25 #ifndef __PCA_TRANSFORM_BATCH_H__
26 #define __PCA_TRANSFORM_BATCH_H__
28 #include "algorithms/algorithm.h"
29 #include "services/daal_defines.h"
30 #include "algorithms/pca/transform/pca_transform_types.h"
55 template<
typename algorithmFPType, Method method, CpuType cpu>
56 class BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
64 BatchContainer(daal::services::Environment::env *daalEnv);
66 virtual ~BatchContainer();
70 virtual services::Status compute() DAAL_C11_OVERRIDE;
84 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
85 class DAAL_EXPORT Batch :
public daal::algorithms::Analysis<batch>
88 typedef algorithms::pca::transform::Input InputType;
89 typedef algorithms::pca::transform::Parameter ParameterType;
90 typedef algorithms::pca::transform::Result ResultType;
93 ParameterType parameter;
99 Batch(
size_t nComponents = 0): parameter(nComponents)
110 Batch(
const Batch<algorithmFPType, method> &other) : input(other.input), parameter(other.parameter)
119 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
125 ResultPtr getResult()
134 services::Status setResult(
const ResultPtr& res)
136 DAAL_CHECK(res, services::ErrorNullResult)
138 _res = _result.get();
139 return services::Status();
147 services::SharedPtr<daal::algorithms::pca::transform::interface1::Batch<algorithmFPType, method> > clone()
const
149 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
153 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
155 return new Batch<algorithmFPType, method>(*this);
158 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
160 _result.reset(
new ResultType());
161 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, 0);
162 _res = _result.get();
168 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
178 using interface1::BatchContainer;
179 using interface1::Batch;
daal::algorithms::pca::transform::interface1::BatchContainer::compute
virtual services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::pca::transform::interface1::Batch::input
InputType input
Definition: pca_transform_batch.h:92
daal::batch
Definition: daal_defines.h:112
daal::algorithms::pca::transform::interface1::Batch::getResult
ResultPtr getResult()
Definition: pca_transform_batch.h:125
daal::algorithms::pca::transform::interface1::Batch::parameter
ParameterType parameter
Definition: pca_transform_batch.h:93
daal::algorithms::pca::transform::interface1::BatchContainer
Provides methods to run implementations of the PCA transformation algorithm in the batch processing m...
Definition: pca_transform_batch.h:56
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:55
daal::algorithms::pca::transform::interface1::Batch::Batch
Batch(size_t nComponents=0)
Definition: pca_transform_batch.h:99
daal::algorithms::pca::transform::interface1::Batch::setResult
services::Status setResult(const ResultPtr &res)
Definition: pca_transform_batch.h:134
daal::algorithms::pca::transform::interface1::Batch::clone
services::SharedPtr< daal::algorithms::pca::transform::interface1::Batch< algorithmFPType, method > > clone() const
Definition: pca_transform_batch.h:147
daal::algorithms::pca::transform::interface1::Batch
Computes the results of the PCA transformation algorithm in the batch processing mode.
Definition: pca_transform_batch.h:85
daal::algorithms::pca::transform::interface1::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::pca::transform::interface1::BatchContainer::~BatchContainer
virtual ~BatchContainer()
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::pca::transform::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: pca_transform_batch.h:110
daal::algorithms::pca::transform::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: pca_transform_batch.h:119