1 /************************************************************** 2 * 3 * Licensed to the Apache Software Foundation (ASF) under one 4 * or more contributor license agreements. See the NOTICE file 5 * distributed with this work for additional information 6 * regarding copyright ownership. The ASF licenses this file 7 * to you under the Apache License, Version 2.0 (the 8 * "License"); you may not use this file except in compliance 9 * with the License. You may obtain a copy of the License at 10 * 11 * http://www.apache.org/licenses/LICENSE-2.0 12 * 13 * Unless required by applicable law or agreed to in writing, 14 * software distributed under the License is distributed on an 15 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY 16 * KIND, either express or implied. See the License for the 17 * specific language governing permissions and limitations 18 * under the License. 19 * 20 *************************************************************/ 21 22 23 24 #undef LANGUAGE_NONE 25 #define WINAPI __stdcall 26 #define LoadInverseLib FALSE 27 #define LoadLanguageLib FALSE 28 #include <lpsolve/lp_lib.h> 29 #undef LANGUAGE_NONE 30 31 #include "solver.hxx" 32 #include "solver.hrc" 33 34 #include <com/sun/star/beans/XPropertySet.hpp> 35 #include <com/sun/star/container/XIndexAccess.hpp> 36 #include <com/sun/star/frame/XModel.hpp> 37 #include <com/sun/star/lang/XMultiServiceFactory.hpp> 38 #include <com/sun/star/sheet/XSpreadsheetDocument.hpp> 39 #include <com/sun/star/sheet/XSpreadsheet.hpp> 40 #include <com/sun/star/table/CellAddress.hpp> 41 #include <com/sun/star/table/CellRangeAddress.hpp> 42 #include <com/sun/star/text/XTextRange.hpp> 43 44 #include <rtl/math.hxx> 45 #include <rtl/ustrbuf.hxx> 46 #include <cppuhelper/factory.hxx> 47 #include <vector> 48 #include <hash_map> 49 50 #include <tools/resmgr.hxx> 51 52 using namespace com::sun::star; 53 54 using ::rtl::OUString; 55 56 #define C2U(constAsciiStr) (::rtl::OUString( RTL_CONSTASCII_USTRINGPARAM( constAsciiStr ) )) 57 58 #define STR_NONNEGATIVE "NonNegative" 59 #define STR_INTEGER "Integer" 60 #define STR_TIMEOUT "Timeout" 61 #define STR_EPSILONLEVEL "EpsilonLevel" 62 #define STR_LIMITBBDEPTH "LimitBBDepth" 63 64 // ----------------------------------------------------------------------- 65 // Resources from tools are used for translated strings 66 67 static ResMgr* pSolverResMgr = NULL; 68 69 OUString lcl_GetResourceString( sal_uInt32 nId ) 70 { 71 if (!pSolverResMgr) 72 pSolverResMgr = CREATEVERSIONRESMGR( solver ); 73 74 return String( ResId( nId, *pSolverResMgr ) ); 75 } 76 77 // ----------------------------------------------------------------------- 78 79 namespace 80 { 81 enum 82 { 83 PROP_NONNEGATIVE, 84 PROP_INTEGER, 85 PROP_TIMEOUT, 86 PROP_EPSILONLEVEL, 87 PROP_LIMITBBDEPTH 88 }; 89 } 90 91 // ----------------------------------------------------------------------- 92 93 // hash map for the coefficients of a dependent cell (objective or constraint) 94 // The size of each vector is the number of columns (variable cells) plus one, first entry is initial value. 95 96 struct ScSolverCellHash 97 { 98 size_t operator()( const table::CellAddress& rAddress ) const 99 { 100 return ( rAddress.Sheet << 24 ) | ( rAddress.Column << 16 ) | rAddress.Row; 101 } 102 }; 103 104 inline bool AddressEqual( const table::CellAddress& rAddr1, const table::CellAddress& rAddr2 ) 105 { 106 return rAddr1.Sheet == rAddr2.Sheet && rAddr1.Column == rAddr2.Column && rAddr1.Row == rAddr2.Row; 107 } 108 109 struct ScSolverCellEqual 110 { 111 bool operator()( const table::CellAddress& rAddr1, const table::CellAddress& rAddr2 ) const 112 { 113 return AddressEqual( rAddr1, rAddr2 ); 114 } 115 }; 116 117 typedef std::hash_map< table::CellAddress, std::vector<double>, ScSolverCellHash, ScSolverCellEqual > ScSolverCellHashMap; 118 119 // ----------------------------------------------------------------------- 120 121 uno::Reference<table::XCell> lcl_GetCell( const uno::Reference<sheet::XSpreadsheetDocument>& xDoc, 122 const table::CellAddress& rPos ) 123 { 124 uno::Reference<container::XIndexAccess> xSheets( xDoc->getSheets(), uno::UNO_QUERY ); 125 uno::Reference<sheet::XSpreadsheet> xSheet( xSheets->getByIndex( rPos.Sheet ), uno::UNO_QUERY ); 126 return xSheet->getCellByPosition( rPos.Column, rPos.Row ); 127 } 128 129 void lcl_SetValue( const uno::Reference<sheet::XSpreadsheetDocument>& xDoc, 130 const table::CellAddress& rPos, double fValue ) 131 { 132 lcl_GetCell( xDoc, rPos )->setValue( fValue ); 133 } 134 135 double lcl_GetValue( const uno::Reference<sheet::XSpreadsheetDocument>& xDoc, 136 const table::CellAddress& rPos ) 137 { 138 return lcl_GetCell( xDoc, rPos )->getValue(); 139 } 140 141 // ------------------------------------------------------------------------- 142 143 SolverComponent::SolverComponent( const uno::Reference<uno::XComponentContext>& /* rSMgr */ ) : 144 OPropertyContainer( GetBroadcastHelper() ), 145 mbMaximize( sal_True ), 146 mbNonNegative( sal_False ), 147 mbInteger( sal_False ), 148 mnTimeout( 100 ), 149 mnEpsilonLevel( 0 ), 150 mbLimitBBDepth( sal_True ), 151 mbSuccess( sal_False ), 152 mfResultValue( 0.0 ) 153 { 154 // for XPropertySet implementation: 155 registerProperty( C2U(STR_NONNEGATIVE), PROP_NONNEGATIVE, 0, &mbNonNegative, getCppuType( &mbNonNegative ) ); 156 registerProperty( C2U(STR_INTEGER), PROP_INTEGER, 0, &mbInteger, getCppuType( &mbInteger ) ); 157 registerProperty( C2U(STR_TIMEOUT), PROP_TIMEOUT, 0, &mnTimeout, getCppuType( &mnTimeout ) ); 158 registerProperty( C2U(STR_EPSILONLEVEL), PROP_EPSILONLEVEL, 0, &mnEpsilonLevel, getCppuType( &mnEpsilonLevel ) ); 159 registerProperty( C2U(STR_LIMITBBDEPTH), PROP_LIMITBBDEPTH, 0, &mbLimitBBDepth, getCppuType( &mbLimitBBDepth ) ); 160 } 161 162 SolverComponent::~SolverComponent() 163 { 164 } 165 166 IMPLEMENT_FORWARD_XINTERFACE2( SolverComponent, SolverComponent_Base, OPropertyContainer ) 167 IMPLEMENT_FORWARD_XTYPEPROVIDER2( SolverComponent, SolverComponent_Base, OPropertyContainer ) 168 169 cppu::IPropertyArrayHelper* SolverComponent::createArrayHelper() const 170 { 171 uno::Sequence<beans::Property> aProps; 172 describeProperties( aProps ); 173 return new cppu::OPropertyArrayHelper( aProps ); 174 } 175 176 cppu::IPropertyArrayHelper& SAL_CALL SolverComponent::getInfoHelper() 177 { 178 return *getArrayHelper(); 179 } 180 181 uno::Reference<beans::XPropertySetInfo> SAL_CALL SolverComponent::getPropertySetInfo() throw(uno::RuntimeException) 182 { 183 return createPropertySetInfo( getInfoHelper() ); 184 } 185 186 // XSolverDescription 187 188 OUString SAL_CALL SolverComponent::getComponentDescription() throw (uno::RuntimeException) 189 { 190 return lcl_GetResourceString( RID_SOLVER_COMPONENT ); 191 } 192 193 OUString SAL_CALL SolverComponent::getStatusDescription() throw (uno::RuntimeException) 194 { 195 return maStatus; 196 } 197 198 OUString SAL_CALL SolverComponent::getPropertyDescription( const OUString& rPropertyName ) throw (uno::RuntimeException) 199 { 200 sal_uInt32 nResId = 0; 201 sal_Int32 nHandle = getInfoHelper().getHandleByName( rPropertyName ); 202 switch (nHandle) 203 { 204 case PROP_NONNEGATIVE: 205 nResId = RID_PROPERTY_NONNEGATIVE; 206 break; 207 case PROP_INTEGER: 208 nResId = RID_PROPERTY_INTEGER; 209 break; 210 case PROP_TIMEOUT: 211 nResId = RID_PROPERTY_TIMEOUT; 212 break; 213 case PROP_EPSILONLEVEL: 214 nResId = RID_PROPERTY_EPSILONLEVEL; 215 break; 216 case PROP_LIMITBBDEPTH: 217 nResId = RID_PROPERTY_LIMITBBDEPTH; 218 break; 219 default: 220 { 221 // unknown - leave empty 222 } 223 } 224 OUString aRet; 225 if ( nResId ) 226 aRet = lcl_GetResourceString( nResId ); 227 return aRet; 228 } 229 230 // XSolver: settings 231 232 uno::Reference<sheet::XSpreadsheetDocument> SAL_CALL SolverComponent::getDocument() throw(uno::RuntimeException) 233 { 234 return mxDoc; 235 } 236 237 void SAL_CALL SolverComponent::setDocument( const uno::Reference<sheet::XSpreadsheetDocument>& _document ) 238 throw(uno::RuntimeException) 239 { 240 mxDoc = _document; 241 } 242 243 table::CellAddress SAL_CALL SolverComponent::getObjective() throw(uno::RuntimeException) 244 { 245 return maObjective; 246 } 247 248 void SAL_CALL SolverComponent::setObjective( const table::CellAddress& _objective ) throw(uno::RuntimeException) 249 { 250 maObjective = _objective; 251 } 252 253 uno::Sequence<table::CellAddress> SAL_CALL SolverComponent::getVariables() throw(uno::RuntimeException) 254 { 255 return maVariables; 256 } 257 258 void SAL_CALL SolverComponent::setVariables( const uno::Sequence<table::CellAddress>& _variables ) 259 throw(uno::RuntimeException) 260 { 261 maVariables = _variables; 262 } 263 264 uno::Sequence<sheet::SolverConstraint> SAL_CALL SolverComponent::getConstraints() throw(uno::RuntimeException) 265 { 266 return maConstraints; 267 } 268 269 void SAL_CALL SolverComponent::setConstraints( const uno::Sequence<sheet::SolverConstraint>& _constraints ) 270 throw(uno::RuntimeException) 271 { 272 maConstraints = _constraints; 273 } 274 275 sal_Bool SAL_CALL SolverComponent::getMaximize() throw(uno::RuntimeException) 276 { 277 return mbMaximize; 278 } 279 280 void SAL_CALL SolverComponent::setMaximize( sal_Bool _maximize ) throw(uno::RuntimeException) 281 { 282 mbMaximize = _maximize; 283 } 284 285 // XSolver: get results 286 287 sal_Bool SAL_CALL SolverComponent::getSuccess() throw(uno::RuntimeException) 288 { 289 return mbSuccess; 290 } 291 292 double SAL_CALL SolverComponent::getResultValue() throw(uno::RuntimeException) 293 { 294 return mfResultValue; 295 } 296 297 uno::Sequence<double> SAL_CALL SolverComponent::getSolution() throw(uno::RuntimeException) 298 { 299 return maSolution; 300 } 301 302 // ------------------------------------------------------------------------- 303 304 void SAL_CALL SolverComponent::solve() throw(uno::RuntimeException) 305 { 306 uno::Reference<frame::XModel> xModel( mxDoc, uno::UNO_QUERY ); 307 if ( !xModel.is() ) 308 throw uno::RuntimeException(); 309 310 maStatus = OUString(); 311 mbSuccess = false; 312 313 if ( mnEpsilonLevel < EPS_TIGHT || mnEpsilonLevel > EPS_BAGGY ) 314 { 315 maStatus = lcl_GetResourceString( RID_ERROR_EPSILONLEVEL ); 316 return; 317 } 318 319 xModel->lockControllers(); 320 321 // collect variables in vector (?) 322 323 std::vector<table::CellAddress> aVariableCells; 324 for (sal_Int32 nPos=0; nPos<maVariables.getLength(); nPos++) 325 aVariableCells.push_back( maVariables[nPos] ); 326 size_t nVariables = aVariableCells.size(); 327 size_t nVar = 0; 328 329 // collect all dependent cells 330 331 ScSolverCellHashMap aCellsHash; 332 aCellsHash[maObjective].reserve( nVariables + 1 ); // objective function 333 334 for (sal_Int32 nConstrPos = 0; nConstrPos < maConstraints.getLength(); ++nConstrPos) 335 { 336 table::CellAddress aCellAddr = maConstraints[nConstrPos].Left; 337 aCellsHash[aCellAddr].reserve( nVariables + 1 ); // constraints: left hand side 338 339 if ( maConstraints[nConstrPos].Right >>= aCellAddr ) 340 aCellsHash[aCellAddr].reserve( nVariables + 1 ); // constraints: right hand side 341 } 342 343 // set all variables to zero 344 //! store old values? 345 //! use old values as initial values? 346 std::vector<table::CellAddress>::const_iterator aVarIter; 347 for ( aVarIter = aVariableCells.begin(); aVarIter != aVariableCells.end(); ++aVarIter ) 348 { 349 lcl_SetValue( mxDoc, *aVarIter, 0.0 ); 350 } 351 352 // read initial values from all dependent cells 353 ScSolverCellHashMap::iterator aCellsIter; 354 for ( aCellsIter = aCellsHash.begin(); aCellsIter != aCellsHash.end(); ++aCellsIter ) 355 { 356 double fValue = lcl_GetValue( mxDoc, aCellsIter->first ); 357 aCellsIter->second.push_back( fValue ); // store as first element, as-is 358 } 359 360 // loop through variables 361 for ( aVarIter = aVariableCells.begin(); aVarIter != aVariableCells.end(); ++aVarIter ) 362 { 363 lcl_SetValue( mxDoc, *aVarIter, 1.0 ); // set to 1 to examine influence 364 365 // read value change from all dependent cells 366 for ( aCellsIter = aCellsHash.begin(); aCellsIter != aCellsHash.end(); ++aCellsIter ) 367 { 368 double fChanged = lcl_GetValue( mxDoc, aCellsIter->first ); 369 double fInitial = aCellsIter->second.front(); 370 aCellsIter->second.push_back( fChanged - fInitial ); 371 } 372 373 lcl_SetValue( mxDoc, *aVarIter, 2.0 ); // minimal test for linearity 374 375 for ( aCellsIter = aCellsHash.begin(); aCellsIter != aCellsHash.end(); ++aCellsIter ) 376 { 377 double fInitial = aCellsIter->second.front(); 378 double fCoeff = aCellsIter->second.back(); // last appended: coefficient for this variable 379 double fTwo = lcl_GetValue( mxDoc, aCellsIter->first ); 380 381 bool bLinear = rtl::math::approxEqual( fTwo, fInitial + 2.0 * fCoeff ) || 382 rtl::math::approxEqual( fInitial, fTwo - 2.0 * fCoeff ); 383 // second comparison is needed in case fTwo is zero 384 if ( !bLinear ) 385 maStatus = lcl_GetResourceString( RID_ERROR_NONLINEAR ); 386 } 387 388 lcl_SetValue( mxDoc, *aVarIter, 0.0 ); // set back to zero for examining next variable 389 } 390 391 xModel->unlockControllers(); 392 393 if ( maStatus.getLength() ) 394 return; 395 396 // 397 // build lp_solve model 398 // 399 400 lprec* lp = make_lp( 0, nVariables ); 401 if ( !lp ) 402 return; 403 404 set_outputfile( lp, const_cast<char*>( "" ) ); // no output 405 406 // set objective function 407 408 const std::vector<double>& rObjCoeff = aCellsHash[maObjective]; 409 REAL* pObjVal = new REAL[nVariables+1]; 410 pObjVal[0] = 0.0; // ignored 411 for (nVar=0; nVar<nVariables; nVar++) 412 pObjVal[nVar+1] = rObjCoeff[nVar+1]; 413 set_obj_fn( lp, pObjVal ); 414 delete[] pObjVal; 415 set_rh( lp, 0, rObjCoeff[0] ); // constant term of objective 416 417 // add rows 418 419 set_add_rowmode(lp, TRUE); 420 421 for (sal_Int32 nConstrPos = 0; nConstrPos < maConstraints.getLength(); ++nConstrPos) 422 { 423 // integer constraints are set later 424 sheet::SolverConstraintOperator eOp = maConstraints[nConstrPos].Operator; 425 if ( eOp == sheet::SolverConstraintOperator_LESS_EQUAL || 426 eOp == sheet::SolverConstraintOperator_GREATER_EQUAL || 427 eOp == sheet::SolverConstraintOperator_EQUAL ) 428 { 429 double fDirectValue = 0.0; 430 bool bRightCell = false; 431 table::CellAddress aRightAddr; 432 const uno::Any& rRightAny = maConstraints[nConstrPos].Right; 433 if ( rRightAny >>= aRightAddr ) 434 bRightCell = true; // cell specified as right-hand side 435 else 436 rRightAny >>= fDirectValue; // constant value 437 438 table::CellAddress aLeftAddr = maConstraints[nConstrPos].Left; 439 440 const std::vector<double>& rLeftCoeff = aCellsHash[aLeftAddr]; 441 REAL* pValues = new REAL[nVariables+1]; 442 pValues[0] = 0.0; // ignored? 443 for (nVar=0; nVar<nVariables; nVar++) 444 pValues[nVar+1] = rLeftCoeff[nVar+1]; 445 446 // if left hand cell has a constant term, put into rhs value 447 double fRightValue = -rLeftCoeff[0]; 448 449 if ( bRightCell ) 450 { 451 const std::vector<double>& rRightCoeff = aCellsHash[aRightAddr]; 452 // modify pValues with rhs coefficients 453 for (nVar=0; nVar<nVariables; nVar++) 454 pValues[nVar+1] -= rRightCoeff[nVar+1]; 455 456 fRightValue += rRightCoeff[0]; // constant term 457 } 458 else 459 fRightValue += fDirectValue; 460 461 int nConstrType = LE; 462 switch ( eOp ) 463 { 464 case sheet::SolverConstraintOperator_LESS_EQUAL: nConstrType = LE; break; 465 case sheet::SolverConstraintOperator_GREATER_EQUAL: nConstrType = GE; break; 466 case sheet::SolverConstraintOperator_EQUAL: nConstrType = EQ; break; 467 default: 468 OSL_ENSURE( false, "unexpected enum type" ); 469 } 470 add_constraint( lp, pValues, nConstrType, fRightValue ); 471 472 delete[] pValues; 473 } 474 } 475 476 set_add_rowmode(lp, FALSE); 477 478 // apply settings to all variables 479 480 for (nVar=0; nVar<nVariables; nVar++) 481 { 482 if ( !mbNonNegative ) 483 set_unbounded(lp, nVar+1); // allow negative (default is non-negative) 484 //! collect bounds from constraints? 485 if ( mbInteger ) 486 set_int(lp, nVar+1, TRUE); 487 } 488 489 // apply single-var integer constraints 490 491 for (sal_Int32 nConstrPos = 0; nConstrPos < maConstraints.getLength(); ++nConstrPos) 492 { 493 sheet::SolverConstraintOperator eOp = maConstraints[nConstrPos].Operator; 494 if ( eOp == sheet::SolverConstraintOperator_INTEGER || 495 eOp == sheet::SolverConstraintOperator_BINARY ) 496 { 497 table::CellAddress aLeftAddr = maConstraints[nConstrPos].Left; 498 // find variable index for cell 499 for (nVar=0; nVar<nVariables; nVar++) 500 if ( AddressEqual( aVariableCells[nVar], aLeftAddr ) ) 501 { 502 if ( eOp == sheet::SolverConstraintOperator_INTEGER ) 503 set_int(lp, nVar+1, TRUE); 504 else 505 set_binary(lp, nVar+1, TRUE); 506 } 507 } 508 } 509 510 if ( mbMaximize ) 511 set_maxim(lp); 512 else 513 set_minim(lp); 514 515 if ( !mbLimitBBDepth ) 516 set_bb_depthlimit( lp, 0 ); 517 518 set_epslevel( lp, mnEpsilonLevel ); 519 set_timeout( lp, mnTimeout ); 520 521 // solve model 522 523 int nResult = ::solve( lp ); 524 525 mbSuccess = ( nResult == OPTIMAL ); 526 if ( mbSuccess ) 527 { 528 // get solution 529 530 maSolution.realloc( nVariables ); 531 532 REAL* pResultVar = NULL; 533 get_ptr_variables( lp, &pResultVar ); 534 for (nVar=0; nVar<nVariables; nVar++) 535 maSolution[nVar] = pResultVar[nVar]; 536 537 mfResultValue = get_objective( lp ); 538 } 539 else if ( nResult == INFEASIBLE ) 540 maStatus = lcl_GetResourceString( RID_ERROR_INFEASIBLE ); 541 else if ( nResult == UNBOUNDED ) 542 maStatus = lcl_GetResourceString( RID_ERROR_UNBOUNDED ); 543 else if ( nResult == TIMEOUT || nResult == SUBOPTIMAL ) 544 maStatus = lcl_GetResourceString( RID_ERROR_TIMEOUT ); 545 // SUBOPTIMAL is assumed to be caused by a timeout, and reported as an error 546 547 delete_lp( lp ); 548 } 549 550 // ------------------------------------------------------------------------- 551 552 // XServiceInfo 553 554 uno::Sequence< OUString > SolverComponent_getSupportedServiceNames() 555 { 556 uno::Sequence< OUString > aServiceNames( 1 ); 557 aServiceNames[ 0 ] = OUString::createFromAscii( "com.sun.star.sheet.Solver" ); 558 return aServiceNames; 559 } 560 561 OUString SolverComponent_getImplementationName() 562 { 563 return OUString::createFromAscii( "com.sun.star.comp.Calc.Solver" ); 564 } 565 566 OUString SAL_CALL SolverComponent::getImplementationName() throw(uno::RuntimeException) 567 { 568 return SolverComponent_getImplementationName(); 569 } 570 571 sal_Bool SAL_CALL SolverComponent::supportsService( const OUString& rServiceName ) throw(uno::RuntimeException) 572 { 573 const uno::Sequence< OUString > aServices = SolverComponent_getSupportedServiceNames(); 574 const OUString* pArray = aServices.getConstArray(); 575 const OUString* pArrayEnd = pArray + aServices.getLength(); 576 return ::std::find( pArray, pArrayEnd, rServiceName ) != pArrayEnd; 577 } 578 579 uno::Sequence<OUString> SAL_CALL SolverComponent::getSupportedServiceNames() throw(uno::RuntimeException) 580 { 581 return SolverComponent_getSupportedServiceNames(); 582 } 583 584 uno::Reference<uno::XInterface> SolverComponent_createInstance( const uno::Reference<uno::XComponentContext>& rSMgr ) 585 throw(uno::Exception) 586 { 587 return (cppu::OWeakObject*) new SolverComponent( rSMgr ); 588 } 589 590 // ------------------------------------------------------------------------- 591 592 extern "C" 593 { 594 SAL_DLLPUBLIC_EXPORT void SAL_CALL component_getImplementationEnvironment( 595 const sal_Char ** ppEnvTypeName, uno_Environment ** ) 596 { 597 *ppEnvTypeName = CPPU_CURRENT_LANGUAGE_BINDING_NAME; 598 } 599 600 // ------------------------------------------------------------------------- 601 602 SAL_DLLPUBLIC_EXPORT void* SAL_CALL component_getFactory( const sal_Char * pImplName, void * pServiceManager, void * /*pRegistryKey*/ ) 603 { 604 OUString aImplName( OUString::createFromAscii( pImplName ) ); 605 void* pRet = 0; 606 607 if( pServiceManager ) 608 { 609 uno::Reference< lang::XSingleComponentFactory > xFactory; 610 if( aImplName.equals( SolverComponent_getImplementationName() ) ) 611 xFactory = cppu::createSingleComponentFactory( 612 SolverComponent_createInstance, 613 OUString::createFromAscii( pImplName ), 614 SolverComponent_getSupportedServiceNames() ); 615 616 if( xFactory.is() ) 617 { 618 xFactory->acquire(); 619 pRet = xFactory.get(); 620 } 621 } 622 return pRet; 623 } 624 } 625 626