25 #ifndef __DBSCAN_BATCH_H__
26 #define __DBSCAN_BATCH_H__
28 #include "algorithms/algorithm.h"
29 #include "data_management/data/numeric_table.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/dbscan/dbscan_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 = defaultDense>
88 class DAAL_EXPORT Batch :
public daal::algorithms::Analysis<batch>
91 typedef algorithms::dbscan::Input InputType;
92 typedef algorithms::dbscan::Parameter ParameterType;
93 typedef algorithms::dbscan::Result ResultType;
100 Batch(algorithmFPType epsilon,
size_t minObservations);
108 Batch(
const Batch<algorithmFPType, method> &other);
119 ParameterType& parameter() {
return *
static_cast<ParameterType*
>(_par); }
125 const ParameterType& parameter()
const {
return *
static_cast<const ParameterType*
>(_par); }
131 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
137 ResultPtr getResult()
146 services::Status setResult(
const ResultPtr& result)
148 DAAL_CHECK(result, services::ErrorNullResult)
150 _res = _result.get();
151 return services::Status();
159 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
161 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
165 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
167 return new Batch<algorithmFPType, method>(*this);
170 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
172 _result.reset(
new ResultType());
173 services::Status s = _result->allocate<algorithmFPType>(_in, _par, (int) method);
174 _res = _result.get();
180 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
182 _result.reset(
new ResultType());
193 using interface1::BatchContainer;
194 using interface1::Batch;
daal::batch
Definition: daal_defines.h:112
daal::algorithms::dbscan::interface1::Batch::input
InputType input
Definition: dbscan_batch.h:186
daal::algorithms::dbscan::interface1::BatchContainer::compute
virtual services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::dbscan::interface1::Batch
Computes the results of the DBSCAN algorithm in the batch processing mode.
Definition: dbscan_batch.h:88
daal::algorithms::dbscan::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: dbscan_batch.h:159
daal::algorithms::dbscan::interface1::Batch::getResult
ResultPtr getResult()
Definition: dbscan_batch.h:137
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::dbscan::interface1::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::dbscan::interface1::BatchContainer
Provides methods to run implementations of the DBSCAN algorithm. This class is associated with the da...
Definition: dbscan_batch.h:57
daal::algorithms::dbscan::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: dbscan_batch.h:131
daal::algorithms::dbscan::interface1::BatchContainer::~BatchContainer
virtual ~BatchContainer()
daal::algorithms::dbscan::interface1::Batch::parameter
ParameterType & parameter()
Definition: dbscan_batch.h:119
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::dbscan::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: dbscan_batch.h:146
daal::algorithms::dbscan::interface1::Batch::parameter
const ParameterType & parameter() const
Definition: dbscan_batch.h:125