v[0];
        case 2:
            return interpolate_linear(dx, v[0], v[1]);
        case 3:
            return interpolate_quadratic(dx, v[0], v[1], v[2]);
        case 4:
            return interpolate_cubic(dx, v[0], v[1], v[2], v[3]);
        default:
            assert(0);
            return Numeric();
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
bool npstat::ArrayND< Numeric, Len, Dim >::isClose ( const ArrayND< Num2, Len2, Dim2 > &  r,
double  eps 
) const

Check that all elements of this array differ from the corresponding elements of another array by at most "eps". Equivalent to maxAbsDifference(r) <= eps (but usually faster).

Definition at line 4805 of file ArrayND.h.

References npstat::absDifference(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, and npstat::ArrayND< Numeric, StackLen, StackDim >::localData_.

    {
        if (eps < 0.0) throw npstat::NpstatDomainError(
            "In npstat::ArrayND::isClose: tolerance must not be negative");
        if (!isShapeCompatible(r)) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::isClose: incompatible argument array shape");
        if (dim_)
        {
            for (unsigned long i=0; i<len_; ++i)
            {
                const Numeric rval = r.data_[i];
                if (static_cast<double>(absDifference(data_[i], rval)) > eps)
                    return false;
            }
        }
        else
        {
            const Numeric rval = r.localData_[0];
            if (static_cast<double>(absDifference(localData_[0], rval)) > eps)
                return false;
        }
        return true;
    }
template<typename Numeric , unsigned StackLen, unsigned StackDim>
bool npstat::ArrayND< Numeric, StackLen, StackDim >::isCompatible ( const ArrayShape shape) const [inline]

Check compatibility with another shape

Definition at line 2255 of file ArrayND.h.

References i.

    {
        if (!shapeIsKnown_)
            return false;
        if (dim_ != shape.size())
            return false;
        if (dim_)
        {
            for (unsigned i=0; i<dim_; ++i)
                if (shape_[i] != shape[i])
                    return false;
        }
        else
            assert(len_ == 1UL);
        return true;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
bool npstat::ArrayND< Numeric, Len, Dim >::isDensity ( ) const

This method checks whether all array elements are non-negative and, in addition, there is at least one positive element

Definition at line 3006 of file ArrayND.h.

References i, npstat::ComplexComparesFalse< T >::less(), and zero.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"isDensity\"");
        const Numeric zero = Numeric();
        bool hasPositive = false;
        if (dim_)
            for (unsigned long i=0; i<len_; ++i)
            {
                // Don't make comparisons whose result can be
                // determined in advance by assuming that Numeric
                // is an unsigned type. Some compilers will
                // complain about it when this template is
                // instantiated with such a type.
                if (data_[i] == zero)
                    continue;
                if (ComplexComparesFalse<Numeric>::less(zero, data_[i]))
                    hasPositive = true;
                else
                    return false;
            }
        else
            hasPositive = ComplexComparesFalse<Numeric>::less(
                zero, localData_[0]);
        return hasPositive;
    }
template<typename Numeric , unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
bool npstat::ArrayND< Numeric, StackLen, StackDim >::isShapeCompatible ( const ArrayND< Num2, Len2, Dim2 > &  r) const [inline]

Check shape compatibility with another array. Equivalent to but faster than isCompatible(r.shape()).

Definition at line 2275 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, npstat::ArrayND< Numeric, StackLen, StackDim >::len_, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_.

    {
        if (!shapeIsKnown_)
            return false;
        if (!r.shapeIsKnown_)
            return false;
        if (dim_ != r.dim_)
            return false;
        if (len_ != r.len_)
            return false;
        if (dim_)
        {
            assert(shape_);
            assert(r.shape_);
            for (unsigned i=0; i<dim_; ++i)
                if (shape_[i] != r.shape_[i])
                    return false;
        }
        else
            assert(len_ == 1UL);
        return true;
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
bool npstat::ArrayND< Numeric, StackLen, StackDim >::isShapeKnown ( ) const [inline]

Check whether the array has been initialized

Definition at line 237 of file ArrayND.h.

{return shapeIsKnown_;}
template<typename Numeric , unsigned Len, unsigned Dim>
bool npstat::ArrayND< Numeric, Len, Dim >::isZero ( ) const

Check if all array elements are zero

Definition at line 3034 of file ArrayND.h.

References i, and zero.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"isZero\"");
        const Numeric zero = Numeric();
        if (dim_)
        {
            for (unsigned long i=0; i<len_; ++i)
                if (data_[i] != zero)
                    return false;
        }
        else
            if (localData_[0] != zero)
                return false;
        return true;
    }
template<typename Numeric , unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, StackLen, StackDim >::jointScan ( ArrayND< Num2, Len2, Dim2 > &  other,
Functor  binaryFunct 
)

Loop over all elements of two compatible arrays and apply a binary functor

Definition at line 2221 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, and npstat::ArrayND< Numeric, StackLen, StackDim >::localData_.

Referenced by npstat::ArrayND< Num1, Len1, Dim1 >::inPlaceMul().

    {
        if (!isShapeCompatible(r)) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::jointScan: incompatible argument array shape");
        if (dim_)
            for (unsigned long i=0; i<len_; ++i)
                binaryFunct(data_[i], r.data_[i]);
        else
            binaryFunct(localData_[0], r.localData_[0]);
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, StackLen, StackDim >::jointSliceLoop ( unsigned  level,
unsigned long  idx0,
unsigned  level1,
unsigned long  idx1,
ArrayND< Num2, Len2, Dim2 > &  slice,
const unsigned *  fixedIndices,
const unsigned *  fixedIndexValues,
unsigned  nFixedIndices,
Functor  binaryFunctor 
) [private]
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Op >
void npstat::ArrayND< Numeric, StackLen, StackDim >::jointSliceLoop ( const unsigned  level,
const unsigned long  idx0,
const unsigned  level1,
const unsigned long  idx1,
ArrayND< Num2, Len2, Dim2 > &  slice,
const unsigned *  fixedIndices,
const unsigned *  fixedIndexValues,
const unsigned  nFixedIndices,
Op  fcn 
)

Definition at line 1757 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, fcn(), i, j, testEve_cfg::level, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

    {
        bool fixed = false;
        for (unsigned j=0; j<nFixedIndices; ++j)
            if (fixedIndices[j] == level)
            {
                fixed = true;
                break;
            }
        if (fixed)
        {
            jointSliceLoop(level+1, idx0, level1, idx1,
                           slice, fixedIndices, fixedIndexValues,
                           nFixedIndices, fcn);
        }
        else
        {
            const unsigned imax = shape_[level];
            assert(imax == slice.shape_[level1]);
            const unsigned long stride = strides_[level];

            if (level1 == slice.dim_ - 1)
            {
                Num2* to = slice.data_ + idx1;
                for (unsigned i = 0; i<imax; ++i)
                    fcn(data_[idx0 + i*stride], to[i]);
            }
            else
            {
                const unsigned long stride2 = slice.strides_[level1];
                for (unsigned i = 0; i<imax; ++i)
                    jointSliceLoop(level+1, idx0+i*stride,
                                   level1+1, idx1+i*stride2,
                                   slice, fixedIndices, fixedIndexValues,
                                   nFixedIndices, fcn);
            }
        }
    }
template<typename Numeric , unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, StackLen, StackDim >::jointSliceScan ( ArrayND< Num2, Len2, Dim2 > &  slice,
const unsigned *  fixedIndices,
const unsigned *  fixedIndexValues,
unsigned  nFixedIndices,
Functor  binaryFunct 
)

Joint cycle over the data of this array and the slice. The array to which the "slice" argument refers should normally be created by the slicing constructor using this array as the argument. The "fixedIndices" argument should be the same as the "indices" argument in that constructor. This method is to be used for import/export of slice data and in-place operations (addition, multiplication, etc).

Definition at line 1805 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, customizeTrackingMonitorSeedNumber::idx, and npstat::ArrayND< Numeric, StackLen, StackDim >::localData_.

Referenced by npstat::ArrayND< Num1, Len1, Dim1 >::importSlice().

    {
        const unsigned long idx = verifySliceCompatibility(
            slice, fixedIndices, fixedIndexValues, nFixedIndices);
        if (slice.dim_)
            jointSliceLoop(0U, idx, 0U, 0UL, slice, fixedIndices,
                           fixedIndexValues, nFixedIndices, binaryFunct);
        else
            binaryFunct(data_[idx], slice.localData_[0]);
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, StackLen, StackDim >::jointSubrangeScan ( ArrayND< Num2, Len2, Dim2 > &  other,
const unsigned *  thisCorner,
const unsigned *  range,
const unsigned *  otherCorner,
unsigned  arrLen,
Functor  binaryFunct 
)

Loop over subranges in two arrays in such a way that the functor is called only if the indices on both sides are valid. The topology of both arrays is assumed to be box-like (flat). The starting corner in this object (where cycling begins) is provided by the argument "thisCorner". The "range" argument specifies the width of the processed patch in each dimension. The corner of the "other" array where cycling begins is provided by the "otherCorner" argument. The "arrLen" argument specifies the number of elements in "thisCorner", "range", and "otherCorner" arrays. It should be equal to the rank of either of the two ArrayND arrays.

Note that there is no good way for this method to assume constness of this or "other" array: this becomes apparent only after the functor has been specified. Apply const_cast judiciously as needed, other solutions of this problem are not any better.

template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
unsigned long npstat::ArrayND< Numeric, StackLen, StackDim >::length ( ) const [inline]
template<typename Numeric , unsigned Len, unsigned Dim>
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::linearFill ( const double *  coeff,
unsigned  coeffLen,
double  c 
)

This method fills the array with a linear combination of the index values. For example, a 2-d array element with indices i, k will be set to (coeff[0]*i + coeff[1]*k + c). There must be a conversion (static cast) from double into "Numeric".

Definition at line 4669 of file ArrayND.h.

References edm::shift.

    {
        // Make sure the object has been initialized
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"linearFill\"");
        if (dim_ != dimCoeffs) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::linearFill: incompatible number of coefficients");
        if (dim_)
        {
            assert(coeffs);
            linearFillLoop(0U, 0.0, 0UL, shift, coeffs);
        }
        else
            localData_[0] = static_cast<Numeric>(shift);
        return *this;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
void npstat::ArrayND< Numeric, Len, Dim >::linearFillLoop ( unsigned  level,
double  s0,
unsigned long  idx,
double  shift,
const double *  coeffs 
) [private]

Definition at line 4641 of file ArrayND.h.

References trackerHits::c, i, customizeTrackingMonitorSeedNumber::idx, testEve_cfg::level, and edm::shift.

    {
        const unsigned imax = shape_[level];
        const double c = coeffs[level];
        if (level == dim_ - 1)
        {
            Numeric* d = &data_[idx];
            for (unsigned i=0; i<imax; ++i)
            {
                // Note that we want to add "shift" only at the
                // very end. This might improve the numerical
                // precision of the result.
                const double sum = s0 + c*i + shift;
                d[i] = static_cast<Numeric>(sum);
            }
        }
        else
        {
            const unsigned long stride = strides_[level];
            for (unsigned i=0; i<imax; ++i)
                linearFillLoop(level+1, s0 + c*i, idx + i*stride,
                               shift, coeffs);
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
unsigned long npstat::ArrayND< Numeric, Len, Dim >::linearIndex ( const unsigned *  idx,
unsigned  idxLen 
) const

Convert multidimensional index into linear index

Definition at line 3075 of file ArrayND.h.

References i, and customizeTrackingMonitorSeedNumber::idx.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"linearIndex\"");
        if (!dim_) throw npstat::NpstatInvalidArgument(
            "npstat::ArrayND::linearIndex method "
            "can not be used with array of 0 rank");
        if (idxLen != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::linearIndex: incompatible index length");
        assert(index);

        unsigned long idx = 0UL;
        for (unsigned i=0; i<dim_; ++i)
        {
            if (index[i] >= shape_[i])
                throw npstat::NpstatOutOfRange(
                    "In npstat::ArrayND::linearIndex: index out of range");
            idx += index[i]*strides_[i];
        }
        return idx;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::linearValue ( unsigned long  index) [inline]

Element access using linear index (no bounds checking)

Definition at line 3139 of file ArrayND.h.

References getHLTprescales::index.

Referenced by npstat::HistoND< Numeric, Axis >::setLinearBin().

    {
        return data_[index];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::linearValue ( unsigned long  index) const [inline]

Definition at line 3146 of file ArrayND.h.

References getHLTprescales::index.

    {
        return data_[index];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::linearValueAt ( unsigned long  index) [inline]

Element access using linear index (with bounds checking)

Definition at line 3153 of file ArrayND.h.

References getHLTprescales::index.

Referenced by npstat::HistoND< Numeric, Axis >::setLinearBinAt().

    {
        if (index >= len_)
            throw npstat::NpstatOutOfRange(
                "In npstat::ArrayND::linearValueAt: linear index out of range");
        return data_[index];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::linearValueAt ( unsigned long  index) const [inline]

Definition at line 3163 of file ArrayND.h.

References getHLTprescales::index.

    {
        if (index >= len_)
            throw npstat::NpstatOutOfRange(
                "In npstat::ArrayND::linearValueAt: linear index out of range");
        return data_[index];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
unsigned npstat::ArrayND< Numeric, Len, Dim >::makeCopulaSteps ( double  tolerance,
unsigned  maxIterations 
)

This method accumulates marginals and divides the array (treated as a distribution) by the product of the marginals. Several iterations like this turn the distribution into a copula. If the array contains negative elements, they are turned into zeros before the iterations are performed. The function returns the actual number of iteration performed when the given tolerance was reached for all marginals.

Definition at line 4274 of file ArrayND.h.

References a, npstat::absDifference(), i, customizeTrackingMonitorSeedNumber::idx, prof2calltree::l, and zero.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"makeCopulaSteps\"");
        if (nCycles == 0U)
            return 0U;
        if (!dim_) throw npstat::NpstatInvalidArgument(
            "npstat::ArrayND::makeCopulaSteps method "
            "can not be used with array of 0 rank");

        const Numeric zero = Numeric();
        for (unsigned long i=0; i<len_; ++i)
            if (!(ComplexComparesAbs<Numeric>::more(data_[i], zero)))
                data_[i] = zero;

        std::vector<Numeric*> axesPtrBuf(dim_);
        Numeric** axes = &axesPtrBuf[0];
        const Numeric one = static_cast<Numeric>(1);

        // Memory for the axis accumulators
        unsigned idxSum = 0;
        for (unsigned i=0; i<dim_; ++i)
            idxSum += shape_[i];
        std::vector<Numeric> axesBuf(idxSum);
        axes[0] = &axesBuf[0];
        for (unsigned i=1; i<dim_; ++i)
            axes[i] = axes[i-1] + shape_[i-1];

        // Accumulate axis projections
        unsigned icycle = 0;
        for (; icycle<nCycles; ++icycle)
        {
            for (unsigned i=0; i<idxSum; ++i)
                axesBuf[i] = zero;

            // Accumulate sums for each axis
            for (unsigned long idat=0; idat<len_; ++idat)
            {
                unsigned long l = idat;
                for (unsigned i=0; i<dim_; ++i)
                {
                    const unsigned idx = l / strides_[i];
                    l -= (idx * strides_[i]);
                    axes[i][idx] += data_[idat];
                }
            }

            // Make averages out of sums
            bool withinTolerance = true;
            Numeric totalSum = zero;
            for (unsigned i=0; i<dim_; ++i)
            {
                Numeric axisSum = zero;
                const unsigned amax = shape_[i];
                for (unsigned a=0; a<amax; ++a)
                {
                    if (axes[i][a] == zero)
                        throw npstat::NpstatRuntimeError(
                            "In npstat::ArrayND::makeCopulaSteps: "
                            "marginal density is zero");
                    axisSum += axes[i][a];
                }
                totalSum += axisSum;
                const Numeric axisAverage = axisSum/static_cast<Numeric>(amax);
                for (unsigned a=0; a<amax; ++a)
                    axes[i][a] /= axisAverage;
                for (unsigned a=0; a<amax && withinTolerance; ++a)
                {
                    const double adelta = absDifference(axes[i][a], one);
                    if (adelta > tolerance)
                        withinTolerance = false;
                }
            }

            if (withinTolerance)
                break;

            const Numeric totalAverage = totalSum/
                static_cast<Numeric>(len_)/static_cast<Numeric>(dim_);

            // Run over all points again and divide by
            // the product of marginals
            for (unsigned long idat=0; idat<len_; ++idat)
            {
                unsigned long l = idat;
                for (unsigned i=0; i<dim_; ++i)
                {
                    const unsigned idx = l / strides_[i];
                    l -= (idx * strides_[i]);
                    data_[idat] /= axes[i][idx];
                }
                data_[idat] /= totalAverage;
            }
        }

        return icycle;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::makeNonNegative ( )

This method turns all negative elements into zeros

Definition at line 4256 of file ArrayND.h.

References i, and zero.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"makeNonNegative\"");
        const Numeric zero = Numeric();
        if (dim_)
        {
            for (unsigned long i=0; i<len_; ++i)
                if (!(ComplexComparesAbs<Numeric>::more(data_[i], zero)))
                    data_[i] = zero;
        }
        else
            if (!(ComplexComparesAbs<Numeric>::more(localData_[0], zero)))
                localData_[0] = zero;
        return *this;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::makeUnit ( )

This method can be used for arrays with rank of at least 2 whose length is the same in all dimensions. It puts static_cast<Numeric>(1) on the main diagonal and Numeric() everywhere else.

Definition at line 4617 of file ArrayND.h.

References i.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"makeUnit\"");
        if (dim_ < 2) throw npstat::NpstatInvalidArgument(
            "npstat::ArrayND::makeUnit method "
            "can not be used with arrays of rank less than 2");
        constFill(Numeric());
        unsigned long stride = 0UL;
        const unsigned dimlen = shape_[0];
        for (unsigned i=0; i<dim_; ++i)
        {
            if (shape_[i] != dimlen) throw npstat::NpstatInvalidArgument(
                "npstat::ArrayND::makeUnit method needs "
                "the array span to be the same in ech dimension");
            stride += strides_[i];
        }
        const Numeric one(static_cast<Numeric>(1));
        for (unsigned i=0; i<dimlen; ++i)
            data_[i*stride] = one;
        return *this;
    }
template<typename Numeric , unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayND< Numeric, StackLen, StackDim > npstat::ArrayND< Numeric, StackLen, StackDim >::marginalize ( const ArrayND< Num2, Len2, Dim2 > &  prior,
const unsigned *  indexMap,
unsigned  mapLen 
) const

The intent of this method is to marginalize over a set of indices with a prior. Essentially, we are calculating integrals akin to p(y) = Integral f(y|x) g(x) dx in which all functions are represented on an equidistant grid. If needed, multiplication of the result by the grid cell size should be performed after this function. "indexMap" specifies how the indices of the prior array (which is like g(x)) are mapped into the indices of this array (which is like f(y|x)). The number of elements in the map, "mapLen", must be equal to the rank of the prior. Dimension 0 of the prior corresponds to the dimension indexMap[0] of this array, dimension 1 corresponds to indexMap[1], etc.

Definition at line 1522 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, j, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, runTheMatrix::mapped, query::result, and npstat::ArrayND< Numeric, StackLen, StackDim >::shape_.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"marginalize\"");
        if (!(prior.dim_ && prior.dim_ <= dim_)) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::marginalize: incompatible argument array rank");
        const unsigned resultDim = dim_ - prior.dim_;

        // Check that the index map is reasonable
        if (mapLen != prior.dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::marginalize: incompatible index map length");
        assert(indexMap);
        for (unsigned i=0; i<mapLen; ++i)
        {
            const unsigned thisInd = indexMap[i];
            if (shape_[thisInd] != prior.shape_[i]) throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND::marginalize: "
                "incompatible argument array dimensions");
            if (thisInd >= dim_) throw npstat::NpstatOutOfRange(
                "In npstat::ArrayND::marginalize: index map entry out of range");
            for (unsigned j=0; j<i; ++j)
                if (indexMap[j] == thisInd) throw npstat::NpstatInvalidArgument(
                    "In npstat::ArrayND::marginalize: "
                    "duplicate entry in the index map");
        }

        // Build the shape for the array of results
        ArrayShape newShape;
        newShape.reserve(resultDim);
        for (unsigned i=0; i<dim_; ++i)
        {
            bool mapped = false;
            for (unsigned j=0; j<mapLen; ++j)
                if (indexMap[j] == i)
                {
                    mapped = true;
                    break;
                }
            if (!mapped)
                newShape.push_back(shape_[i]);
        }

        ArrayND result(newShape);
        assert(result.dim_ == resultDim);
        bool calculated = false;
        if (resultDim == 0)
        {
            calculated = true;
            for (unsigned i=0; i<dim_; ++i)
                if (indexMap[i] != i)
                {
                    calculated = false;
                    break;
                }
            if (calculated)
            {
                Numeric sum = Numeric();
                for (unsigned long i=0; i<len_; ++i)
                    sum += data_[i]*prior.data_[i];
                result.localData_[0] = sum;
            }
        }

        if (!calculated)
            marginalizeLoop(0U, 0UL, 0U, 0UL, prior, indexMap, result);

        return result;
    }
template<typename Numeric , unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
dualCircularLoop circularFlatLoop Numeric npstat::ArrayND< Numeric, StackLen, StackDim >::marginalizeInnerLoop ( unsigned long  idx,
unsigned  levelPr,
unsigned long  idxPr,
const ArrayND< Num2, Len2, Dim2 > &  prior,
const unsigned *  indexMap 
) const [private]

Definition at line 1445 of file ArrayND.h.

References i.

    {
        Numeric sum = Numeric();
        const unsigned long myStride = strides_[indexMap[levelPr]];
        const unsigned imax = prior.shape_[levelPr];
        assert(imax == shape_[indexMap[levelPr]]);
        if (levelPr == prior.dim_ - 1)
        {
            for (unsigned i=0; i<imax; ++i)
                sum += data_[idx+i*myStride]*prior.data_[idxPr++];
        }
        else
        {
            const unsigned long priorStride = prior.strides_[levelPr];
            for (unsigned i=0; i<imax; ++i)
            {
                sum += marginalizeInnerLoop(idx, levelPr+1U, idxPr,
                                            prior, indexMap);
                idx += myStride;
                idxPr += priorStride;
            }
        }
        return sum;
    }
template<typename Numeric , unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
void npstat::ArrayND< Numeric, StackLen, StackDim >::marginalizeLoop ( unsigned  level,
unsigned long  idx,
unsigned  levelRes,
unsigned long  idxRes,
const ArrayND< Num2, Len2, Dim2 > &  prior,
const unsigned *  indexMap,
ArrayND< Numeric, StackLen, StackDim > &  res 
) const [private]

Definition at line 1475 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, testEve_cfg::level, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, runTheMatrix::mapped, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

    {
        if (level == dim_)
        {
            const Numeric res = marginalizeInnerLoop(
                idx, 0U, 0UL, prior, indexMap);
            if (result.dim_)
                result.data_[idxRes] = res;
            else
                result.localData_[0] = res;
        }
        else
        {
            // Check if this level is mapped or not
            bool mapped = false;
            for (unsigned i=0; i<prior.dim_; ++i)
                if (level == indexMap[i])
                {
                    mapped = true;
                    break;
                }
            if (mapped)
                marginalizeLoop(level+1U, idx, levelRes, idxRes,
                                prior, indexMap, result);
            else
            {
                const unsigned imax = shape_[level];
                const unsigned long myStride = strides_[level];
                const unsigned long resStride = result.strides_[levelRes];
                for (unsigned i=0; i<imax; ++i)
                {
                    marginalizeLoop(level+1U, idx, levelRes+1U, idxRes,
                                    prior, indexMap, result);
                    idx += myStride;
                    idxRes += resStride;
                }
            }
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric npstat::ArrayND< Numeric, Len, Dim >::max ( ) const

Maximum array element

Definition at line 5009 of file ArrayND.h.

References i.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"max\"");
        if (dim_)
        {
            Numeric maxval(data_[0]);
            for (unsigned long i=1UL; i<len_; ++i)
                if (ComplexComparesAbs<Numeric>::less(maxval, data_[i]))
                    maxval = data_[i];
            return maxval;
        }
        else
            return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric npstat::ArrayND< Numeric, Len, Dim >::max ( unsigned *  index,
unsigned  indexLen 
) const

Maximum array element and its index

Definition at line 5026 of file ArrayND.h.

References i.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"max\"");
        if (indexLen != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::max: incompatible index length");
        if (dim_)
        {
            unsigned long maxind = 0UL;
            Numeric maxval(data_[0]);
            for (unsigned long i=1UL; i<len_; ++i)
                if (ComplexComparesAbs<Numeric>::less(maxval, data_[i]))
                {
                    maxval = data_[i];
                    maxind = i;
                }
            convertLinearIndex(maxind, index, indexLen);
            return maxval;
        }
        else
            return localData_[0];
    }
template<typename Numeric, unsigned Len, unsigned Dim>
template<unsigned Len2, unsigned Dim2>
double npstat::ArrayND< Numeric, Len, Dim >::maxAbsDifference ( const ArrayND< Numeric, Len2, Dim2 > &  r) const

Largest absolute difference with another bin-compatible array

Definition at line 4110 of file ArrayND.h.

References npstat::absDifference(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, and npstat::ArrayND< Numeric, StackLen, StackDim >::localData_.

    {
        if (!isShapeCompatible(r)) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::maxAbsDifference: "
            "incompatible argument array shape");
        if (dim_)
        {
            double maxd = 0.0;
            for (unsigned long i=0; i<len_; ++i)
            {
                const Numeric rval = r.data_[i];
                const double d = absDifference(data_[i], rval);
                if (d > maxd)
                    maxd = d;
            }
            return maxd;
        }
        else
        {
            const Numeric rval = r.localData_[0];
            return absDifference(localData_[0], rval);
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
unsigned npstat::ArrayND< Numeric, Len, Dim >::maximumSpan ( ) const

Maximum span among all dimensions

Definition at line 5449 of file ArrayND.h.

References i.

    {
        unsigned maxspan = 0;
        for (unsigned i=0; i<dim_; ++i)
            if (shape_[i] > maxspan)
                maxspan = shape_[i];
        return maxspan;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric npstat::ArrayND< Numeric, Len, Dim >::min ( ) const

Minimum array element

Definition at line 4967 of file ArrayND.h.

References i.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"min\"");
        if (dim_)
        {
            Numeric minval(data_[0]);
            for (unsigned long i=1UL; i<len_; ++i)
                if (ComplexComparesAbs<Numeric>::less(data_[i], minval))
                    minval = data_[i];
            return minval;
        }
        else
            return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric npstat::ArrayND< Numeric, Len, Dim >::min ( unsigned *  index,
unsigned  indexLen 
) const

Minimum array element and its index

Definition at line 4984 of file ArrayND.h.

References i.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"min\"");
        if (indexLen != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::min: incompatible index length");
        if (dim_)
        {
            unsigned long minind = 0UL;
            Numeric minval(data_[0]);
            for (unsigned long i=1UL; i<len_; ++i)
                if (ComplexComparesAbs<Numeric>::less(data_[i], minval))
                {
                    minval = data_[i];
                    minind = i;
                }
            convertLinearIndex(minind, index, indexLen);
            return minval;
        }
        else
            return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
unsigned npstat::ArrayND< Numeric, Len, Dim >::minimumSpan ( ) const

Minimum span among all dimensions

Definition at line 5459 of file ArrayND.h.

References i.

    {
        if (dim_ == 0)
            return 0U;
        unsigned minspan = shape_[0];
        for (unsigned i=1; i<dim_; ++i)
            if (shape_[i] < minspan)
                minspan = shape_[i];
        return minspan;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
void npstat::ArrayND< Numeric, Len, Dim >::multiMirror ( ArrayND< Num2, Len2, Dim2 > *  out) const

Fill another array with all possible mirror images of this one. This other array must have twice the span in each dimension.

Definition at line 5274 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, npstat::doubleShape(), i, customizeTrackingMonitorSeedNumber::idx, prof2calltree::l, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_, and npstat::ArrayND< Numeric, StackLen, StackDim >::value().

    {
        assert(out);
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"multiMirror\"");
        if (!out->shapeIsKnown_)
            *out = ArrayND<Num2, Len2, Dim2>(doubleShape(shape()));
        if (dim_ != out->dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::multiMirror: incompatible argument array rank");

        if (dim_)
        {
            const unsigned *dshape = out->shape_;
            for (unsigned i=0; i<dim_; ++i)
                if (dshape[i] != shape_[i]*2U) throw npstat::NpstatInvalidArgument(
                    "In npstat::ArrayND::multiMirror: "
                    "incompatible argument array shape");

            if (dim_ >= CHAR_BIT*sizeof(unsigned long))
                 throw npstat::NpstatInvalidArgument(
                    "In npstat::ArrayND::multiMirror: "
                    "array rank is too large");
            const unsigned long maxcycle = 1UL << dim_;
            std::vector<unsigned> indexbuf(dim_*2U);
            unsigned* idx = &indexbuf[0];
            unsigned* mirror = idx + dim_;

            for (unsigned long ipt=0; ipt<len_; ++ipt)
            {
                unsigned long l = ipt;
                for (unsigned i=0; i<dim_; ++i)
                {
                    idx[i] = l / strides_[i];
                    l -= (idx[i] * strides_[i]);
                }
                for (unsigned long icycle=0UL; icycle<maxcycle; ++icycle)
                {
                    for (unsigned i=0; i<dim_; ++i)
                    {
                        if (icycle & (1UL << i))
                            mirror[i] = dshape[i] - idx[i] - 1U;
                        else
                            mirror[i] = idx[i];
                    }
                    out->value(mirror, dim_) = data_[ipt];
                }
            }
        }
        else
            out->localData_[0] = static_cast<Num2>(localData_[0]);
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayND& npstat::ArrayND< Numeric, StackLen, StackDim >::multiplyBySlice ( const ArrayND< Num2, Len2, Dim2 > &  slice,
const unsigned *  fixedIndices,
unsigned  nFixedIndices 
) [inline]

Convenience method which multiplies the array by a scale factor which varies across the slice

Definition at line 721 of file ArrayND.h.

        {
            applySlice(const_cast<ArrayND<Num2,Len2,Dim2>&>(slice),
                       fixedIndices, nFixedIndices,
                       multeq_left<Numeric,Num2>());
            return *this;
        }
template<typename Numeric, unsigned Len, unsigned Dim>
template<unsigned Len2, unsigned Dim2>
bool npstat::ArrayND< Numeric, Len, Dim >::operator!= ( const ArrayND< Numeric, Len2, Dim2 > &  r) const [inline]

Logical negation of operator==

Definition at line 4159 of file ArrayND.h.

References alignCSCRings::r.

    {
        return !(*this == r);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0) [inline]

Definition at line 3293 of file ArrayND.h.

References i.

    {
        if (1U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 1 array)");
        return data_[i];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5 
) const [inline]

Definition at line 3438 of file ArrayND.h.

    {
        if (6U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 6 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6,
unsigned  i7,
unsigned  i8,
unsigned  i9 
) const [inline]

Definition at line 3506 of file ArrayND.h.

    {
        if (10U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 10 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] +
                     i6*strides_[6] + i7*strides_[7] + i8*strides_[8] + i9];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2 
) [inline]

Definition at line 3526 of file ArrayND.h.

    {
        if (3U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 3 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6,
unsigned  i7 
) [inline]

Definition at line 3594 of file ArrayND.h.

    {
        if (8U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 8 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] +
                     i6*strides_[6] + i7];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5 
) [inline]

Definition at line 3563 of file ArrayND.h.

    {
        if (6U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 6 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6,
unsigned  i7,
unsigned  i8,
unsigned  i9 
) [inline]

Definition at line 3631 of file ArrayND.h.

    {
        if (10U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 10 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] +
                     i6*strides_[6] + i7*strides_[7] + i8*strides_[8] + i9];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( ) [inline]

Fortran-style subscripting without bounds checking (of course, with indices starting at 0).

Definition at line 3273 of file ArrayND.h.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"operator()\"");
        if (dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 0 array)");
        return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( ) const [inline]

Definition at line 3283 of file ArrayND.h.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"operator()\"");
        if (dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 0 array)");
        return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4 
) [inline]

Definition at line 3549 of file ArrayND.h.

    {
        if (5U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 5 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0) const [inline]

Definition at line 3302 of file ArrayND.h.

References i.

    {
        if (1U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 1 array)");
        return data_[i];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1 
) const [inline]

Definition at line 3363 of file ArrayND.h.

    {
        if (2U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 2 array)");
        return data_[i0*strides_[0] + i1];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2 
) const [inline]

Definition at line 3401 of file ArrayND.h.

    {
        if (3U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 3 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3 
) [inline]

Definition at line 3537 of file ArrayND.h.

    {
        if (4U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 4 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + i3];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3 
) const [inline]

Definition at line 3412 of file ArrayND.h.

    {
        if (4U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 4 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + i3];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4 
) const [inline]

Definition at line 3424 of file ArrayND.h.

    {
        if (5U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 5 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6 
) [inline]

Definition at line 3578 of file ArrayND.h.

    {
        if (7U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 7 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] + i6];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6 
) const [inline]

Definition at line 3453 of file ArrayND.h.

    {
        if (7U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 7 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] + i6];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6,
unsigned  i7 
) const [inline]

Definition at line 3469 of file ArrayND.h.

    {
        if (8U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 8 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] +
                     i6*strides_[6] + i7];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6,
unsigned  i7,
unsigned  i8 
) const [inline]

Definition at line 3487 of file ArrayND.h.

    {
        if (9U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 9 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] +
                     i6*strides_[6] + i7*strides_[7] + i8];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1 
) [inline]

Definition at line 3353 of file ArrayND.h.

    {
        if (2U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 2 array)");
        return data_[i0*strides_[0] + i1];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::operator() ( unsigned  i0,
unsigned  i1,
unsigned  i2,
unsigned  i3,
unsigned  i4,
unsigned  i5,
unsigned  i6,
unsigned  i7,
unsigned  i8 
) [inline]

Definition at line 3612 of file ArrayND.h.

    {
        if (9U != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator(): wrong # of args (not rank 9 array)");
        return data_[i0*strides_[0] + i1*strides_[1] + i2*strides_[2] + 
                     i3*strides_[3] + i4*strides_[4] + i5*strides_[5] +
                     i6*strides_[6] + i7*strides_[7] + i8];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 >
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::operator* ( const Num2 &  r) const

multiplication by a scalar

Definition at line 4168 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, and query::result.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"operator*\"");
        ArrayND<Numeric,Len,Dim> result(shape_, dim_);
        for (unsigned long i=0; i<len_; ++i)
            result.data_[i] = data_[i]*r;
        return result;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 >
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::operator*= ( const Num2 &  r)

In-place operators. Note that these work faster than the binary versions, i.e., A += B is much faster than A = A + B.

Definition at line 4245 of file ArrayND.h.

References i.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"operator*=\"");
        for (unsigned long i=0; i<len_; ++i)
            data_[i] *= r;
        return *this;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::operator+ ( ) const [inline]

operator+ returns a copy of this array

Definition at line 4224 of file ArrayND.h.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"operator+\"");
        return *this;
    }
template<typename Numeric, unsigned Len, unsigned Dim>
template<unsigned Len2, unsigned Dim2>
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::operator+ ( const ArrayND< Numeric, Len2, Dim2 > &  r) const

addition of two arrays

Definition at line 4196 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, and query::result.

    {
        if (!isShapeCompatible(r)) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator+: "
            "incompatible argument array shape");
        ArrayND<Numeric,Len,Dim> result(shape_, dim_);
        for (unsigned long i=0; i<len_; ++i)
            result.data_[i] = data_[i] + r.data_[i];
        return result;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::operator+= ( const ArrayND< Num2, Len2, Dim2 > &  r)

Definition at line 4390 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, and i.

    {
        if (!isShapeCompatible(r)) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator+=: "
            "incompatible argument array shape");
        for (unsigned long i=0; i<len_; ++i)
            data_[i] += r.data_[i];
        return *this;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::operator- ( ) const

operator- applies the unary minus operator to every element

Definition at line 4232 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, and query::result.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"operator-\"");
        ArrayND<Numeric,Len,Dim> result(shape_, dim_);
        for (unsigned long i=0; i<len_; ++i)
            result.data_[i] = -data_[i];
        return result;
    }
template<typename Numeric, unsigned Len, unsigned Dim>
template<unsigned Len2, unsigned Dim2>
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::operator- ( const ArrayND< Numeric, Len2, Dim2 > &  r) const

subtraction of two arrays

Definition at line 4211 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, and query::result.

    {
        if (!isShapeCompatible(r)) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator-: "
            "incompatible argument array shape");
        ArrayND<Numeric,Len,Dim> result(shape_, dim_);
        for (unsigned long i=0; i<len_; ++i)
            result.data_[i] = data_[i] - r.data_[i];
        return result;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::operator-= ( const ArrayND< Num2, Len2, Dim2 > &  r)

Definition at line 4417 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, and i.

    {
        if (!isShapeCompatible(r)) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::operator-=: "
            "incompatible argument array shape");
        for (unsigned long i=0; i<len_; ++i)
            data_[i] -= r.data_[i];
        return *this;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 >
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::operator/ ( const Num2 &  r) const

division by a scalar

Definition at line 4181 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, and query::result.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"operator/\"");
        if (r == Num2()) throw npstat::NpstatRuntimeError(
            "In npstat::ArrayND::operator/: division by zero");
        ArrayND<Numeric,Len,Dim> result(shape_, dim_);
        for (unsigned long i=0; i<len_; ++i)
            result.data_[i] = data_[i]/r;
        return result;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 >
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::operator/= ( const Num2 &  r)

Definition at line 4376 of file ArrayND.h.

References i.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"operator/=\"");
        if (r == Num2()) throw npstat::NpstatRuntimeError(
            "In npstat::ArrayND::operator/=: division by zero");
        for (unsigned long i=0; i<len_; ++i)
            data_[i] /= r;
        return *this;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::operator= ( const ArrayND< Num2, Len2, Dim2 > &  r)

Converting assignment operator

Definition at line 2927 of file ArrayND.h.

References npstat::copyBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, and npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_.

    {
        if ((void*)this == (void*)(&r))
            return *this;
        if (shapeIsKnown_)
        {
            if (!r.shapeIsKnown_) throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND assignment operator: "
                "uninitialized argument array");
            if (!isShapeCompatible(r)) throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND assignment operator: "
                "incompatible argument array shape");
            if (dim_)
                copyBuffer(data_, r.data_, len_);
            else
                localData_[0] = static_cast<Numeric>(r.localData_[0]);
        }
        else
        {
            // This object is uninitialized. If the object on the
            // right is itself initialized, make an in-place copy.
            if (r.shapeIsKnown_)
                new (this) ArrayND(r);
        }
        return *this;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::operator= ( const ArrayND< Numeric, StackLen, StackDim > &  r)

Assignment operator. The shape of the array on the right must be compatible with the shape of the array on the left. The only exception is when the array on the left has no shape at all (i.e., it was created by the default constructor or its "uninitialize" method was called). In this case the array on the left will assume the shape of the array on the right.

Definition at line 2897 of file ArrayND.h.

References npstat::copyBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, and npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_.

    {
        if (this == &r)
            return *this;
        if (shapeIsKnown_)
        {
            if (!r.shapeIsKnown_) throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND assignment operator: "
                "uninitialized argument array");
            if (!isShapeCompatible(r)) throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND assignment operator: "
                "incompatible argument array shape");
            if (dim_)
                copyBuffer(data_, r.data_, len_);
            else
                localData_[0] = r.localData_[0];
        }
        else
        {
            // This object is uninitialized. If the object on the
            // right is itself initialized, make an in-place copy.
            if (r.shapeIsKnown_)
                new (this) ArrayND(r);
        }
        return *this;
    }
template<typename Numeric, unsigned Len, unsigned Dim>
template<unsigned Len2, unsigned Dim2>
bool npstat::ArrayND< Numeric, Len, Dim >::operator== ( const ArrayND< Numeric, Len2, Dim2 > &  r) const

Compare two arrays for equality

Definition at line 4137 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, j, npstat::ArrayND< Numeric, StackLen, StackDim >::len_, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

    {
        if (shapeIsKnown_ != r.shapeIsKnown_)
            return false;
        if (r.dim_ != dim_)
            return false;
        if (r.len_ != len_)
            return false;
        for (unsigned i=0; i<dim_; ++i)
            if (shape_[i] != r.shape_[i])
                return false;
        for (unsigned i=0; i<dim_; ++i)
            assert(strides_[i] == r.strides_[i]);
        for (unsigned long j=0; j<len_; ++j)
            if (data_[j] != r.data_[j])
                return false;
        return true;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::outer ( const ArrayND< Num2, Len2, Dim2 > &  r) const

Outer product as a method (see also the outer product constructor)

Definition at line 4832 of file ArrayND.h.

References alignCSCRings::r.

    {
        return ArrayND<Numeric,Len,Dim>(*this, r);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num1 , unsigned Len1, unsigned Dim1, typename Num2 , unsigned Len2, unsigned Dim2>
void npstat::ArrayND< Numeric, Len, Dim >::outerProductLoop ( unsigned  level,
unsigned long  idx0,
unsigned long  idx1,
unsigned long  idx2,
const ArrayND< Num1, Len1, Dim1 > &  a1,
const ArrayND< Num2, Len2, Dim2 > &  a2 
) [private]

Definition at line 2810 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, testEve_cfg::level, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

Referenced by npstat::ArrayND< Numeric, StackLen, StackDim >::ArrayND().

    {
        const unsigned imax = shape_[level];
        if (level == dim_ - 1)
        {
            for (unsigned i=0; i<imax; ++i)
                data_[idx0 + i] = a1.data_[idx1]*a2.data_[idx2 + i];
        }
        else
        {
            for (unsigned i=0; i<imax; ++i)
            {
                outerProductLoop(level+1, idx0, idx1, idx2, a1, a2);
                idx0 += strides_[level];
                if (level < a1.dim_)
                    idx1 += a1.strides_[level];
                else
                    idx2 += a2.strides_[level - a1.dim_];
            }                                 
        }
    }
template<typename Numeric, unsigned Len, unsigned StackDim>
template<typename Num2 , typename Integer >
void npstat::ArrayND< Numeric, Len, StackDim >::processSubrange ( AbsArrayProjector< Numeric, Num2 > &  f,
const BoxND< Integer > &  subrange 
) const

This method runs over a subrange of the array and calls the argument functor on every point. This method will not call "clear" or "result" functions of the argument functor.

Definition at line 2344 of file ArrayND.h.

References npstat::destroyBuffer(), npstat::BoxND< Numeric >::dim(), i, and npstat::makeBuffer().

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"processSubrange\"");
        if (!dim_) throw npstat::NpstatInvalidArgument(
            "npstat::ArrayND::processSubrange method "
            "can not be used with array of 0 rank");
        if (dim_ != subrange.dim()) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::processSubrange: incompatible subrange rank");
        unsigned ibuf[StackDim];
        unsigned* buf = makeBuffer(dim_, ibuf, StackDim);
        for (unsigned i=0; i<dim_; ++i)
            buf[i] = 0U;
        processSubrangeLoop(0U, 0UL, buf, f, subrange);
        destroyBuffer(buf, ibuf);
    }
template<typename Numeric, unsigned Len, unsigned Dim>
template<typename Num2 , typename Integer >
void npstat::ArrayND< Numeric, Len, Dim >::processSubrangeLoop ( unsigned  level,
unsigned long  idx0,
unsigned *  currentIndex,
AbsArrayProjector< Numeric, Num2 > &  f,
const BoxND< Integer > &  subrange 
) const [private]

Definition at line 2301 of file ArrayND.h.

References i, testEve_cfg::level, npstat::Interval< Numeric >::max(), npstat::Interval< Numeric >::min(), and npstat::AbsArrayProjector< Input, Result >::process().

    {
        // Deal with possible negative limits first
        const Interval<Integer>& levelRange(subrange[level]);
        long long int iminl = static_cast<long long int>(levelRange.min());
        if (iminl < 0LL) iminl = 0LL;
        long long int imaxl = static_cast<long long int>(levelRange.max());
        if (imaxl < 0LL) imaxl = 0LL;

        // Now deal with possible out-of-range limits
        const unsigned imin = static_cast<unsigned>(iminl);
        unsigned imax = static_cast<unsigned>(imaxl);
        if (imax > shape_[level])
            imax = shape_[level];

        if (level == dim_ - 1)
        {
            idx0 += imin;
            for (unsigned i=imin; i<imax; ++i, ++idx0)
            {
                currentIndex[level] = i;
                f.process(currentIndex, dim_, idx0, data_[idx0]);
            }
        }
        else
        {
            const unsigned long stride = strides_[level];
            idx0 += imin*stride;
            for (unsigned i=imin; i<imax; ++i)
            {
                currentIndex[level] = i;
                processSubrangeLoop(level+1U, idx0, currentIndex, f, subrange);
                idx0 += stride;
            }
        }
    }
template<typename Numeric, unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 >
void npstat::ArrayND< Numeric, StackLen, StackDim >::project ( ArrayND< Num2, Len2, Dim2 > *  projection,
AbsVisitor< Numeric, Num3 > &  projector,
const unsigned *  projectedIndices,
unsigned  nProjectedIndices 
) const

Definition at line 2103 of file ArrayND.h.

    {
        assert(projection);
        verifyProjectionCompatibility(*projection, projectedIndices,
                                      nProjectedIndices);
        projectLoop2(0U, 0UL, 0U, 0UL, projection,
                     projector, projectedIndices, nProjectedIndices,
                     scast_assign_left<Num2,Num3>());
    }
template<typename Numeric, unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 >
void npstat::ArrayND< Numeric, StackLen, StackDim >::project ( ArrayND< Num2, Len2, Dim2 > *  projection,
AbsArrayProjector< Numeric, Num3 > &  projector,
const unsigned *  projectedIndices,
unsigned  nProjectedIndices 
) const

This method fills a projection. The array to which "projection" argument points should normally be created by the slicing constructor using this array as an argument. "projectedIndices" should be the same as "indices" specified during the slice creation.

Definition at line 1966 of file ArrayND.h.

References npstat::destroyBuffer(), i, and npstat::makeBuffer().

    {
        assert(projection);
        verifyProjectionCompatibility(*projection, projectedIndices,
                                      nProjectedIndices);
        unsigned ibuf[StackDim];
        unsigned* buf = makeBuffer(dim_, ibuf, StackDim);
        for (unsigned i=0; i<dim_; ++i)
            buf[i] = 0U;
        projectLoop(0U, 0UL, 0U, 0UL, buf, projection,
                    projector, projectedIndices, nProjectedIndices,
                    scast_assign_left<Num2,Num3>());
        destroyBuffer(buf, ibuf);
    }
template<typename Numeric, unsigned StackLen, unsigned StackDim>
template<typename Num2 >
void npstat::ArrayND< Numeric, StackLen, StackDim >::projectInnerLoop ( unsigned  level,
unsigned long  idx0,
unsigned *  currentIndex,
AbsArrayProjector< Numeric, Num2 > &  projector,
const unsigned *  projectedIndices,
unsigned  nProjectedIndices 
) const [private]

Definition at line 1823 of file ArrayND.h.

References i, customizeTrackingMonitorSeedNumber::idx, prof2calltree::last, testEve_cfg::level, and npstat::AbsArrayProjector< Input, Result >::process().

    {
        // level :  dimension number among indices which are being iterated
        const unsigned idx = projectedIndices[level];
        const unsigned imax = shape_[idx];
        const unsigned long stride = strides_[idx];
        const bool last = (level == nProjectedIndices - 1);

        for (unsigned i = 0; i<imax; ++i)
        {
            currentIndex[idx] = i;
            if (last)
                projector.process(currentIndex, dim_, idx0, data_[idx0]);
            else
                projectInnerLoop(level+1, idx0, currentIndex, projector, 
                                 projectedIndices, nProjectedIndices);
            idx0 += stride;
        }
    }
template<typename Numeric, unsigned StackLen, unsigned StackDim>
template<typename Num2 >
void npstat::ArrayND< Numeric, StackLen, StackDim >::projectInnerLoop2 ( unsigned  level,
unsigned long  idx0,
AbsVisitor< Numeric, Num2 > &  projector,
const unsigned *  projectedIndices,
unsigned  nProjectedIndices 
) const [private]

Definition at line 2029 of file ArrayND.h.

References i, customizeTrackingMonitorSeedNumber::idx, prof2calltree::last, testEve_cfg::level, and npstat::AbsVisitor< Input, Result >::process().

    {
        const unsigned idx = projectedIndices[level];
        const unsigned imax = shape_[idx];
        const unsigned long stride = strides_[idx];
        const bool last = (level == nProjectedIndices - 1);

        for (unsigned i = 0; i<imax; ++i)
        {
            if (last)
                projector.process(data_[idx0+i*stride]);
            else
                projectInnerLoop2(level+1, idx0+i*stride, projector, 
                                  projectedIndices, nProjectedIndices);
        }
    }
template<typename Numeric, unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 , class Op >
void npstat::ArrayND< Numeric, StackLen, StackDim >::projectLoop ( unsigned  level,
unsigned long  idx0,
unsigned  level1,
unsigned long  idx1,
unsigned *  currentIndex,
ArrayND< Num2, Len2, Dim2 > *  projection,
AbsArrayProjector< Numeric, Num3 > &  projector,
const unsigned *  projectedIndices,
unsigned  nProjectedIndices,
Op  fcn 
) const [private]

Definition at line 1851 of file ArrayND.h.

References npstat::AbsArrayProjector< Input, Result >::clear(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, fcn(), i, j, testEve_cfg::level, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, npstat::AbsArrayProjector< Input, Result >::result(), and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

    {
        // level        : dimension number in this array
        // level1       : dimension number in the projection
        // idx0         : linear index in this array
        // idx1         : linear index in the projection
        // currentIndex : cycled over in this loop with the exception of the
        //                dimensions which are iterated over to build the
        //                projection
        if (level == dim_)
        {
            assert(level1 == projection->dim_);
            projector.clear();
            projectInnerLoop(0U, idx0, currentIndex, projector,
                             projectedIndices, nProjectedIndices);
            if (projection->dim_)
                fcn(projection->data_[idx1], projector.result());
            else
                fcn(projection->localData_[0], projector.result());
        }
        else
        {
            bool iterated = false;
            for (unsigned j=0; j<nProjectedIndices; ++j)
                if (projectedIndices[j] == level)
                {
                    iterated = true;
                    break;
                }
            if (iterated)
            {
                // This index will be iterated over inside "projectInnerLoop"
                projectLoop(level+1, idx0, level1, idx1,
                            currentIndex, projection, projector,
                            projectedIndices, nProjectedIndices, fcn);
            }
            else
            {
                const unsigned imax = shape_[level];
                const unsigned long stride = strides_[level];
                // We will not be able to get here if projection->dim_ is 0.
                // Therefore, it is safe to access projection->strides_.
                const unsigned long stride2 = projection->strides_[level1];
                for (unsigned i = 0; i<imax; ++i)
                {
                    currentIndex[level] = i;
                    projectLoop(level+1, idx0+i*stride,
                                level1+1, idx1+i*stride2,
                                currentIndex, projection, projector,
                                projectedIndices, nProjectedIndices, fcn);
                }
            }
        }
    }
template<typename Numeric, unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 , class Op >
void npstat::ArrayND< Numeric, StackLen, StackDim >::projectLoop2 ( unsigned  level,
unsigned long  idx0,
unsigned  level1,
unsigned long  idx1,
ArrayND< Num2, Len2, Dim2 > *  projection,
AbsVisitor< Numeric, Num3 > &  projector,
const unsigned *  projectedIndices,
unsigned  nProjectedIndices,
Op  fcn 
) const [private]

Definition at line 2053 of file ArrayND.h.

References npstat::AbsVisitor< Input, Result >::clear(), npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, fcn(), i, j, testEve_cfg::level, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, npstat::AbsVisitor< Input, Result >::result(), and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

    {
        if (level == dim_)
        {
            assert(level1 == projection->dim_);
            projector.clear();
            projectInnerLoop2(0U, idx0, projector,
                              projectedIndices, nProjectedIndices);
            if (projection->dim_)
                fcn(projection->data_[idx1], projector.result());
            else
                fcn(projection->localData_[0], projector.result());
        }
        else
        {
            bool fixed = false;
            for (unsigned j=0; j<nProjectedIndices; ++j)
                if (projectedIndices[j] == level)
                {
                    fixed = true;
                    break;
                }
            if (fixed)
            {
                projectLoop2(level+1, idx0, level1, idx1,
                             projection, projector,
                             projectedIndices, nProjectedIndices, fcn);
            }
            else
            {
                const unsigned imax = shape_[level];
                const unsigned long stride = strides_[level];
                const unsigned long stride2 = projection->strides_[level1];
                for (unsigned i = 0; i<imax; ++i)
                    projectLoop2(level+1, idx0+i*stride,
                                 level1+1, idx1+i*stride2,
                                 projection, projector,
                                 projectedIndices, nProjectedIndices, fcn);
            }
        }
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
unsigned npstat::ArrayND< Numeric, StackLen, StackDim >::rank ( ) const [inline]
template<typename Numeric , unsigned Len, unsigned Dim>
void npstat::ArrayND< Numeric, Len, Dim >::restore ( const gs::ClassId &  id,
std::istream &  in,
ArrayND< Numeric, StackLen, StackDim > *  array 
) [static]

Definition at line 5870 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::buildStrides(), cond::rpcobimon::current, npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, npstat::ArrayND< Numeric, StackLen, StackDim >::len_, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, npstat::ArrayND< Numeric, StackLen, StackDim >::localShape_, npstat::makeBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_, and npstat::ArrayND< Numeric, StackLen, StackDim >::uninitialize().

Referenced by npstat::LinInterpolatedTableND< Numeric, Axis >::read(), and npstat::HistoND< Numeric, Axis >::read().

    {
        static const gs::ClassId current(gs::ClassId::makeId<ArrayND<Numeric,Len,Dim> >());
        current.ensureSameId(id);

        ArrayShape rshape;
        gs::read_pod_vector(in, &rshape);
        if (in.fail()) throw gs::IOReadFailure(
            "In npstat::ArrayND::restore: input stream failure (checkpoint 0)");

        assert(array);
        array->uninitialize();
        array->dim_ = rshape.size();
        array->shapeIsKnown_ = true;
        array->len_ = 1UL;
        if (array->dim_)
        {
            array->shape_ = makeBuffer(array->dim_, array->localShape_, Dim);
            for (unsigned i=0; i<array->dim_; ++i)
            {
                array->shape_[i] = rshape[i];
                assert(array->shape_[i]);
                array->len_ *= array->shape_[i];
            }
            array->buildStrides();
            array->data_ = makeBuffer(array->len_, array->localData_, Len);
            gs::read_array(in, array->data_, array->len_);
        }
        else
            gs::restore_item(in, array->localData_, false);
        if (in.fail()) throw gs::IOReadFailure(
            "In npstat::ArrayND::restore: input stream failure (checkpoint 1)");
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
void npstat::ArrayND< Numeric, Len, Dim >::rotate ( const unsigned *  shifts,
unsigned  lenShifts,
ArrayND< Num2, Len2, Dim2 > *  rotated 
) const

Rotation. Place the result into another array. The elements with indices 0 in the current array will become elements with indices "shifts" in the rotated array.

Definition at line 5329 of file ArrayND.h.

References npstat::clearBuffer(), npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, and npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_.

    {
        assert(rotated);
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"rotate\"");
        // Can't rotate into itself -- it will be a mess
        if ((void*)rotated == (void*)this) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::rotate: can not rotate array into itself");
        if (!rotated->shapeIsKnown_)
            *rotated = *this;
        if (dim_ != rotated->dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::rotate: incompatible argument array rank");
        if (lenShifts != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::rotate: incompatible dimensionality of shifts");

        if (dim_)
        {
            assert(shifts);
            if (dim_ > CHAR_BIT*sizeof(unsigned long))
                throw npstat::NpstatInvalidArgument(
                    "In npstat::ArrayND::rotate: array rank is too large");
            unsigned buf[CHAR_BIT*sizeof(unsigned long)];
            clearBuffer(buf, dim_);
            (const_cast<ArrayND*>(this))->flatCircularLoop(
                0U, 0UL, 0UL, buf, shape_, shifts,
                *rotated, scast_assign_right<Numeric,Num2>());
        }
        else
            rotated->localData_[0] = static_cast<Num2>(localData_[0]);
    }
template<typename Numeric , unsigned StackLen, unsigned StackDim>
template<typename Num2 , class Functor >
void npstat::ArrayND< Numeric, StackLen, StackDim >::scaleBySliceInnerLoop ( unsigned  level,
unsigned long  idx0,
Num2 &  scale,
const unsigned *  projectedIndices,
unsigned  nProjectedIndices,
Functor  binaryFunct 
) [private]

Definition at line 2151 of file ArrayND.h.

References data, i, customizeTrackingMonitorSeedNumber::idx, and testEve_cfg::level.

    {
        const unsigned idx = projectedIndices[level];
        const unsigned imax = shape_[idx];
        const unsigned long stride = strides_[idx];

        if (level == nProjectedIndices - 1)
        {
            Numeric* data = data_ + idx0;
            for (unsigned i = 0; i<imax; ++i)
                binaryFunct(data[i*stride], scale);
        }
        else
            for (unsigned i = 0; i<imax; ++i)
                scaleBySliceInnerLoop(level+1, idx0+i*stride, scale,
                                      projectedIndices, nProjectedIndices,
                                      binaryFunct);
    }
template<typename Numeric , unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor >
void npstat::ArrayND< Numeric, StackLen, StackDim >::scaleBySliceLoop ( unsigned  level,
unsigned long  idx0,
unsigned  level1,
unsigned long  idx1,
ArrayND< Num2, Len2, Dim2 > &  slice,
const unsigned *  fixedIndices,
unsigned  nFixedIndices,
Functor  binaryFunct 
) [private]

Definition at line 2175 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, j, testEve_cfg::level, npstat::ArrayND< Numeric, StackLen, StackDim >::localData_, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

    {
        if (level == dim_)
        {
            assert(level1 == slice.dim_);
            Num2& scaleFactor = slice.dim_ ? slice.data_[idx1] : 
                                             slice.localData_[0];
            scaleBySliceInnerLoop(0U, idx0, scaleFactor, projectedIndices,
                                  nProjectedIndices, binaryFunct);
        }
        else
        {
            bool fixed = false;
            for (unsigned j=0; j<nProjectedIndices; ++j)
                if (projectedIndices[j] == level)
                {
                    fixed = true;
                    break;
                }
            if (fixed)
            {
                scaleBySliceLoop(level+1, idx0, level1, idx1, slice,
                                 projectedIndices, nProjectedIndices,
                                 binaryFunct);
            }
            else
            {
                const unsigned imax = shape_[level];
                const unsigned long stride = strides_[level];
                const unsigned long stride2 = slice.strides_[level1];
                for (unsigned i = 0; i<imax; ++i)
                    scaleBySliceLoop(level+1, idx0+i*stride, level1+1,
                                     idx1+i*stride2, slice, projectedIndices,
                                     nProjectedIndices, binaryFunct);
            }
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<class Functor >
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::scanInPlace ( Functor  f)

This method applies a single-argument functor to each element of the array. The result returned by the functor is ignored inside the scan. Depending on what the functor does, the array values may or may not be modified (they can be modified if the functor takes its argument via a non-const reference).

Definition at line 4573 of file ArrayND.h.

References f, and i.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"scanInPlace\"");
        for (unsigned long i=0; i<len_; ++i)
            f(data_[i]);
        return *this;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 >
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::setData ( const Num2 *  data,
unsigned long  dataLength 
) [inline]

This method modifies all the data in one statement

Definition at line 2365 of file ArrayND.h.

References npstat::copyBuffer().

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"setData\"");
        if (dataLength != len_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::setData: incompatible input data length");
        copyBuffer(data_, data, dataLength);
        return *this;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
ArrayShape npstat::ArrayND< Numeric, Len, Dim >::shape ( void  ) const [inline]

Get the complete shape

Definition at line 2983 of file ArrayND.h.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"shape\"");
        return ArrayShape(shape_, shape_+dim_);
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
const unsigned* npstat::ArrayND< Numeric, StackLen, StackDim >::shapeData ( ) const [inline]

Shape data as a C-style array

Definition at line 246 of file ArrayND.h.

{return shape_;}
template<typename Numeric , unsigned Len, unsigned Dim>
unsigned npstat::ArrayND< Numeric, Len, Dim >::span ( unsigned  dim) const [inline]

Get the number of elements in some particular dimension

Definition at line 5440 of file ArrayND.h.

Referenced by npstat::Private::ArrayMapper< Num1, Len1, Dim1, Num2, Len2, Dim2 >::ArrayMapper().

    {
        if (dim >= dim_)
            throw npstat::NpstatOutOfRange(
                "In npstat::ArrayND::span: dimension number is out of range");
        return shape_[dim];
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
const unsigned long* npstat::ArrayND< Numeric, StackLen, StackDim >::strides ( ) const [inline]

Get the strides

Definition at line 261 of file ArrayND.h.

{return strides_;}
template<typename Numeric, unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 >
void npstat::ArrayND< Numeric, StackLen, StackDim >::subtractFromProjection ( ArrayND< Num2, Len2, Dim2 > *  projection,
AbsVisitor< Numeric, Num3 > &  projector,
const unsigned *  projectedIndices,
unsigned  nProjectedIndices 
) const

Definition at line 2135 of file ArrayND.h.

    {
        assert(projection);
        verifyProjectionCompatibility(*projection, projectedIndices,
                                      nProjectedIndices);
        projectLoop2(0U, 0UL, 0U, 0UL, projection,
                     projector, projectedIndices, nProjectedIndices,
                     scast_minuseq_left<Num2,Num3>());
    }
template<typename Numeric, unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 >
void npstat::ArrayND< Numeric, StackLen, StackDim >::subtractFromProjection ( ArrayND< Num2, Len2, Dim2 > *  projection,
AbsArrayProjector< Numeric, Num3 > &  projector,
const unsigned *  projectedIndices,
unsigned  nProjectedIndices 
) const

Definition at line 2008 of file ArrayND.h.

References npstat::destroyBuffer(), i, and npstat::makeBuffer().

    {
        assert(projection);
        verifyProjectionCompatibility(*projection, projectedIndices,
                                      nProjectedIndices);
        unsigned ibuf[StackDim];
        unsigned* buf = makeBuffer(dim_, ibuf, StackDim);
        for (unsigned i=0; i<dim_; ++i)
            buf[i] = 0U;
        projectLoop(0U, 0UL, 0U, 0UL, buf, projection,
                    projector, projectedIndices, nProjectedIndices,
                    scast_minuseq_left<Num2,Num3>());        
        destroyBuffer(buf, ibuf);
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 >
Num2 npstat::ArrayND< Numeric, Len, Dim >::sum ( ) const

Sum of all array elements which uses Num2 type as accumulator. Typically, the precision and dynamic range of Num2 should be suitably larger than the precision and dynamic range of Numeric. For example, if Numeric is float then Num2 should be double, etc.

Definition at line 4941 of file ArrayND.h.

References i.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"sum\"");
        Num2 sum = Num2();
        for (unsigned long i=0; i<len_; ++i)
            sum += data_[i];
        return sum;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Accumulator >
Accumulator npstat::ArrayND< Numeric, Len, Dim >::sumBelowLoop ( unsigned  level,
unsigned long  idx0,
const unsigned *  limit 
) const [private]

Definition at line 5131 of file ArrayND.h.

References i, and testEve_cfg::level.

    {
        Accumulator cdf = Accumulator();
        const unsigned imax = limit[level] + 1U;
        if (level == dim_ - 1)
        {
            Numeric* base = data_ + idx0;
            for (unsigned i=0; i<imax; ++i)
                cdf += base[i];
        }
        else
        {
            const unsigned long stride = strides_[level];
            for (unsigned i=0; i<imax; ++i, idx0+=stride)
                cdf += sumBelowLoop<Accumulator>(level+1, idx0, limit);
        }
        return cdf;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
template<typename Num2 >
Num2 npstat::ArrayND< Numeric, Len, Dim >::sumsq ( ) const

Sum of absolute values squared which uses Num2 as accumulator. Function std::abs(Numeric) must exist.

Definition at line 4953 of file ArrayND.h.

References npstat::absValue(), and i.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"sumsq\"");
        Num2 sum = Num2();
        for (unsigned long i=0; i<len_; ++i)
        {
            const Num2 absval = absValue(data_[i]);
            sum += absval*absval;
        }
        return sum;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::transpose ( unsigned  pos1,
unsigned  pos2 
) const

Transposed array

Definition at line 5243 of file ArrayND.h.

References npstat::copyBuffer(), npstat::destroyBuffer(), npstat::makeBuffer(), query::result, swap(), and geometryDiff::transpose().

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"transpose\"");
        if (!(pos1 < dim_ && pos2 < dim_ && pos1 != pos2))
            throw npstat::NpstatInvalidArgument("In npstat::ArrayND::transpose: "
                                        "incompatible transposition indices");
        if (dim_ == 2)
            return transpose();
        else
        {
            // Construct the new shape
            unsigned newshapeBuf[Dim];
            unsigned *newshape = makeBuffer(dim_, newshapeBuf, Dim);
            copyBuffer(newshape, shape_, dim_);
            std::swap(newshape[pos1], newshape[pos2]);

            // Form the result array
            ArrayND<Numeric,Len,Dim> result(newshape, dim_);

            // Fill the result array
            transposeLoop(0, pos1, pos2, 0UL, 0UL, result);

            destroyBuffer(newshape, newshapeBuf);
            return result;
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::transpose ( ) const

Transpose without arguments can be invoked for 2-d arrays only

Definition at line 5052 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, j, and query::result.

    {
        if (dim_ != 2) throw npstat::NpstatInvalidArgument(
            "npstat::ArrayND::transpose method "
            "can not be used with arrays of rank other than 2");
        unsigned newshape[2];
        newshape[0] = shape_[1];
        newshape[1] = shape_[0];
        ArrayND<Numeric,Len,Dim> result(newshape, dim_);
        const unsigned imax = shape_[0];
        const unsigned jmax = shape_[1];
        for (unsigned i=0; i<imax; ++i)
            for (unsigned j=0; j<jmax; ++j)
                result.data_[j*imax + i] = data_[i*jmax + j];
        return result;
    }
template<typename Numeric , unsigned Len, unsigned Dim>
void npstat::ArrayND< Numeric, Len, Dim >::transposeLoop ( unsigned  level,
unsigned  pos1,
unsigned  pos2,
unsigned long  idxThis,
unsigned long  idxRes,
ArrayND< Numeric, StackLen, StackDim > &  result 
) const [private]

Definition at line 4918 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::data_, i, testEve_cfg::level, and npstat::ArrayND< Numeric, StackLen, StackDim >::strides_.

    {
        const unsigned imax = shape_[level];
        const unsigned long mystride = strides_[level];
        const unsigned relevel = level == pos1 ? pos2 : 
            (level == pos2 ? pos1 : level);
        const unsigned long restride = result.strides_[relevel];
        const bool ready = (level == dim_ - 1);
        for (unsigned i=0; i<imax; ++i)
        {
            if (ready)
                result.data_[idxRes] = data_[idxThis];
            else
                transposeLoop(level+1, pos1, pos2, idxThis, idxRes, result);
            idxThis += mystride;
            idxRes += restride;
        }
    }
template<typename Numeric , unsigned Len, unsigned Dim>
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::uninitialize ( )

The function which can "uninitialize" the array to the same state as produced by the default constructor. Can be applied in order to force the assignment operators to work.

Definition at line 4601 of file ArrayND.h.

References npstat::destroyBuffer().

Referenced by npstat::HistoND< Numeric, Axis >::operator=(), and npstat::ArrayND< Numeric, StackLen, StackDim >::restore().

template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::value ( const unsigned *  index,
unsigned  indexLen 
) [inline]

Element access using multidimensional array index (no bounds checking). The length of the index array must be equal to the rank of this object.

Definition at line 3099 of file ArrayND.h.

References i, and customizeTrackingMonitorSeedNumber::idx.

Referenced by npstat::ArrayND< Numeric, StackLen, StackDim >::multiMirror().

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"value\"");
        if (dim != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::value: incompatible index length");
        if (dim)
        {
            assert(index);
            unsigned long idx = 0UL;
            for (unsigned i=0; i<dim_; ++i)
                idx += index[i]*strides_[i];
            return data_[idx];
        }
        else
            return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::value ( const unsigned *  index,
unsigned  indexLen 
) const [inline]

Definition at line 3119 of file ArrayND.h.

References i, and customizeTrackingMonitorSeedNumber::idx.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"value\"");
        if (dim != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::value: incompatible index length");
        if (dim)
        {
            assert(index);
            unsigned long idx = 0UL;
            for (unsigned i=0; i<dim_; ++i)
                idx += index[i]*strides_[i];
            return data_[idx];
        }
        else
            return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::valueAt ( const unsigned *  index,
unsigned  indexLen 
) const [inline]

Definition at line 3225 of file ArrayND.h.

References i, and customizeTrackingMonitorSeedNumber::idx.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"valueAt\"");
        if (dim != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::valueAt: incompatible index length");
        if (dim)
        {
            assert(index);
            unsigned long idx = 0UL;
            for (unsigned i=0; i<dim_; ++i)
            {
                if (index[i] >= shape_[i]) throw npstat::NpstatOutOfRange(
                    "In npstat::ArrayND::valueAt: index out of range");
                idx += index[i]*strides_[i];
            }
            return data_[idx];
        }
        else
            return localData_[0];
    }
template<typename Numeric , unsigned Len, unsigned Dim>
Numeric & npstat::ArrayND< Numeric, Len, Dim >::valueAt ( const unsigned *  index,
unsigned  indexLen 
) [inline]

Element access using multidimensional array index (with bounds checking)

Definition at line 3249 of file ArrayND.h.

References i, and customizeTrackingMonitorSeedNumber::idx.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"valueAt\"");
        if (dim != dim_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::valueAt: incompatible index length");
        if (dim)
        {
            assert(index);
            unsigned long idx = 0UL;
            for (unsigned i=0; i<dim_; ++i)
            {
                if (index[i] >= shape_[i]) throw npstat::NpstatOutOfRange(
                    "In npstat::ArrayND::valueAt: index out of range");
                idx += index[i]*strides_[i];
            }
            return data_[idx];
        }
        else
            return localData_[0];
    }
template<typename Numeric , unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
void npstat::ArrayND< Numeric, StackLen, StackDim >::verifyProjectionCompatibility ( const ArrayND< Num2, Len2, Dim2 > &  projection,
const unsigned *  projectedIndices,
unsigned  nProjectedIndices 
) const [private]

Definition at line 1915 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, j, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_.

    {
        if (!(nProjectedIndices && nProjectedIndices <= dim_))
            throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND::verifyProjectionCompatibility: "
                "invalid number of projected indices");
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling "
            "method \"verifyProjectionCompatibility\"");
        if (!projection.shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::verifyProjectionCompatibility: "
            "uninitialized argument array");
        if (projection.dim_ != dim_ - nProjectedIndices)
            throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND::verifyProjectionCompatibility: "
                "incompatible argument array rank");
        assert(projectedIndices);

        for (unsigned j=0; j<nProjectedIndices; ++j)
            if (projectedIndices[j] >= dim_) throw npstat::NpstatOutOfRange(
                "In npstat::ArrayND::verifyProjectionCompatibility: "
                "projected index out of range");

        // Check projection shape compatibility
        unsigned sliceDim = 0U;
        for (unsigned i=0; i<dim_; ++i)
        {
            bool fixed = false;
            for (unsigned j=0; j<nProjectedIndices; ++j)
                if (projectedIndices[j] == i)
                {
                    fixed = true;
                    break;
                }
            if (!fixed)
            {
                if (shape_[i] != projection.shape_[sliceDim])
                     throw npstat::NpstatInvalidArgument(
                         "In npstat::ArrayND::verifyProjectionCompatibility: "
                         "incompatible argument array dimensions");
                ++sliceDim;
            }
        }
        assert(sliceDim == projection.dim_);
    }
template<typename Numeric , unsigned StackLen, unsigned StackDim>
template<typename Num2 , unsigned Len2, unsigned Dim2>
unsigned long npstat::ArrayND< Numeric, StackLen, StackDim >::verifySliceCompatibility ( const ArrayND< Num2, Len2, Dim2 > &  slice,
const unsigned *  fixedIndices,
const unsigned *  fixedIndexValues,
unsigned  nFixedIndices 
) const [private]

Definition at line 1698 of file ArrayND.h.

References npstat::ArrayND< Numeric, StackLen, StackDim >::dim_, i, customizeTrackingMonitorSeedNumber::idx, j, npstat::ArrayND< Numeric, StackLen, StackDim >::shape_, and npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_.

    {
        if (!(nFixedIndices && nFixedIndices <= dim_))
            throw npstat::NpstatInvalidArgument(
                "In npstat::ArrayND::verifySliceCompatibility: "
                "invalid number of fixed indices");
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling "
            "method \"verifySliceCompatibility\"");
        if (!slice.shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::verifySliceCompatibility: "
            "uninitialized argument array");
        if (slice.dim_ != dim_ - nFixedIndices) throw npstat::NpstatInvalidArgument(
            "In npstat::ArrayND::verifySliceCompatibility: "
            "incompatible argument array rank");
        assert(fixedIndices);
        assert(fixedIndexValues);

        for (unsigned j=0; j<nFixedIndices; ++j)
            if (fixedIndices[j] >= dim_) throw npstat::NpstatOutOfRange(
                "In npstat::ArrayND::verifySliceCompatibility: "
                "fixed index out of range");

        // Check slice shape compatibility
        unsigned long idx = 0UL;
        unsigned sliceDim = 0U;
        for (unsigned i=0; i<dim_; ++i)
        {
            bool fixed = false;
            for (unsigned j=0; j<nFixedIndices; ++j)
                if (fixedIndices[j] == i)
                {
                    fixed = true;
                    if (fixedIndexValues[j] >= shape_[i])
                        throw npstat::NpstatOutOfRange(
                            "In npstat::ArrayND::verifySliceCompatibility: "
                            "fixed index value out of range");
                    idx += fixedIndexValues[j]*strides_[i];
                    break;
                }
            if (!fixed)
            {
                if (shape_[i] != slice.shape_[sliceDim])
                     throw npstat::NpstatInvalidArgument(
                         "In npstat::ArrayND::verifySliceCompatibility: "
                         "incompatible argument array dimensions");
                ++sliceDim;
            }
        }       
        assert(sliceDim == slice.dim_);
        return idx;
    }
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
static unsigned npstat::ArrayND< Numeric, StackLen, StackDim >::version ( ) [inline, static]

Definition at line 996 of file ArrayND.h.

{return 1;}
template<typename Numeric , unsigned StackLen, unsigned StackDim>
bool npstat::ArrayND< Numeric, StackLen, StackDim >::write ( std::ostream &  of) const

Definition at line 5859 of file ArrayND.h.

    {
        if (!shapeIsKnown_) throw npstat::NpstatInvalidArgument(
            "Initialize npstat::ArrayND before calling method \"write\"");
        gs::write_pod_vector(os, shape());
        return !os.fail() && 
            (dim_ ? gs::write_array(os, data_, len_) : 
             gs::write_item(os, localData_[0], false));
    }

Friends And Related Function Documentation

template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
npstat::ArrayND< Numeric, StackLen, StackDim >::ArrayND [friend]

Definition at line 51 of file ArrayND.h.


Member Data Documentation

template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
Numeric* npstat::ArrayND< Numeric, StackLen, StackDim >::data_ [private]

Definition at line 1001 of file ArrayND.h.

Referenced by npstat::ArrayND< Numeric, StackLen, StackDim >::addmul(), npstat::ArrayND< Numeric, StackLen, StackDim >::ArrayND(), npstat::ArrayND< Numeric, StackLen, StackDim >::assign(), npstat::ArrayND< Numeric, StackLen, StackDim >::cdfArray(), npstat::ArrayND< Numeric, StackLen, StackDim >::circularFlatLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::commonSubrangeLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::contractLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::convertToLastDimCdfLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::copyRangeLoopFunct(), npstat::ArrayND< Num1, Len1, Dim1 >::data(), npstat::ArrayND< Numeric, StackLen, StackDim >::derivative(), npstat::ArrayND< Numeric, StackLen, StackDim >::dot(), npstat::ArrayND< Numeric, StackLen, StackDim >::dotProductLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::dualCircularLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::flatCircularLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::isClose(), npstat::ArrayND< Numeric, StackLen, StackDim >::jointScan(), npstat::ArrayND< Numeric, StackLen, StackDim >::jointSliceLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::marginalize(), npstat::ArrayND< Numeric, StackLen, StackDim >::marginalizeLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::maxAbsDifference(), npstat::ArrayND< Numeric, StackLen, StackDim >::operator*(), npstat::ArrayND< Numeric, StackLen, StackDim >::operator+(), npstat::ArrayND< Numeric, StackLen, StackDim >::operator+=(), npstat::ArrayND< Numeric, StackLen, StackDim >::operator-(), npstat::ArrayND< Numeric, StackLen, StackDim >::operator-=(), npstat::ArrayND< Numeric, StackLen, StackDim >::operator/(), npstat::ArrayND< Numeric, StackLen, StackDim >::operator=(), npstat::ArrayND< Numeric, StackLen, StackDim >::operator==(), npstat::ArrayND< Numeric, StackLen, StackDim >::outerProductLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::projectLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::projectLoop2(), npstat::ArrayND< Numeric, StackLen, StackDim >::restore(), npstat::ArrayND< Numeric, StackLen, StackDim >::scaleBySliceLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::transpose(), and npstat::ArrayND< Numeric, StackLen, StackDim >::transposeLoop().

template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
unsigned npstat::ArrayND< Numeric, StackLen, StackDim >::dim_ [private]

Definition at line 1010 of file ArrayND.h.

Referenced by npstat::ArrayND< Numeric, StackLen, StackDim >::applySlice(), npstat::ArrayND< Numeric, StackLen, StackDim >::ArrayND(), npstat::ArrayND< Numeric, StackLen, StackDim >::contractLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::convertToLastDimCdfLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::dot(), npstat::ArrayND< Numeric, StackLen, StackDim >::dotProductLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::exportSubrange(), npstat::ArrayND< Numeric, StackLen, StackDim >::importSubrange(), npstat::ArrayND< Numeric, StackLen, StackDim >::isShapeCompatible(), npstat::ArrayND< Numeric, StackLen, StackDim >::jointSliceLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::jointSliceScan(), npstat::ArrayND< Numeric, StackLen, StackDim >::marginalize(), npstat::ArrayND< Numeric, StackLen, StackDim >::marginalizeLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::multiMirror(), npstat::ArrayND< Numeric, StackLen, StackDim >::operator==(), npstat::ArrayND< Numeric, StackLen, StackDim >::outerProductLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::projectLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::projectLoop2(), npstat::ArrayND< Num1, Len1, Dim1 >::rank(), npstat::ArrayND< Numeric, StackLen, StackDim >::restore(), npstat::ArrayND< Numeric, StackLen, StackDim >::rotate(), npstat::ArrayND< Numeric, StackLen, StackDim >::scaleBySliceLoop(), npstat::ArrayND< Numeric, StackLen, StackDim >::verifyProjectionCompatibility(), and npstat::ArrayND< Numeric, StackLen, StackDim >::verifySliceCompatibility().

template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
unsigned long npstat::ArrayND< Numeric, StackLen, StackDim >::len_ [private]
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
Numeric npstat::ArrayND< Numeric, StackLen, StackDim >::localData_[StackLen] [private]
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
unsigned npstat::ArrayND< Numeric, StackLen, StackDim >::localShape_[StackDim] [private]
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
unsigned long npstat::ArrayND< Numeric, StackLen, StackDim >::localStrides_[StackDim] [private]

Definition at line 1003 of file ArrayND.h.

Referenced by npstat::ArrayND< Numeric, StackLen, StackDim >::ArrayND().

template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
unsigned* npstat::ArrayND< Numeric, StackLen, StackDim >::shape_ [private]
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
bool npstat::ArrayND< Numeric, StackLen, StackDim >::shapeIsKnown_ [private]
template<typename Numeric, unsigned StackLen = 1U, unsigned StackDim = 10U>
unsigned long* npstat::ArrayND< Numeric, StackLen, StackDim >::strides_ [private]