- Timestamp:
- 12/27/04 20:31:36 (20 years ago)
- Location:
- trunk/src
- Files:
-
- 4 edited
Legend:
- Unmodified
- Added
- Removed
-
trunk/src/SDMath.cc
r163 r165 448 448 } 449 449 450 451 CountedPtr<SDMemTable> 452 SDMath::averagePol(const CountedPtr<SDMemTable>& in, 453 const Vector<Bool>& mask) 454 // 455 // Average all polarizations together, weighted by variance 456 // 457 { 458 // WeightType wtType = NONE; 459 // convertWeightString (wtType, weight); 460 461 const uInt nRows = in->nRow(); 462 const uInt polAxis = 2; // Polarization axis 463 const uInt chanAxis = 3; // Spectrum axis 464 465 // Create output Table and reshape number of polarizations 466 467 Bool clear=True; 468 SDMemTable* pTabOut = new SDMemTable(*in, clear); 469 SDHeader header = pTabOut->getSDHeader(); 470 header.npol = 1; 471 pTabOut->putSDHeader(header); 472 473 // Shape of input and output data 474 475 const IPosition shapeIn = in->rowAsMaskedArray(0).shape(); 476 IPosition shapeOut(shapeIn); 477 shapeOut(polAxis) = 1; // Average all polarizations 478 // 479 const uInt nChan = shapeIn(chanAxis); 480 const IPosition vecShapeOut(4,1,1,1,nChan); // A multi-dim form of a Vector shape 481 IPosition start(4), end(4); 482 483 // Output arrays 484 485 Array<Float> outData(shapeOut, 0.0); 486 Array<Bool> outMask(shapeOut, True); 487 const IPosition axes(2, 2, 3); // pol-channel plane 488 // 489 const Bool useMask = (mask.nelements() == shapeIn(chanAxis)); 490 491 // Loop over rows 492 493 for (uInt iRow=0; iRow<nRows; iRow++) { 494 495 // Get data for this row 496 497 MaskedArray<Float> marr(in->rowAsMaskedArray(iRow)); 498 Array<Float>& arr = marr.getRWArray(); 499 const Array<Bool>& barr = marr.getMask(); 500 501 // Make iterators to iterate by pol-channel planes 502 503 ReadOnlyArrayIterator<Float> itDataPlane(arr, axes); 504 ReadOnlyArrayIterator<Bool> itMaskPlane(barr, axes); 505 506 // Accumulations 507 508 Float fac = 1.0; 509 Vector<Float> vecSum(nChan,0.0); 510 511 // Iterate through data by pol-channel planes 512 513 while (!itDataPlane.pastEnd()) { 514 515 // Iterate through plane by polarization and accumulate Vectors 516 517 Vector<Float> t1(nChan); t1 = 0.0; 518 Vector<Bool> t2(nChan); t2 = True; 519 MaskedArray<Float> vecSum(t1,t2); 520 Float varSum = 0.0; 521 { 522 ReadOnlyVectorIterator<Float> itDataVec(itDataPlane.array(), 1); 523 ReadOnlyVectorIterator<Bool> itMaskVec(itMaskPlane.array(), 1); 524 while (!itDataVec.pastEnd()) { 525 526 // Create MA of data & mask (optionally including OTF mask) and get variance 527 528 if (useMask) { 529 const MaskedArray<Float> spec(itDataVec.vector(),mask&&itMaskVec.vector()); 530 fac = 1.0 / variance(spec); 531 } else { 532 const MaskedArray<Float> spec(itDataVec.vector(),itMaskVec.vector()); 533 fac = 1.0 / variance(spec); 534 } 535 536 // Normalize spectrum (without OTF mask) and accumulate 537 538 const MaskedArray<Float> spec(fac*itDataVec.vector(), itMaskVec.vector()); 539 vecSum += spec; 540 varSum += fac; 541 542 // Next 543 544 itDataVec.next(); 545 itMaskVec.next(); 546 } 547 } 548 549 // Normalize summed spectrum 550 551 vecSum /= varSum; 552 553 // FInd position in input data array. We are iterating by pol-channel 554 // plane so all that will change is beam and IF and that's what we want. 555 556 IPosition pos = itDataPlane.pos(); 557 558 // Write out data. This is a bit messy. We have to reform the Vector 559 // accumulator into an Array of shape (1,1,1,nChan) 560 561 start = pos; 562 end = pos; 563 end(chanAxis) = nChan-1; 564 outData(start,end) = vecSum.getArray().reform(vecShapeOut); 565 outMask(start,end) = vecSum.getMask().reform(vecShapeOut); 566 567 // Step to next beam/IF combination 568 569 itDataPlane.next(); 570 itMaskPlane.next(); 571 } 572 573 // Generate output container and write it to output table 574 575 SDContainer sc = in->getSDContainer(); 576 sc.resize(shapeOut); 577 // 578 putDataInSDC (sc, outData, outMask); 579 pTabOut->putSDContainer(sc); 580 } 581 // 582 return CountedPtr<SDMemTable>(pTabOut); 583 } 584 450 void SDMath::averagePolInSitu (SDMemTable* pIn, const Vector<Bool>& mask) 451 { 452 SDMemTable* pOut = localAveragePol (*pIn, mask); 453 *pIn = *pOut; 454 delete pOut; 455 } 456 457 458 CountedPtr<SDMemTable> SDMath::averagePol (const CountedPtr<SDMemTable>& in, 459 const Vector<Bool>& mask) 460 { 461 return CountedPtr<SDMemTable>(localAveragePol(*in, mask)); 462 } 585 463 586 464 CountedPtr<SDMemTable> SDMath::bin(const CountedPtr<SDMemTable>& in, … … 949 827 sc.putFlags(outflags); 950 828 } 829 830 831 SDMemTable* SDMath::localAveragePol(const SDMemTable& in, const Vector<Bool>& mask) 832 // 833 // Average all polarizations together, weighted by variance 834 // 835 { 836 // WeightType wtType = NONE; 837 // convertWeightString (wtType, weight); 838 839 const uInt nRows = in.nRow(); 840 const uInt polAxis = 2; // Polarization axis 841 const uInt chanAxis = 3; // Spectrum axis 842 843 // Create output Table and reshape number of polarizations 844 845 Bool clear=True; 846 SDMemTable* pTabOut = new SDMemTable(in, clear); 847 SDHeader header = pTabOut->getSDHeader(); 848 header.npol = 1; 849 pTabOut->putSDHeader(header); 850 851 // Shape of input and output data 852 853 const IPosition& shapeIn = in.rowAsMaskedArray(0u, False).shape(); 854 IPosition shapeOut(shapeIn); 855 shapeOut(polAxis) = 1; // Average all polarizations 856 // 857 const uInt nChan = shapeIn(chanAxis); 858 const IPosition vecShapeOut(4,1,1,1,nChan); // A multi-dim form of a Vector shape 859 IPosition start(4), end(4); 860 861 // Output arrays 862 863 Array<Float> outData(shapeOut, 0.0); 864 Array<Bool> outMask(shapeOut, True); 865 const IPosition axes(2, 2, 3); // pol-channel plane 866 // 867 const Bool useMask = (mask.nelements() == shapeIn(chanAxis)); 868 cerr << "nEl=" << mask.nelements() << endl; 869 cerr << "useMask=" << useMask << endl; 870 871 // Loop over rows 872 873 for (uInt iRow=0; iRow<nRows; iRow++) { 874 875 // Get data for this row 876 877 MaskedArray<Float> marr(in.rowAsMaskedArray(iRow)); 878 Array<Float>& arr = marr.getRWArray(); 879 const Array<Bool>& barr = marr.getMask(); 880 881 // Make iterators to iterate by pol-channel planes 882 883 ReadOnlyArrayIterator<Float> itDataPlane(arr, axes); 884 ReadOnlyArrayIterator<Bool> itMaskPlane(barr, axes); 885 886 // Accumulations 887 888 Float fac = 1.0; 889 Vector<Float> vecSum(nChan,0.0); 890 891 // Iterate through data by pol-channel planes 892 893 while (!itDataPlane.pastEnd()) { 894 895 // Iterate through plane by polarization and accumulate Vectors 896 897 Vector<Float> t1(nChan); t1 = 0.0; 898 Vector<Bool> t2(nChan); t2 = True; 899 MaskedArray<Float> vecSum(t1,t2); 900 Float varSum = 0.0; 901 { 902 ReadOnlyVectorIterator<Float> itDataVec(itDataPlane.array(), 1); 903 ReadOnlyVectorIterator<Bool> itMaskVec(itMaskPlane.array(), 1); 904 while (!itDataVec.pastEnd()) { 905 906 // Create MA of data & mask (optionally including OTF mask) and get variance 907 908 if (useMask) { 909 const MaskedArray<Float> spec(itDataVec.vector(),mask&&itMaskVec.vector()); 910 fac = 1.0 / variance(spec); 911 } else { 912 const MaskedArray<Float> spec(itDataVec.vector(),itMaskVec.vector()); 913 fac = 1.0 / variance(spec); 914 } 915 916 // Normalize spectrum (without OTF mask) and accumulate 917 918 const MaskedArray<Float> spec(fac*itDataVec.vector(), itMaskVec.vector()); 919 vecSum += spec; 920 varSum += fac; 921 922 // Next 923 924 itDataVec.next(); 925 itMaskVec.next(); 926 } 927 } 928 929 // Normalize summed spectrum 930 931 vecSum /= varSum; 932 933 // FInd position in input data array. We are iterating by pol-channel 934 // plane so all that will change is beam and IF and that's what we want. 935 936 IPosition pos = itDataPlane.pos(); 937 938 // Write out data. This is a bit messy. We have to reform the Vector 939 // accumulator into an Array of shape (1,1,1,nChan) 940 941 start = pos; 942 end = pos; 943 end(chanAxis) = nChan-1; 944 outData(start,end) = vecSum.getArray().reform(vecShapeOut); 945 outMask(start,end) = vecSum.getMask().reform(vecShapeOut); 946 947 // Step to next beam/IF combination 948 949 itDataPlane.next(); 950 itMaskPlane.next(); 951 } 952 953 // Generate output container and write it to output table 954 955 SDContainer sc = in.getSDContainer(); 956 sc.resize(shapeOut); 957 // 958 putDataInSDC (sc, outData, outMask); 959 pTabOut->putSDContainer(sc); 960 } 961 // 962 return pTabOut; 963 } -
trunk/src/SDMath.h
r162 r165 67 67 68 68 casa::CountedPtr<SDMemTable> bin(const casa::CountedPtr<SDMemTable>& in, 69 69 casa::Int width); 70 70 71 71 // Average in time 72 72 73 casa::CountedPtr<SDMemTable> 74 average (const casa::Block<casa::CountedPtr<SDMemTable> >& in, 75 const casa::Vector<casa::Bool>& mask, 76 bool scanAverage, const std::string& weightStr); 73 casa::CountedPtr<SDMemTable> average (const casa::Block<casa::CountedPtr<SDMemTable> >& in, 74 const casa::Vector<casa::Bool>& mask, 75 bool scanAverage, const std::string& weightStr); 77 76 78 77 // Average polarizations 79 78 80 casa::CountedPtr<SDMemTable> 81 averagePol(const casa::CountedPtr<SDMemTable>& in, const casa::Vector<casa::Bool>& mask); 79 void averagePolInSitu (SDMemTable* in, const casa::Vector<casa::Bool>& mask); 80 casa::CountedPtr<SDMemTable> averagePol(const casa::CountedPtr<SDMemTable>& in, 81 const casa::Vector<casa::Bool>& mask); 82 82 83 83 // Statistics … … 135 135 136 136 void convertWeightString (WeightType& wt, const std::string& weightStr); 137 138 // Function for simple mathematical operations. what=0 (mul) or 1 (add) 139 140 SDMemTable* localOperate (const SDMemTable& in, casa::Float offset, 141 casa::Bool doAll, casa::uInt what); 142 143 // Function to average polarizations 144 145 SDMemTable* localAveragePol(const SDMemTable& in, const casa::Vector<casa::Bool>& mask); 137 146 }; 138 147 … … 140 149 141 150 #endif 142 143 144 145 146 -
trunk/src/SDMathWrapper.h
r151 r165 98 98 // Average polarizations 99 99 100 SDMemTableWrapper averagePol(const SDMemTableWrapper& in, 101 const std::vector<bool>& mask) { 102 return SDMath::averagePol(in.getCP(), mask); 100 void averagePolInSitu (SDMemTableWrapper& in, const std::vector<bool>& mask) 101 { 102 SDMemTable* sdmt = in.getPtr(); 103 SDMath::averagePolInSitu(in.getPtr(), mask); 104 } 105 SDMemTableWrapper averagePol (const SDMemTableWrapper& in, const std::vector<bool>& mask) 106 { 107 return SDMemTableWrapper(SDMath::averagePol(in.getCP(), mask)); 103 108 } 104 109 -
trunk/src/python_SDMath.cc
r153 r165 69 69 def("average", &SDMathWrapper::average); 70 70 def("averagepol", &SDMathWrapper::averagePol); 71 def("averagepol_insitu", &SDMathWrapper::averagePolInSitu); 71 72 def("bin", &SDMathWrapper::bin); 72 73 def("stats", &SDMathWrapper::statistic);
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