C++ API Reference for Intel® Data Analytics Acceleration Library 2019 Update 5

outlier_detection_bacon.h
1 /* file: outlier_detection_bacon.h */
2 /*******************************************************************************
3 * Copyright 2014-2019 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 BACON outlier detection algorithm
19 // in the batch processing mode
20 //--
21 */
22 
23 #ifndef __OUTLIER_DETECTION_BACON_H__
24 #define __OUTLIER_DETECTION_BACON_H__
25 
26 #include "algorithms/algorithm.h"
27 #include "data_management/data/numeric_table.h"
28 #include "services/daal_defines.h"
29 #include "algorithms/outlier_detection/outlier_detection_bacon_types.h"
30 
31 namespace daal
32 {
33 namespace algorithms
34 {
35 namespace bacon_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 
92 template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
93 class DAAL_EXPORT Batch : public daal::algorithms::Analysis<batch>
94 {
95 public:
96  typedef algorithms::bacon_outlier_detection::Input InputType;
97  typedef algorithms::bacon_outlier_detection::Parameter ParameterType;
98  typedef algorithms::bacon_outlier_detection::Result ResultType;
99 
101  Batch()
102  {
103  initialize();
104  }
105 
112  Batch(const Batch<algorithmFPType, method> &other) : input(other.input), parameter(other.parameter)
113  {
114  initialize();
115  }
116 
121  virtual int getMethod() const DAAL_C11_OVERRIDE { return(int) method; }
122 
127  ResultPtr getResult()
128  {
129  return _result;
130  }
131 
138  services::Status setResult(const ResultPtr& result)
139  {
140  DAAL_CHECK(result, services::ErrorNullResult)
141  _result = result;
142  _res = _result.get();
143  return services::Status();
144  }
145 
151  services::SharedPtr<Batch<algorithmFPType, method> > clone() const
152  {
153  return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
154  }
155 
156 protected:
157  virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
158  {
159  return new Batch<algorithmFPType, method>(*this);
160  }
161 
162  virtual services::Status allocateResult() DAAL_C11_OVERRIDE
163  {
164  services::Status s = _result->allocate<algorithmFPType>(&input, NULL, (int) method);
165  _res = _result.get();
166  return s;
167  }
168 
169  void initialize()
170  {
171  Analysis<batch>::_ac = new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
172  _in = &input;
173  _par = &parameter;
174  _result.reset(new ResultType());
175  }
176 
177 public:
178  InputType input;
179  ParameterType parameter;
181 private:
182  ResultPtr _result;
183 };
185 } // namespace interface1
186 using interface1::BatchContainer;
187 using interface1::Batch;
188 
189 } // namespace bacon_outlier_detection
190 } // namespace algorithm
191 } // namespace daal
192 #endif
daal::algorithms::bacon_outlier_detection::interface1::Batch
Abstract class that specifies interface of the algorithms for computing BACON outlier detection in th...
Definition: outlier_detection_bacon.h:93
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_defines.h
daal::algorithms::bacon_outlier_detection::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: outlier_detection_bacon.h:121
daal::batch
Definition: daal_defines.h:110
daal::algorithms::bacon_outlier_detection::interface1::Batch::input
InputType input
Definition: outlier_detection_bacon.h:178
daal::algorithms::bacon_outlier_detection::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: outlier_detection_bacon.h:138
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:68
daal::algorithms::bacon_outlier_detection::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: outlier_detection_bacon.h:151
daal::algorithms::bacon_outlier_detection::interface1::Batch::parameter
ParameterType parameter
Definition: outlier_detection_bacon.h:179
daal::algorithms::bacon_outlier_detection::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: outlier_detection_bacon.h:112
daal::algorithms::bacon_outlier_detection::interface1::Batch::getResult
ResultPtr getResult()
Definition: outlier_detection_bacon.h:127
daal::algorithms::bacon_outlier_detection::interface1::Batch::Batch
Batch()
Definition: outlier_detection_bacon.h:101
daal::services::ErrorNullResult
Definition: error_indexes.h:96
daal::algorithms::bacon_outlier_detection::interface1::BatchContainer
Provides methods to run implementations of the BACON outlier detection algorithm. This class is assoc...
Definition: outlier_detection_bacon.h:55

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