24 #ifndef __SVD_ONLINE_H__
25 #define __SVD_ONLINE_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/numeric_table.h"
29 #include "services/daal_defines.h"
30 #include "algorithms/svd/svd_types.h"
54 template<
typename algorithmFPType, Method method, CpuType cpu>
55 class OnlineContainer :
public daal::algorithms::AnalysisContainerIface<online>
63 OnlineContainer(daal::services::Environment::env *daalEnv);
65 virtual ~OnlineContainer();
70 services::Status compute() DAAL_C11_OVERRIDE;
75 services::Status finalizeCompute() DAAL_C11_OVERRIDE;
89 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
90 class Online :
public daal::algorithms::Analysis<online>
93 typedef OnlinePartialResult PartialResult;
94 typedef OnlinePartialResultPtr PartialResultPtr;
96 typedef algorithms::svd::Input InputType;
97 typedef algorithms::svd::Parameter ParameterType;
98 typedef algorithms::svd::Result ResultType;
99 typedef algorithms::svd::OnlinePartialResult PartialResultType;
102 ParameterType parameter;
115 Online(
const Online<algorithmFPType, method> &other) : input(other.input), parameter(other.parameter)
124 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
130 ResultPtr getResult()
139 PartialResultPtr getPartialResult()
141 return _partialResult;
148 services::Status setResult(
const ResultPtr& res)
150 DAAL_CHECK(res, services::ErrorNullResult)
152 _res = _result.get();
153 return services::Status();
162 services::Status setPartialResult(
const PartialResultPtr &partialResult,
bool initFlag =
false)
164 _partialResult = partialResult;
165 _pres = _partialResult.get();
166 setInitFlag(initFlag);
167 return services::Status();
174 services::Status checkFinalizeComputeParams() DAAL_C11_OVERRIDE
178 services::Status s = _partialResult->check(_par, method);
184 return services::Status(services::ErrorNullResult);
188 return _result->check(_partialResult.get(), _par, method);
189 return services::Status(services::ErrorNullResult);
197 services::SharedPtr<Online<algorithmFPType, method> > clone()
const
199 return services::SharedPtr<Online<algorithmFPType, method> >(cloneImpl());
203 virtual Online<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
205 return new Online<algorithmFPType, method>(*this);
208 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
210 _result.reset(
new ResultType());
211 services::Status s = _result->allocate<algorithmFPType>(_pres, 0, 0);
212 _res = _result.get();
216 virtual services::Status allocatePartialResult() DAAL_C11_OVERRIDE
218 _partialResult.reset(
new PartialResultType());
219 services::Status s = _partialResult->allocate<algorithmFPType>(_in, 0, 0);
220 _pres = _partialResult.get();
224 virtual services::Status initializePartialResult() DAAL_C11_OVERRIDE
226 services::Status s = _partialResult->initialize<algorithmFPType>(_in, 0, 0);
227 _pres = _partialResult.get();
233 Analysis<online>::_ac =
new __DAAL_ALGORITHM_CONTAINER(online, OnlineContainer, algorithmFPType, method)(&_env);
239 PartialResultPtr _partialResult;
244 using interface1::OnlineContainer;
245 using interface1::Online;
daal::algorithms::svd::interface1::OnlineContainer::compute
services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::svd::interface1::OnlineContainer
Provides methods to run implementations of the SVD algorithm in the online processing mode...
Definition: svd_online.h:55
daal::algorithms::svd::interface1::Online::parameter
ParameterType parameter
Definition: svd_online.h:102
daal::algorithms::svd::interface1::Online::getResult
ResultPtr getResult()
Definition: svd_online.h:130
daal::algorithms::svd::interface1::Online::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: svd_online.h:124
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::svd::interface1::Online::setPartialResult
services::Status setPartialResult(const PartialResultPtr &partialResult, bool initFlag=false)
Definition: svd_online.h:162
daal::algorithms::svd::interface1::Online::input
InputType input
Definition: svd_online.h:101
daal::algorithms::svd::interface1::Online::getPartialResult
PartialResultPtr getPartialResult()
Definition: svd_online.h:139
daal::algorithms::svd::interface1::Online::clone
services::SharedPtr< Online< algorithmFPType, method > > clone() const
Definition: svd_online.h:197
daal::online
Definition: daal_defines.h:114
daal::algorithms::svd::interface1::OnlineContainer::OnlineContainer
OnlineContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::svd::interface1::OnlineContainer::~OnlineContainer
virtual ~OnlineContainer()
daal::algorithms::svd::interface1::OnlinePartialResult
Provides methods to access partial results obtained with the compute() method of the SVD algorithm in...
Definition: svd_types.h:322
daal::algorithms::svd::interface1::Online::setResult
services::Status setResult(const ResultPtr &res)
Definition: svd_online.h:148
daal::algorithms::svd::interface1::Online::Online
Online(const Online< algorithmFPType, method > &other)
Definition: svd_online.h:115
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::svd::interface1::OnlineContainer::finalizeCompute
services::Status finalizeCompute() DAAL_C11_OVERRIDE
daal::algorithms::svd::interface1::Online
Computes results of the SVD algorithm in the online processing mode.
Definition: svd_online.h:90
daal::algorithms::svd::interface1::Online::checkFinalizeComputeParams
services::Status checkFinalizeComputeParams() DAAL_C11_OVERRIDE
Definition: svd_online.h:174