C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 3

outlier_detection_univariate.h
1 /* file: outlier_detection_univariate.h */
2 /*******************************************************************************
3 * Copyright 2014-2018 Intel Corporation.
4 *
5 * This software and the related documents are Intel copyrighted materials, and
6 * your use of them is governed by the express license under which they were
7 * provided to you (License). Unless the License provides otherwise, you may not
8 * use, modify, copy, publish, distribute, disclose or transmit this software or
9 * the related documents without Intel's prior written permission.
10 *
11 * This software and the related documents are provided as is, with no express
12 * or implied warranties, other than those that are expressly stated in the
13 * License.
14 *******************************************************************************/
15 
16 /*
17 //++
18 // Implementation of the interface for the univariate outlier detection algorithm
19 // in the batch processing mode
20 //--
21 */
22 
23 #ifndef __OUTLIERDETECTION_UNIVARIATE_H__
24 #define __OUTLIERDETECTION_UNIVARIATE_H__
25 
26 #include "algorithms/algorithm.h"
27 #include "data_management/data/numeric_table.h"
28 #include "services/daal_defines.h"
29 #include "outlier_detection_univariate_types.h"
30 
31 namespace daal
32 {
33 namespace algorithms
34 {
35 namespace univariate_outlier_detection
36 {
37 
38 namespace interface1
39 {
54 template<typename algorithmFPType, Method method, CpuType cpu>
55 class DAAL_EXPORT BatchContainer : public daal::algorithms::AnalysisContainerIface<batch>
56 {
57 public:
63  BatchContainer(daal::services::Environment::env *daalEnv);
65  ~BatchContainer();
71  virtual services::Status compute() DAAL_C11_OVERRIDE;
72 };
73 
87 template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
88 class DAAL_EXPORT Batch : public daal::algorithms::Analysis<batch>
89 {
90 public:
91  typedef algorithms::univariate_outlier_detection::Input InputType;
92  typedef algorithms::univariate_outlier_detection::Result ResultType;
93 
95  Batch()
96  {
97  initialize();
98  }
99 
106  Batch(const Batch<algorithmFPType, method> &other) : input(other.input)
107  {
108  initialize();
109  }
110 
115  virtual int getMethod() const DAAL_C11_OVERRIDE { return(int) method; }
116 
121  ResultPtr getResult()
122  {
123  return _result;
124  }
125 
132  services::Status setResult(const ResultPtr& result)
133  {
134  DAAL_CHECK(result, services::ErrorNullResult)
135  _result = result;
136  _res = _result.get();
137  return services::Status();
138  }
139 
145  services::SharedPtr<Batch<algorithmFPType, method> > clone() const
146  {
147  return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
148  }
149 
150 protected:
151  virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
152  {
153  return new Batch<algorithmFPType, method>(*this);
154  }
155 
156  virtual services::Status allocateResult() DAAL_C11_OVERRIDE
157  {
158  services::Status s = _result->allocate<algorithmFPType>(&input, NULL, (int) method);
159  _res = _result.get();
160  return s;
161  }
162 
163  void initialize()
164  {
165  Analysis<batch>::_ac = new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
166  _in = &input;
167  _result.reset(new ResultType());
168  }
169 
170 public:
171  InputType input;
173 private:
174  ResultPtr _result;
175 };
177 } // namespace interface1
178 using interface1::BatchContainer;
179 using interface1::Batch;
180 
181 } // namespace univariate_outlier_detection
182 } // namespace algorithm
183 } // namespace daal
184 #endif
daal
Definition: algorithm_base_common.h:31
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:53
daal::algorithms::univariate_outlier_detection::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: outlier_detection_univariate.h:145
daal::algorithms::univariate_outlier_detection::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: outlier_detection_univariate.h:132
daal::algorithms::univariate_outlier_detection::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: outlier_detection_univariate.h:115
daal::algorithms::univariate_outlier_detection::interface1::Batch
Runs the univariate outlier detection algorithm in the batch processing mode.
Definition: outlier_detection_univariate.h:88
daal::algorithms::univariate_outlier_detection::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: outlier_detection_univariate.h:106
daal_defines.h
daal::batch
Definition: daal_defines.h:106
daal::algorithms::univariate_outlier_detection::interface1::Batch::getResult
ResultPtr getResult()
Definition: outlier_detection_univariate.h:121
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:55
daal::algorithms::univariate_outlier_detection::interface1::Batch::Batch
Batch()
Definition: outlier_detection_univariate.h:95
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:68
daal::algorithms::univariate_outlier_detection::interface1::Batch::input
InputType input
Definition: outlier_detection_univariate.h:171
daal::services::ErrorNullResult
Definition: error_indexes.h:96

For more complete information about compiler optimizations, see our Optimization Notice.