23 #ifndef __HOMOGEN_NUMERIC_TABLE_H__
24 #define __HOMOGEN_NUMERIC_TABLE_H__
26 #include "services/daal_memory.h"
27 #include "services/daal_defines.h"
29 #include "data_management/data/numeric_table.h"
30 #include "data_management/data/data_serialize.h"
31 #include "data_management/data/internal/conversion.h"
35 namespace data_management
51 template<
typename DataType = DAAL_DATA_TYPE>
52 class DAAL_EXPORT HomogenNumericTable :
public NumericTable
55 DECLARE_SERIALIZABLE_TAG();
56 DECLARE_SERIALIZABLE_IMPL();
58 DAAL_CAST_OPERATOR(HomogenNumericTable)
62 typedef DataType baseDataType;
70 DAAL_DEPRECATED HomogenNumericTable( NumericTableDictionary *ddict ):
81 HomogenNumericTable( NumericTableDictionaryPtr ddictForHomogenNumericTable ):
82 NumericTable(ddictForHomogenNumericTable)
93 static services::SharedPtr<HomogenNumericTable<DataType> > create(NumericTableDictionaryPtr ddictForHomogenNumericTable, services::Status *stat = NULL)
95 DAAL_DEFAULT_CREATE_TEMPLATE_IMPL_EX(HomogenNumericTable, DataType, ddictForHomogenNumericTable);
102 HomogenNumericTable():
111 static services::SharedPtr<HomogenNumericTable<DataType> > create(services::Status *stat = NULL)
113 DAAL_DEFAULT_CREATE_TEMPLATE_IMPL(HomogenNumericTable, DataType);
123 HomogenNumericTable( DataType *
const ptr,
size_t nColumns = 0,
size_t nRows = 0 ):
124 NumericTable( nColumns, nRows )
127 this->_status |= setArray( ptr, nRows );
129 NumericTableFeature df;
130 df.setType<DataType>();
131 this->_status |= _ddict->setAllFeatures(df);
142 static services::SharedPtr<HomogenNumericTable<DataType> > create(DataType *
const ptr,
143 size_t nColumns = 0,
size_t nRows = 0,
144 services::Status *stat = NULL)
146 return create(services::SharedPtr<DataType>(ptr, services::EmptyDeleter()), nColumns, nRows, stat);
156 HomogenNumericTable(
const services::SharedPtr<DataType> &ptr,
size_t nColumns,
size_t nRows ):
157 NumericTable( nColumns, nRows )
160 this->_status |= setArray( ptr, nRows );
162 NumericTableFeature df;
163 df.setType<DataType>();
164 this->_status |= _ddict->setAllFeatures(df);
175 static services::SharedPtr<HomogenNumericTable<DataType> > create(
const services::SharedPtr<DataType> &ptr,
176 size_t nColumns,
size_t nRows,
177 services::Status *stat = NULL)
179 return create(DictionaryIface::notEqual, ptr, nColumns, nRows, stat);
190 HomogenNumericTable( DictionaryIface::FeaturesEqual featuresEqual, DataType *
const ptr = 0,
size_t nColumns = 0,
size_t nRows = 0):
191 NumericTable( nColumns, nRows, featuresEqual )
194 this->_status |= setArray( ptr, nRows );
196 NumericTableFeature df;
197 df.setType<DataType>();
198 this->_status |= _ddict->setAllFeatures(df);
210 static services::SharedPtr<HomogenNumericTable<DataType> > create(DictionaryIface::FeaturesEqual featuresEqual,
211 DataType *
const ptr = 0,
size_t nColumns = 0,
size_t nRows = 0,
212 services::Status *stat = NULL)
214 return create(featuresEqual, services::SharedPtr<DataType>(ptr, services::EmptyDeleter()), nColumns, nRows, stat);
225 HomogenNumericTable( DictionaryIface::FeaturesEqual featuresEqual,
const services::SharedPtr<DataType> &ptr,
size_t nColumns,
size_t nRows ):
226 NumericTable( nColumns, nRows, featuresEqual )
229 this->_status |= setArray( ptr, nRows );
231 NumericTableFeature df;
232 df.setType<DataType>();
233 this->_status |= _ddict->setAllFeatures(df);
245 static services::SharedPtr<HomogenNumericTable<DataType> > create(DictionaryIface::FeaturesEqual featuresEqual,
246 const services::SharedPtr<DataType> &ptr,
247 size_t nColumns,
size_t nRows, services::Status *stat = NULL)
249 DAAL_DEFAULT_CREATE_TEMPLATE_IMPL_EX(HomogenNumericTable, DataType, featuresEqual, ptr, nColumns, nRows);
260 HomogenNumericTable( DataType *
const ptr,
size_t nColumns,
size_t nRows,
const DataType &constValue ):
261 NumericTable( nColumns, nRows )
264 this->_status |= setArray( ptr, nRows );
266 NumericTableFeature df;
267 df.setType<DataType>();
268 this->_status |= _ddict->setAllFeatures(df);
269 this->_status |= assign<DataType>(constValue);
281 static services::SharedPtr<HomogenNumericTable<DataType> > create(DataType *
const ptr,
size_t nColumns,
size_t nRows,
const DataType &constValue,
282 services::Status *stat = NULL)
284 return create(services::SharedPtr<DataType>(ptr, services::EmptyDeleter()), nColumns, nRows, constValue, stat);
295 HomogenNumericTable(
const services::SharedPtr<DataType> &ptr,
size_t nColumns,
size_t nRows,
const DataType &constValue ):
296 NumericTable( nColumns, nRows )
299 this->_status |= setArray( ptr, nRows );
301 NumericTableFeature df;
302 df.setType<DataType>();
303 this->_status |= _ddict->setAllFeatures(df);
304 this->_status |= assign<DataType>(constValue);
316 static services::SharedPtr<HomogenNumericTable<DataType> > create(
const services::SharedPtr<DataType> &ptr,
size_t nColumns,
size_t nRows,
317 const DataType &constValue, services::Status *stat = NULL)
319 return create(DictionaryIface::notEqual, ptr, nColumns, nRows, constValue, stat);
331 HomogenNumericTable( DictionaryIface::FeaturesEqual featuresEqual, DataType *
const ptr,
size_t nColumns,
size_t nRows,
const DataType &constValue ):
332 NumericTable( nColumns, nRows, featuresEqual )
335 this->_status |= setArray( ptr, nRows );
337 NumericTableFeature df;
338 df.setType<DataType>();
339 this->_status |= _ddict->setAllFeatures(df);
340 this->_status |= assign<DataType>(constValue);
353 static services::SharedPtr<HomogenNumericTable<DataType> > create(DictionaryIface::FeaturesEqual featuresEqual, DataType *
const ptr,
354 size_t nColumns,
size_t nRows,
const DataType &constValue,
355 services::Status *stat = NULL)
357 return create(featuresEqual, services::SharedPtr<DataType>(ptr, services::EmptyDeleter()), nColumns, nRows, constValue, stat);
369 HomogenNumericTable( DictionaryIface::FeaturesEqual featuresEqual,
const services::SharedPtr<DataType> &ptr,
size_t nColumns,
size_t nRows,
const DataType &constValue ):
370 NumericTable( nColumns, nRows, featuresEqual )
373 this->_status |= setArray( ptr, nRows );
375 NumericTableFeature df;
376 df.setType<DataType>();
377 this->_status |= _ddict->setAllFeatures(df);
378 this->_status |= assign<DataType>(constValue);
391 static services::SharedPtr<HomogenNumericTable<DataType> > create(DictionaryIface::FeaturesEqual featuresEqual,
392 const services::SharedPtr<DataType> &ptr,
393 size_t nColumns,
size_t nRows,
const DataType &constValue,
394 services::Status *stat = NULL)
396 DAAL_DEFAULT_CREATE_TEMPLATE_IMPL_EX(HomogenNumericTable, DataType, featuresEqual, ptr, nColumns, nRows, constValue);
406 HomogenNumericTable(
size_t nColumns,
size_t nRows, AllocationFlag memoryAllocationFlag ):
407 NumericTable( nColumns, nRows )
411 NumericTableFeature df;
412 df.setType<DataType>();
413 this->_status |= _ddict->setAllFeatures(df);
415 if( memoryAllocationFlag == doAllocate ) this->_status |= allocateDataMemoryImpl();
426 static services::SharedPtr<HomogenNumericTable<DataType> > create(
size_t nColumns,
size_t nRows, AllocationFlag memoryAllocationFlag,
427 services::Status *stat = NULL)
429 return create(DictionaryIface::notEqual, nColumns, nRows, memoryAllocationFlag, stat);
440 HomogenNumericTable( DictionaryIface::FeaturesEqual featuresEqual,
size_t nColumns,
size_t nRows, AllocationFlag memoryAllocationFlag ):
441 NumericTable( nColumns, nRows, featuresEqual )
445 NumericTableFeature df;
446 df.setType<DataType>();
447 this->_status |= _ddict->setAllFeatures(df);
449 if( memoryAllocationFlag == doAllocate ) this->_status |= allocateDataMemoryImpl();
461 static services::SharedPtr<HomogenNumericTable<DataType> > create(DictionaryIface::FeaturesEqual featuresEqual,
462 size_t nColumns,
size_t nRows, AllocationFlag memoryAllocationFlag,
463 services::Status *stat = NULL)
465 DAAL_DEFAULT_CREATE_TEMPLATE_IMPL_EX(HomogenNumericTable, DataType, featuresEqual, nColumns, nRows, memoryAllocationFlag);
476 HomogenNumericTable(
size_t nColumns,
size_t nRows, NumericTable::AllocationFlag memoryAllocationFlag,
477 const DataType &constValue ):
478 NumericTable( nColumns, nRows )
482 NumericTableFeature df;
483 df.setType<DataType>();
485 this->_status |= _ddict->setAllFeatures(df);
487 if( memoryAllocationFlag == doAllocate ) this->_status |= allocateDataMemoryImpl();
489 this->_status |= assign<DataType>(constValue);
501 static services::SharedPtr<HomogenNumericTable<DataType> > create(
size_t nColumns,
size_t nRows, AllocationFlag memoryAllocationFlag,
502 const DataType &constValue, services::Status *stat = NULL)
504 return create(DictionaryIface::notEqual, nColumns, nRows, memoryAllocationFlag, constValue, stat);
516 HomogenNumericTable( DictionaryIface::FeaturesEqual featuresEqual,
size_t nColumns,
size_t nRows, NumericTable::AllocationFlag memoryAllocationFlag,
517 const DataType &constValue ):
518 NumericTable( nColumns, nRows, featuresEqual )
522 NumericTableFeature df;
523 df.setType<DataType>();
525 this->_status |= _ddict->setAllFeatures(df);
527 if( memoryAllocationFlag == doAllocate ) { this->_status |= allocateDataMemoryImpl(); }
529 this->_status |= assign<DataType>(constValue);
542 static services::SharedPtr<HomogenNumericTable<DataType> > create(DictionaryIface::FeaturesEqual featuresEqual,
543 size_t nColumns,
size_t nRows, AllocationFlag memoryAllocationFlag,
544 const DataType &constValue, services::Status *stat = NULL)
546 DAAL_DEFAULT_CREATE_TEMPLATE_IMPL_EX(HomogenNumericTable, DataType, featuresEqual, nColumns, nRows, memoryAllocationFlag, constValue);
549 virtual ~HomogenNumericTable()
551 freeDataMemoryImpl();
558 DataType *getArray()
const
560 return (DataType*)_ptr.get();
567 services::SharedPtr<DataType> getArraySharedPtr()
const
569 return services::reinterpretPointerCast<DataType, byte>(_ptr);
577 DAAL_DEPRECATED services::Status setArray( DataType *
const ptr )
579 freeDataMemoryImpl();
581 _ptr = services::SharedPtr<byte>((byte*)ptr, services::EmptyDeleter());
585 _memStatus = userAllocated;
589 _memStatus = notAllocated;
591 return services::Status();
599 DAAL_DEPRECATED services::Status setArray(
const services::SharedPtr<DataType> &ptr )
601 freeDataMemoryImpl();
603 _ptr = services::reinterpretPointerCast<byte, DataType>(ptr);
607 _memStatus = userAllocated;
611 _memStatus = notAllocated;
613 return services::Status();
621 services::Status setArray( DataType *
const ptr,
size_t nRows )
623 freeDataMemoryImpl();
625 _ptr = services::SharedPtr<byte>((byte*)ptr, services::EmptyDeleter());
630 _memStatus = userAllocated;
634 _memStatus = notAllocated;
636 return services::Status();
644 services::Status setArray( services::SharedPtr<DataType> ptr,
size_t nRows )
646 freeDataMemoryImpl();
648 _ptr = services::reinterpretPointerCast<byte, DataType>(ptr);
653 _memStatus = userAllocated;
657 _memStatus = notAllocated;
659 return services::Status();
666 template <
typename T>
667 services::Status assign(T value)
669 if( _memStatus == notAllocated )
670 return services::Status(services::ErrorEmptyHomogenNumericTable);
672 size_t nColumns = getNumberOfColumns();
673 size_t nRows = getNumberOfRows();
676 DataType *ptr = (DataType*)_ptr.get();
677 DataType valueDataType = (DataType)value;
678 for( i = 0; i < nColumns * nRows; i++ )
680 ptr[i] = valueDataType;
682 return services::Status();
690 DataType *operator[](
size_t i)
692 size_t nColumns = getNumberOfColumns();
693 return (DataType*)_ptr.get() + i * nColumns;
699 virtual services::Status assign(
float value) DAAL_C11_OVERRIDE {
return assign<DataType>((DataType)value);}
704 virtual services::Status assign(
double value) DAAL_C11_OVERRIDE {
return assign<DataType>((DataType)value);}
709 virtual services::Status assign(
int value) DAAL_C11_OVERRIDE {
return assign<DataType>((DataType)value);}
711 services::Status getBlockOfRows(
size_t vector_idx,
size_t vector_num, ReadWriteMode rwflag, BlockDescriptor<double> &block) DAAL_C11_OVERRIDE
713 return getTBlock<double>(vector_idx, vector_num, rwflag, block);
715 services::Status getBlockOfRows(
size_t vector_idx,
size_t vector_num, ReadWriteMode rwflag, BlockDescriptor<float> &block) DAAL_C11_OVERRIDE
717 return getTBlock<float>(vector_idx, vector_num, rwflag, block);
719 services::Status getBlockOfRows(
size_t vector_idx,
size_t vector_num, ReadWriteMode rwflag, BlockDescriptor<int> &block) DAAL_C11_OVERRIDE
721 return getTBlock<int>(vector_idx, vector_num, rwflag, block);
724 services::Status releaseBlockOfRows(BlockDescriptor<double> &block) DAAL_C11_OVERRIDE
726 return releaseTBlock<double>(block);
728 services::Status releaseBlockOfRows(BlockDescriptor<float> &block) DAAL_C11_OVERRIDE
730 return releaseTBlock<float>(block);
732 services::Status releaseBlockOfRows(BlockDescriptor<int> &block) DAAL_C11_OVERRIDE
734 return releaseTBlock<int>(block);
737 services::Status getBlockOfColumnValues(
size_t feature_idx,
size_t vector_idx,
size_t value_num,
738 ReadWriteMode rwflag, BlockDescriptor<double> &block) DAAL_C11_OVERRIDE
740 return getTFeature<double>(feature_idx, vector_idx, value_num, rwflag, block);
742 services::Status getBlockOfColumnValues(
size_t feature_idx,
size_t vector_idx,
size_t value_num,
743 ReadWriteMode rwflag, BlockDescriptor<float> &block) DAAL_C11_OVERRIDE
745 return getTFeature<float>(feature_idx, vector_idx, value_num, rwflag, block);
747 services::Status getBlockOfColumnValues(
size_t feature_idx,
size_t vector_idx,
size_t value_num,
748 ReadWriteMode rwflag, BlockDescriptor<int> &block) DAAL_C11_OVERRIDE
750 return getTFeature<int>(feature_idx, vector_idx, value_num, rwflag, block);
753 services::Status releaseBlockOfColumnValues(BlockDescriptor<double> &block) DAAL_C11_OVERRIDE
755 return releaseTFeature<double>(block);
757 services::Status releaseBlockOfColumnValues(BlockDescriptor<float> &block) DAAL_C11_OVERRIDE
759 return releaseTFeature<float>(block);
761 services::Status releaseBlockOfColumnValues(BlockDescriptor<int> &block) DAAL_C11_OVERRIDE
763 return releaseTFeature<int>(block);
767 services::SharedPtr<byte> _ptr;
769 HomogenNumericTable(services::Status &st):
770 NumericTable(0, 0, DictionaryIface::notEqual, st)
773 HomogenNumericTable(NumericTableDictionaryPtr ddictForHomogenNumericTable, services::Status &st):
774 NumericTable(ddictForHomogenNumericTable, st)
779 HomogenNumericTable(DictionaryIface::FeaturesEqual featuresEqual,
const services::SharedPtr<DataType> &ptr,
780 size_t nColumns,
size_t nRows, services::Status &st):
781 NumericTable(nColumns, nRows, featuresEqual, st)
784 st |= setArray( ptr, nRows );
786 NumericTableFeature df;
787 df.setType<DataType>();
788 st |= _ddict->setAllFeatures(df);
791 HomogenNumericTable(DictionaryIface::FeaturesEqual featuresEqual,
const services::SharedPtr<DataType> &ptr,
792 size_t nColumns,
size_t nRows,
const DataType &constValue, services::Status &st):
793 NumericTable(nColumns, nRows, featuresEqual, st)
796 st |= setArray( ptr, nRows );
798 NumericTableFeature df;
799 df.setType<DataType>();
800 st |= _ddict->setAllFeatures(df);
801 st |= assign<DataType>(constValue);
804 HomogenNumericTable(DictionaryIface::FeaturesEqual featuresEqual,
805 size_t nColumns,
size_t nRows, AllocationFlag memoryAllocationFlag, services::Status &st):
806 NumericTable(nColumns, nRows, featuresEqual, st)
810 NumericTableFeature df;
811 df.setType<DataType>();
812 st |= _ddict->setAllFeatures(df);
814 if( memoryAllocationFlag == doAllocate ) st |= allocateDataMemoryImpl();
817 HomogenNumericTable(DictionaryIface::FeaturesEqual featuresEqual,
size_t nColumns,
size_t nRows,
818 NumericTable::AllocationFlag memoryAllocationFlag,
819 const DataType &constValue, services::Status &st):
820 NumericTable(nColumns, nRows, featuresEqual, st)
824 NumericTableFeature df;
825 df.setType<DataType>();
827 st |= _ddict->setAllFeatures(df);
829 if( memoryAllocationFlag == doAllocate ) { st |= allocateDataMemoryImpl(); }
831 st |= assign<DataType>(constValue);
834 services::Status allocateDataMemoryImpl(daal::MemType type = daal::dram) DAAL_C11_OVERRIDE
836 freeDataMemoryImpl();
838 size_t size = getNumberOfColumns() * getNumberOfRows();
842 return services::Status(getNumberOfColumns() == 0 ? services::ErrorIncorrectNumberOfFeatures :
843 services::ErrorIncorrectNumberOfObservations);
846 _ptr = services::SharedPtr<byte>((byte *)daal::services::daal_malloc(size *
sizeof(DataType)), services::ServiceDeleter());
849 return services::Status(services::ErrorMemoryAllocationFailed);
851 _memStatus = internallyAllocated;
852 return services::Status();
855 void freeDataMemoryImpl() DAAL_C11_OVERRIDE
857 _ptr = services::SharedPtr<byte>();
858 _memStatus = notAllocated;
861 template<
typename Archive,
bool onDeserialize>
862 services::Status serialImpl( Archive *archive )
864 NumericTable::serialImpl<Archive, onDeserialize>( archive );
868 allocateDataMemoryImpl();
871 size_t size = getNumberOfColumns() * getNumberOfRows();
873 archive->set( (DataType*)_ptr.get(), size );
875 return services::Status();
879 byte *internal_getBlockOfRows(
size_t idx )
881 size_t _featnum = _ddict->getNumberOfFeatures();
882 return _ptr.get() + _featnum * idx *
sizeof(DataType);
885 byte *internal_getBlockOfRows(
size_t idx,
size_t feat_idx )
887 size_t _featnum = _ddict->getNumberOfFeatures();
888 return _ptr.get() + _featnum * idx *
sizeof(DataType) + feat_idx *
sizeof(DataType);
893 template <
typename T>
894 services::Status getTBlock(
size_t idx,
size_t nrows,
int rwFlag, BlockDescriptor<T> &block )
896 size_t ncols = getNumberOfColumns();
897 size_t nobs = getNumberOfRows();
898 block.setDetails( 0, idx, rwFlag );
902 block.resizeBuffer( ncols, 0 );
903 return services::Status();
906 nrows = ( idx + nrows < nobs ) ? nrows : nobs - idx;
908 if( IsSameType<T, DataType>::value )
910 block.setPtr(&_ptr, internal_getBlockOfRows(idx) , ncols, nrows );
914 if( !block.resizeBuffer( ncols, nrows ) )
915 return services::Status(services::ErrorMemoryAllocationFailed);
917 if( rwFlag & (
int)readOnly )
919 byte *location = internal_getBlockOfRows(idx);
921 for(
size_t i = 0; i < nrows; i++)
923 internal::getVectorUpCast(features::internal::getIndexNumType<DataType>(), internal::getConversionDataType<T>())
924 ( ncols, ((DataType*)location) + i * ncols, ((T*)block.getBlockPtr()) + i * ncols );
928 return services::Status();
931 template <
typename T>
932 services::Status releaseTBlock( BlockDescriptor<T> &block )
934 if(block.getRWFlag() & (int)writeOnly)
936 byte *location = internal_getBlockOfRows( block.getRowsOffset() );
937 size_t ncols = getNumberOfColumns();
938 size_t nrows = block.getNumberOfRows();
940 if( IsSameType<T, DataType>::value )
942 if( (T*)block.getBlockPtr() != (T *)location )
944 daal::services::daal_memcpy_s(location, nrows * ncols *
sizeof(T), block.getBlockPtr(), nrows * ncols *
sizeof(T));
949 for(
size_t i = 0; i < nrows; i++)
951 internal::getVectorDownCast(features::internal::getIndexNumType<DataType>(), internal::getConversionDataType<T>())
952 ( ncols, ((T*)block.getBlockPtr()) + i * ncols, ((DataType*)location) + i * ncols );
957 return services::Status();
960 template <typename T>
961 services::Status getTFeature(
size_t feat_idx,
size_t idx,
size_t nrows,
int rwFlag, BlockDescriptor<T> &block)
963 size_t ncols = getNumberOfColumns();
964 size_t nobs = getNumberOfRows();
965 block.setDetails( feat_idx, idx, rwFlag );
969 block.resizeBuffer( 1, 0 );
970 return services::Status();
973 nrows = ( idx + nrows < nobs ) ? nrows : nobs - idx;
975 if( ( IsSameType<T, DataType>::value ) && (ncols == 1) )
977 block.setPtr(&_ptr, internal_getBlockOfRows(idx) , ncols, nrows );
981 if( !block.resizeBuffer( 1, nrows ) )
982 return services::Status(services::ErrorMemoryAllocationFailed);
984 if( rwFlag & (
int)readOnly )
986 DataType *location = (DataType *)internal_getBlockOfRows(idx, feat_idx);
987 T *buffer = block.getBlockPtr();
988 internal::getVectorStrideUpCast(features::internal::getIndexNumType<DataType>(), internal::getConversionDataType<T>())
989 ( nrows, location,
sizeof(DataType)*ncols, buffer,
sizeof(T) );
992 return services::Status();
995 template <
typename T>
996 services::Status releaseTFeature( BlockDescriptor<T> &block )
998 if (block.getRWFlag() & (int)writeOnly)
1000 size_t ncols = getNumberOfColumns();
1001 DataType *location = (DataType *)internal_getBlockOfRows(block.getRowsOffset(), block.getColumnsOffset());
1002 internal::getVectorStrideDownCast(features::internal::getIndexNumType<DataType>(), internal::getConversionDataType<T>())
1003 ( block.getNumberOfRows(), block.getBlockPtr(),
sizeof(T), location, ncols *
sizeof(DataType) );
1006 return services::Status();
1009 services::Status setNumberOfColumnsImpl(
size_t ncol) DAAL_C11_OVERRIDE
1011 if( _ddict->getNumberOfFeatures() != ncol )
1013 _ddict->resetDictionary();
1014 _ddict->setNumberOfFeatures(ncol);
1016 NumericTableFeature df;
1017 df.setType<DataType>();
1018 _ddict->setAllFeatures(df);
1020 return services::Status();
1026 using interface1::HomogenNumericTable;
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(size_t nColumns, size_t nRows, AllocationFlag memoryAllocationFlag, const DataType &constValue, services::Status *stat=NULL)
Definition: homogen_numeric_table.h:501
daal::data_management::interface1::NumericTableIface::AllocationFlag
AllocationFlag
Enumeration to specify whether the Numeric Table must allocate memory.
Definition: numeric_table.h:283
daal
Definition: algorithm_base_common.h:31
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable(DictionaryIface::FeaturesEqual featuresEqual, DataType *const ptr=0, size_t nColumns=0, size_t nRows=0)
Definition: homogen_numeric_table.h:190
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable(DataType *const ptr, size_t nColumns=0, size_t nRows=0)
Definition: homogen_numeric_table.h:123
daal::data_management::interface1::HomogenNumericTable::baseDataType
DataType baseDataType
Definition: homogen_numeric_table.h:62
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable(const services::SharedPtr< DataType > &ptr, size_t nColumns, size_t nRows)
Definition: homogen_numeric_table.h:156
daal::data_management::interface1::HomogenNumericTable::setArray
DAAL_DEPRECATED services::Status setArray(const services::SharedPtr< DataType > &ptr)
Definition: homogen_numeric_table.h:599
daal::data_management::interface1::HomogenNumericTable::releaseBlockOfColumnValues
services::Status releaseBlockOfColumnValues(BlockDescriptor< int > &block) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:761
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable(DictionaryIface::FeaturesEqual featuresEqual, const services::SharedPtr< DataType > &ptr, size_t nColumns, size_t nRows)
Definition: homogen_numeric_table.h:225
daal::data_management::interface1::HomogenNumericTable::assign
services::Status assign(T value)
Definition: homogen_numeric_table.h:667
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable(DictionaryIface::FeaturesEqual featuresEqual, const services::SharedPtr< DataType > &ptr, size_t nColumns, size_t nRows, const DataType &constValue)
Definition: homogen_numeric_table.h:369
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable(DictionaryIface::FeaturesEqual featuresEqual, DataType *const ptr, size_t nColumns, size_t nRows, const DataType &constValue)
Definition: homogen_numeric_table.h:331
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable(DictionaryIface::FeaturesEqual featuresEqual, size_t nColumns, size_t nRows, NumericTable::AllocationFlag memoryAllocationFlag, const DataType &constValue)
Definition: homogen_numeric_table.h:516
daal::data_management::interface1::HomogenNumericTable::setArray
services::Status setArray(services::SharedPtr< DataType > ptr, size_t nRows)
Definition: homogen_numeric_table.h:644
daal::services::ErrorMemoryAllocationFailed
Definition: error_indexes.h:146
daal::dram
Definition: daal_defines.h:133
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable(DictionaryIface::FeaturesEqual featuresEqual, size_t nColumns, size_t nRows, AllocationFlag memoryAllocationFlag)
Definition: homogen_numeric_table.h:440
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable(size_t nColumns, size_t nRows, NumericTable::AllocationFlag memoryAllocationFlag, const DataType &constValue)
Definition: homogen_numeric_table.h:476
daal::data_management::interface1::HomogenNumericTable::assign
virtual services::Status assign(double value) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:704
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable(const services::SharedPtr< DataType > &ptr, size_t nColumns, size_t nRows, const DataType &constValue)
Definition: homogen_numeric_table.h:295
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(DictionaryIface::FeaturesEqual featuresEqual, DataType *const ptr, size_t nColumns, size_t nRows, const DataType &constValue, services::Status *stat=NULL)
Definition: homogen_numeric_table.h:353
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable()
Definition: homogen_numeric_table.h:102
daal::data_management::interface1::HomogenNumericTable::getBlockOfRows
services::Status getBlockOfRows(size_t vector_idx, size_t vector_num, ReadWriteMode rwflag, BlockDescriptor< float > &block) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:715
daal::services::ErrorIncorrectNumberOfFeatures
Definition: error_indexes.h:70
daal::algorithms::multivariate_outlier_detection::location
Definition: outlier_detection_multivariate_types.h:72
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(DictionaryIface::FeaturesEqual featuresEqual, const services::SharedPtr< DataType > &ptr, size_t nColumns, size_t nRows, const DataType &constValue, services::Status *stat=NULL)
Definition: homogen_numeric_table.h:391
daal::services::daal_memcpy_s
DAAL_EXPORT void daal_memcpy_s(void *dest, size_t numberOfElements, const void *src, size_t count)
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(DictionaryIface::FeaturesEqual featuresEqual, size_t nColumns, size_t nRows, AllocationFlag memoryAllocationFlag, const DataType &constValue, services::Status *stat=NULL)
Definition: homogen_numeric_table.h:542
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable(DataType *const ptr, size_t nColumns, size_t nRows, const DataType &constValue)
Definition: homogen_numeric_table.h:260
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(DataType *const ptr, size_t nColumns=0, size_t nRows=0, services::Status *stat=NULL)
Definition: homogen_numeric_table.h:142
daal::data_management::interface1::HomogenNumericTable::releaseBlockOfColumnValues
services::Status releaseBlockOfColumnValues(BlockDescriptor< float > &block) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:757
daal::services::daal_malloc
DAAL_EXPORT void * daal_malloc(size_t size, size_t alignment=DAAL_MALLOC_DEFAULT_ALIGNMENT)
daal::data_management::interface1::HomogenNumericTable::getBlockOfRows
services::Status getBlockOfRows(size_t vector_idx, size_t vector_num, ReadWriteMode rwflag, BlockDescriptor< int > &block) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:719
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(NumericTableDictionaryPtr ddictForHomogenNumericTable, services::Status *stat=NULL)
Definition: homogen_numeric_table.h:93
daal::data_management::interface1::NumericTable
Class for a data management component responsible for representation of data in the numeric format...
Definition: numeric_table.h:574
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(const services::SharedPtr< DataType > &ptr, size_t nColumns, size_t nRows, services::Status *stat=NULL)
Definition: homogen_numeric_table.h:175
daal::data_management::interface1::HomogenNumericTable::getArray
DataType * getArray() const
Definition: homogen_numeric_table.h:558
daal::data_management::interface1::HomogenNumericTable::operator[]
DataType * operator[](size_t i)
Definition: homogen_numeric_table.h:690
daal::data_management::interface1::HomogenNumericTable::setArray
DAAL_DEPRECATED services::Status setArray(DataType *const ptr)
Definition: homogen_numeric_table.h:577
daal::data_management::interface1::HomogenNumericTable::assign
virtual services::Status assign(float value) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:699
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(DictionaryIface::FeaturesEqual featuresEqual, DataType *const ptr=0, size_t nColumns=0, size_t nRows=0, services::Status *stat=NULL)
Definition: homogen_numeric_table.h:210
daal::data_management::interface1::HomogenNumericTable::getBlockOfColumnValues
services::Status getBlockOfColumnValues(size_t feature_idx, size_t vector_idx, size_t value_num, ReadWriteMode rwflag, BlockDescriptor< int > &block) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:747
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable(size_t nColumns, size_t nRows, AllocationFlag memoryAllocationFlag)
Definition: homogen_numeric_table.h:406
daal::data_management::interface1::HomogenNumericTable::releaseBlockOfRows
services::Status releaseBlockOfRows(BlockDescriptor< float > &block) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:728
daal::data_management::interface1::HomogenNumericTable::getArraySharedPtr
services::SharedPtr< DataType > getArraySharedPtr() const
Definition: homogen_numeric_table.h:567
daal::data_management::interface1::BlockDescriptor
Base class that manages buffer memory for read/write operations required by numeric tables...
Definition: numeric_table.h:55
daal::data_management::interface1::DictionaryIface::FeaturesEqual
FeaturesEqual
Enumeration to specify whether the Data Dictionary contains equal features.
Definition: data_dictionary.h:148
daal::algorithms::math::abs::value
Definition: abs_types.h:86
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(const services::SharedPtr< DataType > &ptr, size_t nColumns, size_t nRows, const DataType &constValue, services::Status *stat=NULL)
Definition: homogen_numeric_table.h:316
daal::data_management::interface1::NumericTableFeature::setType
void setType()
Definition: data_dictionary.h:94
daal::data_management::interface1::HomogenNumericTable::assign
virtual services::Status assign(int value) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:709
daal::services::ErrorIncorrectNumberOfObservations
Definition: error_indexes.h:71
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(DataType *const ptr, size_t nColumns, size_t nRows, const DataType &constValue, services::Status *stat=NULL)
Definition: homogen_numeric_table.h:281
daal::data_management::interface1::HomogenNumericTable::releaseBlockOfRows
services::Status releaseBlockOfRows(BlockDescriptor< double > &block) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:724
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(DictionaryIface::FeaturesEqual featuresEqual, size_t nColumns, size_t nRows, AllocationFlag memoryAllocationFlag, services::Status *stat=NULL)
Definition: homogen_numeric_table.h:461
daal::data_management::interface1::HomogenNumericTable::getBlockOfColumnValues
services::Status getBlockOfColumnValues(size_t feature_idx, size_t vector_idx, size_t value_num, ReadWriteMode rwflag, BlockDescriptor< double > &block) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:737
daal::data_management::interface1::HomogenNumericTable::getBlockOfRows
services::Status getBlockOfRows(size_t vector_idx, size_t vector_num, ReadWriteMode rwflag, BlockDescriptor< double > &block) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:711
daal::data_management::interface1::HomogenNumericTable::getBlockOfColumnValues
services::Status getBlockOfColumnValues(size_t feature_idx, size_t vector_idx, size_t value_num, ReadWriteMode rwflag, BlockDescriptor< float > &block) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:742
daal::data_management::interface1::HomogenNumericTable::releaseBlockOfColumnValues
services::Status releaseBlockOfColumnValues(BlockDescriptor< double > &block) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:753
daal::data_management::interface1::HomogenNumericTable::setArray
services::Status setArray(DataType *const ptr, size_t nRows)
Definition: homogen_numeric_table.h:621
daal::data_management::interface1::NumericTableFeature
Data structure describes the Numeric Table feature.
Definition: data_dictionary.h:51
daal::data_management::interface1::HomogenNumericTable::HomogenNumericTable
HomogenNumericTable(NumericTableDictionaryPtr ddictForHomogenNumericTable)
Definition: homogen_numeric_table.h:81
daal::data_management::interface1::HomogenNumericTable
Class that provides methods to access data stored as a contiguous array of homogeneous feature vector...
Definition: homogen_numeric_table.h:52
daal::MemType
MemType
Definition: daal_defines.h:131
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(services::Status *stat=NULL)
Definition: homogen_numeric_table.h:111
daal::services::ErrorEmptyHomogenNumericTable
Definition: error_indexes.h:161
daal::data_management::interface1::HomogenNumericTable::releaseBlockOfRows
services::Status releaseBlockOfRows(BlockDescriptor< int > &block) DAAL_C11_OVERRIDE
Definition: homogen_numeric_table.h:732
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(size_t nColumns, size_t nRows, AllocationFlag memoryAllocationFlag, services::Status *stat=NULL)
Definition: homogen_numeric_table.h:426
daal::data_management::interface1::HomogenNumericTable::create
static services::SharedPtr< HomogenNumericTable< DataType > > create(DictionaryIface::FeaturesEqual featuresEqual, const services::SharedPtr< DataType > &ptr, size_t nColumns, size_t nRows, services::Status *stat=NULL)
Definition: homogen_numeric_table.h:245
daal::data_management::interface1::Dictionary
Class that represents a dictionary of a data set and provides methods to work with the data dictionar...
Definition: data_dictionary.h:161