25 #ifndef __COVARIANCE_BATCH_H__
26 #define __COVARIANCE_BATCH_H__
28 #include "algorithms/algorithm.h"
29 #include "data_management/data/numeric_table.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/covariance/covariance_types.h"
52 class BatchContainerIface :
public daal::algorithms::AnalysisContainerIface<batch>
56 BatchContainerIface() {}
58 virtual ~BatchContainerIface() {}
64 virtual services::Status compute() = 0;
75 template<
typename algorithmFPType, Method method, CpuType cpu>
87 template<
typename algorithmFPType, CpuType cpu>
88 class BatchContainer<algorithmFPType, defaultDense, cpu> :
public BatchContainerIface
96 BatchContainer(daal::services::Environment::env *daalEnv);
98 virtual ~BatchContainer();
104 virtual services::Status compute() DAAL_C11_OVERRIDE;
115 template<
typename algorithmFPType, CpuType cpu>
116 class BatchContainer<algorithmFPType, singlePassDense, cpu> :
public BatchContainerIface
124 BatchContainer(daal::services::Environment::env *daalEnv);
126 virtual ~BatchContainer();
132 virtual services::Status compute() DAAL_C11_OVERRIDE;
143 template<
typename algorithmFPType, CpuType cpu>
144 class BatchContainer<algorithmFPType, sumDense, cpu> :
public BatchContainerIface
152 BatchContainer(daal::services::Environment::env *daalEnv);
154 virtual ~BatchContainer();
160 virtual services::Status compute() DAAL_C11_OVERRIDE;
171 template<
typename algorithmFPType, CpuType cpu>
172 class BatchContainer<algorithmFPType, fastCSR, cpu> :
public BatchContainerIface
180 BatchContainer(daal::services::Environment::env *daalEnv);
182 virtual ~BatchContainer();
188 virtual services::Status compute() DAAL_C11_OVERRIDE;
199 template<
typename algorithmFPType, CpuType cpu>
200 class BatchContainer<algorithmFPType, singlePassCSR, cpu> :
public BatchContainerIface
208 BatchContainer(daal::services::Environment::env *daalEnv);
210 virtual ~BatchContainer();
216 virtual services::Status compute() DAAL_C11_OVERRIDE;
227 template<
typename algorithmFPType, CpuType cpu>
228 class BatchContainer<algorithmFPType, sumCSR, cpu> :
public BatchContainerIface
236 BatchContainer(daal::services::Environment::env *daalEnv);
238 virtual ~BatchContainer();
244 virtual services::Status compute() DAAL_C11_OVERRIDE;
252 class DAAL_EXPORT BatchImpl :
public daal::algorithms::Analysis<batch>
255 typedef algorithms::covariance::Input InputType;
256 typedef algorithms::covariance::Parameter ParameterType;
257 typedef algorithms::covariance::Result ResultType;
272 BatchImpl(
const BatchImpl &other) : input(other.input), parameter(other.parameter)
281 ResultPtr getResult()
290 virtual services::Status setResult(
const ResultPtr &result)
292 DAAL_CHECK(result, services::ErrorNullResult)
294 _res = _result.get();
295 return services::Status();
304 services::SharedPtr<BatchImpl> clone()
const
306 return services::SharedPtr<BatchImpl>(cloneImpl());
309 virtual ~BatchImpl() {}
312 ParameterType parameter;
319 _result.reset(
new ResultType());
323 virtual BatchImpl * cloneImpl() const DAAL_C11_OVERRIDE = 0;
344 template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
345 class DAAL_EXPORT Batch : public BatchImpl
348 typedef BatchImpl super;
350 typedef typename super::InputType InputType;
351 typedef typename super::ParameterType ParameterType;
352 typedef typename super::ResultType ResultType;
367 Batch(
const Batch<algorithmFPType, method> &other) : BatchImpl(other)
378 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
386 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
388 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
392 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
394 return new Batch<algorithmFPType, method>(*this);
397 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
399 services::Status s = _result->allocate<algorithmFPType>(&input, _par, (int)method);
400 _res = _result.get();
406 this->_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
411 using interface1::BatchContainerIface;
412 using interface1::BatchContainer;
413 using interface1::BatchImpl;
414 using interface1::Batch;
419 #endif // __COVARIANCE_BATCH_H__
daal::algorithms::covariance::interface1::BatchContainer
Provides methods to run implementations of the correlation or variance-covariance matrix algorithm...
Definition: covariance_batch.h:76
daal::batch
Definition: daal_defines.h:112
daal::algorithms::covariance::interface1::BatchImpl::BatchImpl
BatchImpl()
Definition: covariance_batch.h:260
daal::algorithms::covariance::covariance
Definition: covariance_types.h:90
daal::algorithms::covariance::interface1::BatchImpl
Abstract class that specifies interface of the algorithms for computing correlation or variance-covar...
Definition: covariance_batch.h:252
daal::algorithms::covariance::Method
Method
Definition: covariance_types.h:48
daal::algorithms::covariance::interface1::BatchImpl::parameter
ParameterType parameter
Definition: covariance_batch.h:312
daal::algorithms::covariance::interface1::BatchImpl::getResult
ResultPtr getResult()
Definition: covariance_batch.h:281
daal::algorithms::covariance::interface1::BatchContainerIface
Class that specifies interfaces of implementations of the correlation or variance-covariance matrix c...
Definition: covariance_batch.h:52
daal::algorithms::covariance::interface1::BatchContainerIface::~BatchContainerIface
virtual ~BatchContainerIface()
Definition: covariance_batch.h:58
daal::algorithms::covariance::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: covariance_batch.h:378
daal::algorithms::covariance::interface1::BatchImpl::input
InputType input
Definition: covariance_batch.h:311
daal::algorithms::covariance::interface1::BatchImpl::BatchImpl
BatchImpl(const BatchImpl &other)
Definition: covariance_batch.h:272
daal::algorithms::covariance::defaultDense
Definition: covariance_types.h:50
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::covariance::sumCSR
Definition: covariance_types.h:58
daal::algorithms::covariance::singlePassCSR
Definition: covariance_types.h:56
daal::algorithms::covariance::fastCSR
Definition: covariance_types.h:55
daal::algorithms::covariance::singlePassDense
Definition: covariance_types.h:51
daal::algorithms::covariance::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: covariance_batch.h:386
daal::algorithms::covariance::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: covariance_batch.h:367
daal::algorithms::covariance::interface1::BatchContainerIface::compute
virtual services::Status compute()=0
daal::algorithms::covariance::interface1::Batch
Computes correlation or variance-covariance matrix in the batch processing mode.
Definition: covariance_batch.h:345
daal::algorithms::covariance::sumDense
Definition: covariance_types.h:53
daal::algorithms::covariance::interface1::BatchImpl::setResult
virtual services::Status setResult(const ResultPtr &result)
Definition: covariance_batch.h:290
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::covariance::interface1::Batch::Batch
Batch()
Definition: covariance_batch.h:355
daal::algorithms::covariance::interface1::BatchImpl::clone
services::SharedPtr< BatchImpl > clone() const
Definition: covariance_batch.h:304
daal::algorithms::covariance::interface1::BatchContainerIface::BatchContainerIface
BatchContainerIface()
Definition: covariance_batch.h:56