25 #ifndef __KMEANS_BATCH_H__
26 #define __KMEANS_BATCH_H__
28 #include "algorithms/algorithm.h"
29 #include "data_management/data/numeric_table.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/kmeans/kmeans_types.h"
56 template<
typename algorithmFPType, Method method, CpuType cpu>
57 class BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
65 BatchContainer(daal::services::Environment::env *daalEnv);
67 virtual ~BatchContainer();
71 virtual services::Status compute() DAAL_C11_OVERRIDE;
87 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = lloydDense>
88 class DAAL_EXPORT Batch :
public daal::algorithms::Analysis<batch>
91 typedef algorithms::kmeans::Input InputType;
92 typedef algorithms::kmeans::Parameter ParameterType;
93 typedef algorithms::kmeans::Result ResultType;
100 Batch(
size_t nClusters,
size_t nIterations = 1) : parameter(nClusters, nIterations)
111 Batch(
const Batch<algorithmFPType, method> &other) : parameter(other.parameter)
114 input.set(data, other.input.get(data));
115 input.set(inputCentroids, other.input.get(inputCentroids));
122 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
128 ResultPtr getResult()
137 services::Status setResult(
const ResultPtr& result)
139 DAAL_CHECK(result, services::ErrorNullResult)
141 _res = _result.get();
142 return services::Status();
150 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
152 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
156 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
158 return new Batch<algorithmFPType, method>(*this);
161 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
163 _result.reset(
new ResultType());
164 services::Status s = _result->allocate<algorithmFPType>(_in, _par, (int) method);
165 _res = _result.get();
171 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
178 ParameterType parameter;
185 using interface1::BatchContainer;
186 using interface1::Batch;
daal::batch
Definition: daal_defines.h:112
daal::algorithms::kmeans::nIterations
Definition: kmeans_types.h:113
daal::algorithms::kmeans::data
Definition: kmeans_types.h:72
daal::algorithms::kmeans::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: kmeans_batch.h:122
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::kmeans::interface1::Batch
Computes the results of K-Means algorithm in the batch processing mode.
Definition: kmeans_batch.h:88
daal::algorithms::kmeans::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: kmeans_batch.h:111
daal::algorithms::kmeans::interface1::Batch::Batch
Batch(size_t nClusters, size_t nIterations=1)
Definition: kmeans_batch.h:100
daal::algorithms::kmeans::interface1::Batch::input
InputType input
Definition: kmeans_batch.h:177
daal::algorithms::kmeans::interface1::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::kmeans::interface1::Batch::getResult
ResultPtr getResult()
Definition: kmeans_batch.h:128
daal::algorithms::kmeans::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: kmeans_batch.h:150
daal::algorithms::kmeans::interface1::BatchContainer::compute
virtual services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::kmeans::interface1::Batch::parameter
ParameterType parameter
Definition: kmeans_batch.h:178
daal::algorithms::kmeans::inputCentroids
Definition: kmeans_types.h:73
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::kmeans::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: kmeans_batch.h:137
daal::algorithms::kmeans::interface1::BatchContainer
Provides methods to run implementations of K-Means algorithm. This class is associated with the daal:...
Definition: kmeans_batch.h:57
daal::algorithms::kmeans::interface1::BatchContainer::~BatchContainer
virtual ~BatchContainer()