This file is indexed.

/usr/include/trilinos/Ifpack_ML.h is in libtrilinos-trilinoscouplings-dev 12.10.1-3.

This file is owned by root:root, with mode 0o644.

The actual contents of the file can be viewed below.

  1
  2
  3
  4
  5
  6
  7
  8
  9
 10
 11
 12
 13
 14
 15
 16
 17
 18
 19
 20
 21
 22
 23
 24
 25
 26
 27
 28
 29
 30
 31
 32
 33
 34
 35
 36
 37
 38
 39
 40
 41
 42
 43
 44
 45
 46
 47
 48
 49
 50
 51
 52
 53
 54
 55
 56
 57
 58
 59
 60
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
/*@HEADER
// ***********************************************************************
//
//       Ifpack: Object-Oriented Algebraic Preconditioner Package
//                 Copyright (2002) Sandia Corporation
//
// Under terms of Contract DE-AC04-94AL85000, there is a non-exclusive
// license for use of this work by or on behalf of the U.S. Government.
//
// This library is free software; you can redistribute it and/or modify
// it under the terms of the GNU Lesser General Public License as
// published by the Free Software Foundation; either version 2.1 of the
// License, or (at your option) any later version.
//
// This library is distributed in the hope that it will be useful, but
// WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
// Lesser General Public License for more details.
//
// You should have received a copy of the GNU Lesser General Public
// License along with this library; if not, write to the Free Software
// Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301
// USA
// Questions? Contact Michael A. Heroux (maherou@sandia.gov)
//
// ***********************************************************************
//@HEADER
*/

#ifndef IFPACK_ML_H
#define IFPACK_ML_H

#include "Ifpack_ConfigDefs.h"
#ifdef HAVE_IFPACK_ML

#include "Ifpack_Preconditioner.h"
#include "Epetra_Operator.h"
#include "Teuchos_ParameterList.hpp"
#include "Teuchos_RefCountPtr.hpp"
#include "ml_MultiLevelPreconditioner.h"

class Epetra_Map;
class Epetra_Time;
class Epetra_Comm;
class ML_BaseSolver;
class Epetra_LinearProblem;
class Epetra_RowMatrix;

//! Ifpack_ML: a class to use ML's multilevel methods as preconditioners.
/*!
Class Ifpack_ML enables the use of ML's multilevel methods as 
Ifpack_Preconditioners.

Ifpack_ML is just a bare-bone wrap to ML. Currently, the
only parameter required recognized by SetParameters() is
\c "ml: solver type" (defaulted to \c
"ML_Klu"), which defined the ML solver. The Teuchos list
in input to SetParameters() is copied, then the copied list is
used to set the parameters of the ML object.

This class works with matrices whose communicator contains only one
process, that is, either serial matrices, or Ifpack_LocalFilter'd matrices.

\warning The number of flops is NOT updated.

\author Jonathan Hu.

\date Last update April, 2007.

*/
class Ifpack_ML : public Ifpack_Preconditioner {
      
public:

  //@{ \name Constructors/Destructors.

  //! Constructor.
  Ifpack_ML(Epetra_RowMatrix* Matrix);

  //@{ \name Destructor.
  //! Destructor
  virtual ~Ifpack_ML() {};

  //@}

  //@{ \name Attribute set methods.

   //! If true, transpose of this operator will be applied (not implemented).
    /*! This flag allows the transpose of the given operator to be used 
     * implicitly.  
      
    \param 
	   UseTranspose - (In) If true, multiply by the transpose of operator, 
	   otherwise just use operator.

    \return Integer error code, set to 0 if successful.  Set to -1 if this
            implementation does not support transpose.
  */

  virtual int SetUseTranspose(bool UseTranspose);
  //@}
  
  //@{ \name Mathematical functions.

    //! Applies the matrix to an Epetra_MultiVector.
  /*! 
    \param
    X - (In) A Epetra_MultiVector of dimension NumVectors to multiply with
             matrix.
    \param 
    Y - (Out) A Epetra_MultiVector of dimension NumVectors containing result.

    \return Integer error code, set to 0 if successful.
    */
    virtual int Apply(const Epetra_MultiVector& X, Epetra_MultiVector& Y) const;

    //! Applies the preconditioner to X, returns the result in Y.
  /*! 
    \param 
    X - (In) A Epetra_MultiVector of dimension NumVectors to be preconditioned.
    \param 
    Y - (Out) A Epetra_MultiVector of dimension NumVectors containing result.

    \return Integer error code, set to 0 if successful.

    \warning In order to work with AztecOO, any implementation of this method 
    must support the case where X and Y are the same object.
    */
    virtual int ApplyInverse(const Epetra_MultiVector& X, Epetra_MultiVector& Y) const;

    //! Returns the infinity norm of the global matrix (not implemented)
    virtual double NormInf() const;
  //@}
  
  //@{ \name Attribute access functions

    //! Returns a character string describing the operator
    virtual const char * Label() const;

    //! Returns the current UseTranspose setting.
    virtual bool UseTranspose() const;

    //! Returns true if the \e this object can provide an approximate Inf-norm, false otherwise.
    virtual bool HasNormInf() const;

    //! Returns a pointer to the Epetra_Comm communicator associated with this operator.
    virtual const Epetra_Comm & Comm() const;

    //! Returns the Epetra_Map object associated with the domain of this operator.
    virtual const Epetra_Map & OperatorDomainMap() const;

    //! Returns the Epetra_Map object associated with the range of this operator.
    virtual const Epetra_Map & OperatorRangeMap() const;

  //@}

  //@{ \name Construction and application methods.
 
  //! Returns \c true is the preconditioner has been successfully initialized.
  virtual bool IsInitialized() const
  {
    return(IsInitialized_);
  }

  //! Initializes the preconditioners.
  /*! \return
   * 0 if successful, 1 if problems occurred.
   */
  virtual int Initialize();

  //! Returns \c true if the preconditioner has been successfully computed.
  virtual bool IsComputed() const
  {
    return(IsComputed_);
  }

  //! Computes the preconditioners.
  /*! \return
   * 0 if successful, 1 if problems occurred.
   */
  virtual int Compute();

  //! Sets all the parameters for the preconditioner.
  /*! Parameters currently supported:
   * - \c "ml: solver type" : Specifies the solver type
   *   for ML. Default: \c ML_Klu.
   *
   * The input list will be copied, then passed to the ML
   * object through ML::SetParameters().
   */   
  virtual int SetParameters(Teuchos::ParameterList& List);

  //@}

  //@{ \name Query methods.

  //! Returns a const reference to the internally stored matrix.
  virtual const Epetra_RowMatrix& Matrix() const
  {
    return(*Matrix_);
  }

  //! Returns the estimated condition number, computes it if necessary.
  virtual double Condest(const Ifpack_CondestType CT = Ifpack_Cheap,
                         const int MaxIters = 1550,
                         const double Tol = 1e-9,
			 Epetra_RowMatrix* Matrix= 0);
  
  //! Returns the estimated condition number, never computes it.
  virtual double Condest() const
  {
    return(Condest_);
  }

  //! Returns the number of calls to Initialize().
  virtual int NumInitialize() const
  {
    return(NumInitialize_);
  }

  //! Returns the number of calls to Compute().
  virtual int NumCompute() const
  {
    return(NumCompute_);
  }

  //! Returns the number of calls to ApplyInverse().
  virtual int NumApplyInverse() const
  {
    return(NumApplyInverse_);
  }

  //! Returns the total time spent in Initialize().
  virtual double InitializeTime() const
  {
    return(InitializeTime_);
  }

  //! Returns the total time spent in Compute().
  virtual double ComputeTime() const
  {
    return(ComputeTime_);
  }

  //! Returns the total time spent in ApplyInverse().
  virtual double ApplyInverseTime() const
  {
    return(ApplyInverseTime_);
  }

  //! Returns the number of flops in the initialization phase.
  virtual double InitializeFlops() const
  {
    return(0.0);
  }

  //! Returns the total number of flops to computate the preconditioner.
  virtual double ComputeFlops() const
  {
    return(ComputeFlops_);
  }

  //! Returns the total number of flops to apply the preconditioner.
  virtual double ApplyInverseFlops() const
  {
    return(ApplyInverseFlops_);
  }

  // Returns a constant reference to the internally stored 
  virtual const Teuchos::ParameterList& List() const 
  {
    return(List_);
  }

  //! Prints on ostream basic information about \c this object.
  virtual std::ostream& Print(std::ostream& os) const;

  //@}

protected:
  
  //@{ \name Methods to get/set private data

  //! Sets the label.
  inline void SetLabel(const char* Label) 
  {
    Label_ = Label;
  }

  //! Sets \c IsInitialized_.
  inline void SetIsInitialized(const bool IsInitialized)
  {
    IsInitialized_ = IsInitialized;
  }

  //! Sets \c IsComputed_.
  inline void SetIsComputed(const int IsComputed)
  {
    IsComputed_ = IsComputed;
  }

  //! Sets \c NumInitialize_.
  inline void SetNumInitialize(const int NumInitialize)
  {
    NumInitialize_ = NumInitialize;
  }

  //! Sets \c NumCompute_.
  inline void SetNumCompute(const int NumCompute)
  {
    NumCompute_ = NumCompute;
  }

  //! Sets \c NumApplyInverse_.
  inline void SetNumApplyInverse(const int NumApplyInverse)
  {
    NumApplyInverse_ = NumApplyInverse;
  }

  //! Sets \c InitializeTime_.
  inline void SetInitializeTime(const double InitializeTime)
  {
    InitializeTime_ = InitializeTime;
  }

  //! Sets \c ComputeTime_.
  inline void SetComputeTime(const double ComputeTime)
  {
    ComputeTime_ = ComputeTime;
  }

  //! Sets \c ApplyInverseTime_.
  inline void SetApplyInverseTime(const double ApplyInverseTime)
  {
    ApplyInverseTime_ = ApplyInverseTime;
  }

  //! Sets \c ComputeFlops_.
  inline void SetComputeFlops(const double ComputeFlops)
  {
    ComputeFlops_ = ComputeFlops;
  }

  //! Sets \c ComputeFlops_.
  inline void SetApplyInverseFlops(const double ApplyInverseFlops)
  {
    ApplyInverseFlops_ = ApplyInverseFlops;
  }

  //! Set \c List_.
  inline void SetList(const Teuchos::ParameterList& List)
  {
    List_ = List;
  }
  //@}
  
private:

  //! Pointers to the matrix to be preconditioned.
  Teuchos::RefCountPtr<const Epetra_RowMatrix> Matrix_;

  //! ML solver, use to apply the inverse of the local matrix.
  Teuchos::RefCountPtr<ML_Epetra::MultiLevelPreconditioner> MLPrec_;
  //! Contains a copy of the input parameter list.
  Teuchos::ParameterList List_;

  //! Contains the label of \c this object.
  string Label_;
  //! If true, the preconditioner has been successfully initialized.
  bool IsInitialized_;
  //! If true, the preconditioner has been successfully computed.
  bool IsComputed_;
  //! If true, the preconditioner solves for the transpose of the matrix.
  bool UseTranspose_;

  //! Contains the number of successful calls to Initialize().
  int NumInitialize_;
  //! Contains the number of successful call to Compute().
  int NumCompute_;
  //! Contains the number of successful call to ApplyInverse().
  mutable int NumApplyInverse_;

  //! Contains the time for all successful calls to Initialize().
  double InitializeTime_;
  //! Contains the time for all successful calls to Compute().
  double ComputeTime_;
  //! Contains the time for all successful calls to ApplyInverse().
  mutable double ApplyInverseTime_;
  //! Time object.
  Teuchos::RefCountPtr<Epetra_Time> Time_;

  //! Contains the number of flops for Compute().
  double ComputeFlops_;
  //! Contain sthe number of flops for ApplyInverse().
  double ApplyInverseFlops_;

  //! Contains the estimated condition number.
  double Condest_;
};

#endif // HAVE_IFPACK_ML
#endif // IFPACK_ML_H