C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

outlier_detection_univariate.h
1 /* file: outlier_detection_univariate.h */
2 /*******************************************************************************
3 * Copyright 2014-2020 Intel Corporation
4 *
5 * Licensed under the Apache License, Version 2.0 (the "License");
6 * you may not use this file except in compliance with the License.
7 * You may obtain a copy of the License at
8 *
9 * http://www.apache.org/licenses/LICENSE-2.0
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14 * See the License for the specific language governing permissions and
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16 *******************************************************************************/
17 
18 /*
19 //++
20 // Implementation of the interface for the univariate outlier detection algorithm
21 // in the batch processing mode
22 //--
23 */
24 
25 #ifndef __OUTLIERDETECTION_UNIVARIATE_H__
26 #define __OUTLIERDETECTION_UNIVARIATE_H__
27 
28 #include "algorithms/algorithm.h"
29 #include "data_management/data/numeric_table.h"
30 #include "services/daal_defines.h"
31 #include "outlier_detection_univariate_types.h"
32 
33 namespace daal
34 {
35 namespace algorithms
36 {
37 namespace univariate_outlier_detection
38 {
39 
40 namespace interface1
41 {
56 template<typename algorithmFPType, Method method, CpuType cpu>
57 class BatchContainer : public daal::algorithms::AnalysisContainerIface<batch>
58 {
59 public:
65  BatchContainer(daal::services::Environment::env *daalEnv);
67  ~BatchContainer();
73  virtual services::Status compute() DAAL_C11_OVERRIDE;
74 };
75 
89 template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
90 class DAAL_EXPORT Batch : public daal::algorithms::Analysis<batch>
91 {
92 public:
93  typedef algorithms::univariate_outlier_detection::Input InputType;
94  typedef algorithms::univariate_outlier_detection::Result ResultType;
95 
97  Batch()
98  {
99  initialize();
100  }
101 
108  Batch(const Batch<algorithmFPType, method> &other) : input(other.input)
109  {
110  initialize();
111  }
112 
117  virtual int getMethod() const DAAL_C11_OVERRIDE { return(int) method; }
118 
123  ResultPtr getResult()
124  {
125  return _result;
126  }
127 
134  services::Status setResult(const ResultPtr& result)
135  {
136  DAAL_CHECK(result, services::ErrorNullResult)
137  _result = result;
138  _res = _result.get();
139  return services::Status();
140  }
141 
147  services::SharedPtr<Batch<algorithmFPType, method> > clone() const
148  {
149  return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
150  }
151 
152 protected:
153  virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
154  {
155  return new Batch<algorithmFPType, method>(*this);
156  }
157 
158  virtual services::Status allocateResult() DAAL_C11_OVERRIDE
159  {
160  services::Status s = _result->allocate<algorithmFPType>(&input, NULL, (int) method);
161  _res = _result.get();
162  return s;
163  }
164 
165  void initialize()
166  {
167  Analysis<batch>::_ac = new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
168  _in = &input;
169  _result.reset(new ResultType());
170  }
171 
172 public:
173  InputType input;
175 private:
176  ResultPtr _result;
177 };
179 } // namespace interface1
180 using interface1::BatchContainer;
181 using interface1::Batch;
182 
183 } // namespace univariate_outlier_detection
184 } // namespace algorithm
185 } // namespace daal
186 #endif
daal::algorithms::univariate_outlier_detection::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: outlier_detection_univariate.h:147
daal::algorithms::univariate_outlier_detection::interface1::Batch
Runs the univariate outlier detection algorithm in the batch processing mode.
Definition: outlier_detection_univariate.h:90
daal::batch
Definition: daal_defines.h:112
daal::algorithms::univariate_outlier_detection::interface1::Batch::getResult
ResultPtr getResult()
Definition: outlier_detection_univariate.h:123
daal::algorithms::univariate_outlier_detection::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: outlier_detection_univariate.h:117
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_defines.h
daal::algorithms::univariate_outlier_detection::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: outlier_detection_univariate.h:134
daal::algorithms::univariate_outlier_detection::interface1::BatchContainer::~BatchContainer
~BatchContainer()
daal::algorithms::univariate_outlier_detection::interface1::BatchContainer
Provides methods to run implementations of the univariate outlier detection algorithm. It is associated with the daal::algorithms::univariate_outlier_detection::Batch class and supports the methods of the univariate outlier detection in the batch processing mode.
Definition: outlier_detection_univariate.h:57
daal::algorithms::univariate_outlier_detection::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: outlier_detection_univariate.h:108
daal::algorithms::univariate_outlier_detection::interface1::Batch::Batch
Batch()
Definition: outlier_detection_univariate.h:97
daal::algorithms::univariate_outlier_detection::interface1::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::univariate_outlier_detection::interface1::Batch::input
InputType input
Definition: outlier_detection_univariate.h:173
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::univariate_outlier_detection::interface1::BatchContainer::compute
virtual services::Status compute() DAAL_C11_OVERRIDE

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