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/*
* Copyright (c) 2009 Samit Basu
*
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 2 of the License, or
* (at your option) any later version.
*
* This program 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 General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program; if not, write to the Free Software
* Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
*
*/
#include "MatIO.hpp"
#include "Exception.hpp"
#include "Print.hpp"
#include "MemPtr.hpp"
#include "Array.hpp"
#include "Interpreter.hpp"
#include "Utils.hpp"
#include <time.h>
#include "SparseCCS.hpp"
#include "Struct.hpp"
#include <QtCore>
#include <zlib.h>
#include "Algorithms.hpp"
// Things to still look at:
// Logical/Global flags - done
// Compressed mode write - done
// Sparse matrices - done
// Matrix size calculation - done
// Load/Save interfacing - done
const int CHUNK = 32768;
extern void SwapBuffer(char* cp, int count, int elsize);
// A class to read/write Matlab MAT files. Implemented based on the Matlab 7.1
// version of the file matfile_format.pdf from the Mathworks web site.
uint32 ElementSize(DataClass cls) {
switch (cls) {
default: throw Exception("illegal type as argument to elementsize");
case Bool:
return sizeof(bool);
case UInt8:
return sizeof(uint8);
case Int8:
return sizeof(int8);
case UInt16:
return sizeof(uint16);
case Int16:
return sizeof(int16);
case UInt32:
return sizeof(uint32);
case Int32:
return sizeof(int32);
case UInt64:
return sizeof(uint64);
case Int64:
return sizeof(int64);
case Float:
return sizeof(float);
case Double:
return sizeof(double);
case StringArray:
return sizeof(short);
}
}
MatTypes ToMatType(DataClass x) {
switch (x) {
default: throw Exception("unhandled type as argument to tomattype");
case Int8:
return miINT8;
case UInt8:
return miUINT8;
case Int16:
return miINT16;
case UInt16:
return miUINT16;
case Int32:
return miINT32;
case UInt32:
return miUINT32;
case Float:
return miSINGLE;
case Double:
return miDOUBLE;
case Int64:
return miINT64;
case UInt64:
return miUINT64;
case StringArray:
return miUTF16;
}
}
DataClass GetArrayType(MatIO::mxArrayTypes x) {
switch (x) {
default: throw Exception("unhandled type as argument to getarraytype");
case mxINT8_CLASS: return Int8;
case mxUINT8_CLASS: return UInt8;
case mxINT16_CLASS: return Int16;
case mxUINT16_CLASS: return UInt16;
case mxINT32_CLASS: return Int32;
case mxUINT32_CLASS: return UInt32;
case mxINT64_CLASS: return Int64;
case mxUINT64_CLASS: return UInt64;
case mxSINGLE_CLASS: return Float;
case mxDOUBLE_CLASS: return Double;
case mxCHAR_CLASS: return StringArray;
}
}
MatIO::mxArrayTypes GetArrayType(DataClass x) {
switch(x) {
case CellArray: return MatIO::mxCELL_CLASS;
case Struct: return MatIO::mxSTRUCT_CLASS;
case Bool: return MatIO::mxINT32_CLASS;
case UInt8: return MatIO::mxUINT8_CLASS;
case Int8: return MatIO::mxINT8_CLASS;
case UInt16: return MatIO::mxUINT16_CLASS;
case Int16: return MatIO::mxINT16_CLASS;
case UInt32: return MatIO::mxUINT32_CLASS;
case Int32: return MatIO::mxINT32_CLASS;
case UInt64: return MatIO::mxUINT64_CLASS;
case Int64: return MatIO::mxINT64_CLASS;
case Float: return MatIO::mxSINGLE_CLASS;
case Double: return MatIO::mxDOUBLE_CLASS;
case StringArray: return MatIO::mxCHAR_CLASS;
default:
throw Exception("unhandled type in GetArrayType");
}
}
DataClass ToFreeMatClass(MatTypes x) {
switch (x) {
default: throw Exception("unhandled type as argument to tofreematclass");
case miINT8: return Int8;
case miUINT8: return UInt8;
case miINT16: return Int16;
case miUINT16: return UInt16;
case miINT32: return Int32;
case miUINT32: return UInt32;
case miSINGLE: return Float;
case miDOUBLE: return Double;
case miINT64: return Int64;
case miUINT64: return UInt64;
case miUTF8: return UInt8;
case miUTF16: return UInt16;
case miUTF32: return UInt32;
}
throw Exception("Should not be here...");
}
bool isNormalClass(MatIO::mxArrayTypes type) {
return (((type >= MatIO::mxDOUBLE_CLASS) && (type < MatIO::mxFUNCTION_CLASS))
|| (type == MatIO::mxCHAR_CLASS));
}
const uint8 bcomplexFlag = 8;
const uint8 bglobalFlag = 4;
const uint8 blogicalFlag = 2;
uint32 UpperWord(uint32 x) {
return x >> 16;
}
uint32 LowerWord(uint32 x) {
return x & 0xffff;
}
uint8 ByteOne(uint32 x) {
return (x & 0xff);
}
uint8 ByteTwo(uint32 x) {
return ((x & 0xff00) >> 8);
}
uint8 ByteThree(int32 x) {
return ((x & 0xff0000) >> 16);
}
uint8 ByteFour(uint32 x) {
return ((x & 0xff000000) >> 24);
}
void MatIO::putSparseArray(const Array &x) {
Array rows, cols, vals;
SparseToIJVMat(x,rows,cols,vals);
putDataElement(rows.toClass(Int32));
putDataElement(cols.toClass(Int32));
putDataElement(Real(vals));
if (!x.allReal())
putDataElement(Imag(vals));
}
Array MatIO::getSparseArray(NTuple dm, bool complexFlag) {
Array ir(getDataElement().toClass(Index));
Array jc(getDataElement().toClass(Index));
Array pr(getDataElement());
Array pi;
if (complexFlag) pi = getDataElement();
return MatIJVToSparse(ir,jc,pr,pi,complexFlag);
}
Array MatIO::getNumericArray(mxArrayTypes arrayType, NTuple dm, bool complexFlag) {
Array pr(getDataElement().toClass(GetArrayType(arrayType)));
Array pi;
if (complexFlag)
pr = MergeToComplex(pr,getDataElement().toClass(GetArrayType(arrayType)));
pr.reshape(dm);
return pr;
}
Array MatIO::getClassArray(NTuple dm) {
Array className(getDataElement());
Array structBase(getStructArray(dm));
StructArray& rp(structBase.structPtr());
rp.setClassPath(StringVector() << className.asString());
return structBase;
}
Array MatIO::getStructArray(NTuple dm) {
Array fieldNameLength(getDataElement());
int fieldNameLen = fieldNameLength.asInteger();;
Array fieldNames(getDataElement().asDenseArray().toClass(UInt16));
index_t fieldNamesLen = fieldNames.length();
index_t fieldNameCount = fieldNamesLen / fieldNameLen;
const BasicArray<uint16> &dp(fieldNames.constReal<uint16>());
StringVector names;
for (int i=0;i<fieldNameCount;i++) {
// Measure the length of this string
int namelen = 0;
for (int j=0;j<fieldNameLen;j++)
if (dp[i*fieldNameLen+j+1])
namelen++;
QString buffer(namelen,QChar(0));
for (int j=0;j<namelen;j++)
buffer[j] = QChar(dp[i*fieldNameLen+j+1]);
names.push_back(buffer);
}
QVector<BasicArray<Array> > data;
data.resize(fieldNameCount);
for (int j=0;j<fieldNameCount;j++) {
BasicArray<Array> dp(dm);
for (index_t i=1;i<=dm.count();i++) {
bool atEof; QString name; bool match; bool global;
dp[i] = getArray(atEof,name,match,global);
}
data[j] = dp;
}
StructArray ret_sp;
ret_sp.setFieldNamesAndData(names,data);
return Array(ret_sp);
}
Array MatIO::getCellArray(NTuple dm) {
BasicArray<Array> rp(dm);
for (index_t i=1;i<=dm.count();i++) {
bool ateof; QString name; bool match; bool global;
rp[i] = getArray(ateof,name,match,global);
}
return Array(rp);
}
Array MatIO::getDataElement() {
uint32 tag1 = getUint32();
uint32 DataType, ByteCount;
// Is the upper word of tag1 zero?
if (UpperWord(tag1) == 0) {
// Yes, then tag1 is the datatype
// and tag2 is the byte count
DataType = tag1;
ByteCount = getUint32();
} else {
// No, then the upper word of tag1 is the byte count
// and the lower word of tag1 is the data type
DataType = LowerWord(tag1);
ByteCount = UpperWord(tag1);
}
DataClass fmClass(ToFreeMatClass((MatTypes)DataType));
uint32 byteSize(ElementSize(fmClass));
index_t len(ByteCount/byteSize);
Array ret(fmClass,NTuple(len,1));
ReadData(ret.getVoidPointer(),ByteCount);
Align64Bit();
if (m_endianSwap)
SwapBuffer((char*)ret.getVoidPointer(),int(len),byteSize);
return ret;
}
void MatIO::putDataElement(const Array &x) {
DataClass fmClass(x.dataClass());
MatTypes DataType(ToMatType(fmClass));
uint32 ByteCount(uint32(x.length()*ElementSize(fmClass)));
putUint32((uint32)DataType);
putUint32(ByteCount);
if (x.isString()) {
const BasicArray<QChar> &xdat(x.constReal<QChar>());
for (index_t i=1;i<=xdat.length();i++) {
unsigned short code = xdat.get(i).unicode();
WriteData(&code,2);
}
} else if (x.isScalar()) {
Array xt(x.asDenseArray());
WriteData(xt.getConstVoidPointer(),ByteCount);
} else
WriteData(x.getConstVoidPointer(),ByteCount);
Align64Bit();
}
void MatIO::InitializeCompressor() {
// Allocate an array to hold the compressed bytes
m_compression_buffer = (uint8*) calloc(1,CHUNK);
// Set up the zstream...
zstream = (z_streamp) calloc(1,sizeof(z_stream));
zstream->zalloc = NULL;
zstream->zfree = NULL;
zstream->opaque = NULL;
zstream->next_in = NULL;
zstream->next_out = m_compression_buffer;
zstream->avail_in = 0;
zstream->avail_out = CHUNK;
int retval;
retval = deflateInit(zstream,9);
if (retval) throw Exception("defaultinit didn't work");
m_compressed_data = true;
}
void MatIO::WriteCompressedBytes(const void *dest, uint32 towrite) {
zstream->next_in = (Bytef*) dest;
zstream->avail_in = towrite;
do {
int ret = deflate(zstream,Z_NO_FLUSH);
if (ret == Z_STREAM_ERROR)
throw Exception("Compression engine failed on write!");
if (zstream->avail_out == 0) {
WriteFileBytes(m_compression_buffer,CHUNK);
zstream->avail_out = CHUNK;
zstream->next_out = m_compression_buffer;
}
} while (zstream->avail_in);
}
void MatIO::CloseCompressor() {
int ret;
do {
ret = deflate(zstream,Z_FINISH);
if (zstream->avail_out == 0) {
WriteFileBytes(m_compression_buffer,CHUNK);
zstream->avail_out = CHUNK;
zstream->next_out = m_compression_buffer;
}
} while (ret != Z_STREAM_END);
WriteFileBytes(m_compression_buffer,CHUNK-zstream->avail_out);
deflateEnd(zstream);
free(zstream);
m_compressed_data = false;
free(m_compression_buffer);
}
void MatIO::InitializeDecompressor(uint32 bcount) {
// Allocate an array to hold the compressed bytes
m_compression_buffer = (uint8*) calloc(1,bcount);
ReadFileBytes(m_compression_buffer,bcount);
// Set up the zstream...
zstream = (z_streamp) calloc(1,sizeof(z_stream));
zstream->zalloc = NULL;
zstream->zfree = NULL;
zstream->opaque = NULL;
zstream->next_in = m_compression_buffer;
zstream->next_out = NULL;
zstream->avail_in = bcount;
zstream->avail_out = 0;
int retval;
retval = inflateInit(zstream);
if (retval) throw Exception("inflateInit didn't work");
m_compressed_data = true;
}
void MatIO::ReadCompressedBytes(void *dest, uint32 toread) {
zstream->next_out = (Bytef*) dest;
zstream->avail_out = toread;
while (zstream->avail_out) {
int ret = inflate(zstream,Z_SYNC_FLUSH);
if (ret < 0)
throw Exception(QString("inflate failed with code: ") + ret);
}
}
void MatIO::CloseDecompressor() {
inflateEnd(zstream);
free(zstream);
m_compressed_data = false;
free(m_compression_buffer);
}
void MatIO::ReadFileBytes(void *dest, uint32 toread) {
if (m_fp->read((char*)dest,toread) != toread)
throw Exception("Unable to read from MAT file");
}
void MatIO::WriteFileBytes(const void *dest, uint32 towrite) {
if (m_fp->write((const char*)dest,towrite) != towrite)
throw Exception("unable to write to MAT file");
}
void MatIO::WriteData(const void *dest, uint32 towrite) {
m_writecount += towrite;
if (m_phantomWriteMode) return;
if (!m_compressed_data)
WriteFileBytes(dest,towrite);
else
WriteCompressedBytes(dest,towrite);
}
void MatIO::ReadData(void *dest, uint32 toread) {
if (!m_compressed_data)
ReadFileBytes(dest,toread);
else
ReadCompressedBytes(dest,toread);
}
uint16 MatIO::getUint16() {
uint16 x;
ReadData(&x,sizeof(uint16));
if (m_endianSwap)
SwapBuffer((char*)&x,1,sizeof(uint16));
return x;
}
uint32 MatIO::getUint32() {
uint32 x;
ReadData(&x,sizeof(uint32));
if (m_endianSwap)
SwapBuffer((char*)&x,1,sizeof(uint32));
return x;
}
void MatIO::putUint16(uint16 x) {
WriteData(&x,sizeof(uint16));
}
void MatIO::putUint32(uint32 x) {
WriteData(&x,sizeof(uint32));
}
void MatIO::Align64Bit() {
if (m_mode == readMode) {
uint32 adjustBytes;
if (!m_compressed_data) {
adjustBytes = ((8-(m_fp->pos()&0x7)) % 8);
m_fp->seek(m_fp->pos()+adjustBytes);
} else {
uint8 dummy[8];
adjustBytes = ((8-(zstream->total_out)) & 0x7);
ReadCompressedBytes(dummy,adjustBytes);
}
} else {
char buffer[8];
uint32 adjustBytes;
adjustBytes = ((8-(m_writecount&0x7)) % 8);
WriteData(buffer,adjustBytes);
}
}
void MatIO::putStructArray(const Array &x) {
// Calculate the maximum field name length
// FIXME - should we truncate to 32 byte fieldnames?
StringVector fnames(x.constStructPtr().fieldNames());
int fieldNameCount = fnames.size();
int maxlen = 0;
for (int i=0;i<fieldNameCount;i++)
maxlen = max(maxlen,(int)fnames.at(i).size());
maxlen++;
// Write it as an int32
Array fieldNameLength = Array(int32(maxlen));
putDataElement(fieldNameLength);
Array fieldNameText(Transpose(StringArrayFromStringVector(fnames,QChar(0))));
fieldNameText.resize(NTuple(fieldNameText.rows()+1,fieldNameText.cols()));
putDataElement(fieldNameText.toClass(Int8));
for (int i=0;i<fieldNameCount;i++) {
const BasicArray<Array> &rp(x.constStructPtr()[i]);
for (index_t j=1;j<=rp.length();j++)
putArray(rp[j]);
}
}
void MatIO::putClassArray(const Array &x) {
QString className = x.constStructPtr().className();
Array classNameArray(className);
putDataElement(classNameArray.toClass(Int8));
putStructArray(x);
}
// Convert from CRS-->IJV
// Replace the col_ptr array by a new one
// [1,4,8,10,13,17,20] -->
// [1 1 1, 2 2 2 2, 3 3, 4, 4, 4, 5...]
void MatIO::putCellArray(const Array &x) {
const BasicArray<Array> &rp(x.constReal<Array>());
for (index_t i=1;i<=rp.length();i++)
putArray(rp[i]);
}
void MatIO::putArrayCompressed(const Array &x, QString name) {
int64 spos, fpos;
// Set the write count to zero
m_writecount = 0;
m_phantomWriteMode = false;
// Write out a compression flag
putUint32(miCOMPRESSED);
// Get the current file position
spos = m_fp->pos();
// Put out a dummy 0 place holder
putUint32(0);
InitializeCompressor();
putArray(x,name);
CloseCompressor();
// Get our current position
fpos = m_fp->pos();
// Seek to the place holder and overwrite with a byte count
m_fp->seek(spos);
putUint32(fpos-spos-sizeof(int32));
// Return to the end of the stream
m_fp->seek(fpos);
}
//Write a matrix to the stream
void MatIO::putArray(const Array &x, QString name, bool isGlobal) {
Array aFlags(UInt32,NTuple(1,2));
BasicArray<uint32> &dp(aFlags.real<uint32>());
bool isComplex = x.isComplex();
bool isLogical = (x.dataClass() == Bool);
mxArrayTypes arrayType = GetArrayType(x.dataClass());
if (x.isSparse()) arrayType = mxSPARSE_CLASS;
dp[1] = arrayType;
if (isGlobal) dp[1] = dp[1] | (bglobalFlag << 8);
if (isLogical) dp[1] = dp[1] | (blogicalFlag << 8);
if (isComplex) dp[1] = dp[1] | (bcomplexFlag << 8);
putUint32(miMATRIX);
uint32 bcount = m_writecount;
if (!m_phantomWriteMode) {
m_phantomWriteMode = true;
putUint32(0);
putArraySpecific(x,aFlags,name,arrayType);
m_phantomWriteMode = false;
putUint32(m_writecount-bcount-4);
m_writecount = bcount+4;
putArraySpecific(x,aFlags,name,arrayType);
} else {
putUint32(0);
putArraySpecific(x,aFlags,name,arrayType);
}
}
void MatIO::putArraySpecific(const Array &x, Array aFlags,
QString name, mxArrayTypes arrayType) {
putDataElement(aFlags);
putDataElement(ConvertNTupleToArray(x.dimensions()).toClass(Int32));
putDataElement(Array(name).toClass(Int8));
if (x.dataClass() == Bool)
putNumericArray(x.toClass(Int32));
else if (isNormalClass(arrayType))
putNumericArray(x);
else if (arrayType == mxCELL_CLASS)
putCellArray(x);
else if (arrayType == mxSTRUCT_CLASS)
putStructArray(x);
else if (arrayType == mxOBJECT_CLASS)
putClassArray(x);
else if (arrayType == mxSPARSE_CLASS)
putSparseArray(x);
else throw Exception(QString("Unable to do this one :") + arrayType);
}
void MatIO::putNumericArray(const Array &x) {
if (!x.isComplex())
putDataElement(x);
else {
putDataElement(Real(x));
putDataElement(Imag(x));
}
}
Array MatIO::getArray(bool &atEof, QString &name, bool &match, bool &isGlobal) {
if (!m_compressed_data && m_fp->atEnd()) {
atEof = true;
return Array();
}
uint32 tag1 = getUint32();
atEof = false;
uint32 DataType, ByteCount;
// Is the upper word of tag1 zero?
if (UpperWord(tag1) == 0) {
// Yes, then tag1 is the datatype
// and tag2 is the byte count
DataType = tag1;
ByteCount = getUint32();
} else {
// No, then the upper word of tag1 is the byte count
// and the lower word of tag1 is the data type
DataType = LowerWord(tag1);
ByteCount = UpperWord(tag1);
}
// Is it a compression flag?
if (DataType == miCOMPRESSED) {
InitializeDecompressor(ByteCount);
Array ret(getArray(atEof,name,match,isGlobal));
CloseDecompressor();
return ret;
}
if (DataType != miMATRIX)
throw Exception("Unexpected data tag when looking for an array");
if (ByteCount == 0)
return Array();
Array aFlags(getDataElement());
if ((aFlags.dataClass() != UInt32) || (aFlags.length() != 2))
throw Exception("Corrupted MAT file - array flags");
aFlags = aFlags.asDenseArray();
const BasicArray<uint32> &dp(aFlags.constReal<uint32>());
mxArrayTypes arrayType = (mxArrayTypes) (ByteOne(dp[1]));
uint8 arrayFlags = ByteTwo(dp[1]);
bool isComplex = (arrayFlags & bcomplexFlag) != 0;
isGlobal = (arrayFlags & bglobalFlag) != 0;
bool isLogical = (arrayFlags & blogicalFlag) != 0;
Array dims(getDataElement());
if (dims.dataClass() != Int32)
throw Exception("Corrupted MAT file - dimensions array");
NTuple dm(ConvertArrayToNTuple(dims));
Array namedata(getDataElement());
Array namearray(namedata.toClass(StringArray));
QString tname = namearray.asString();
match = true;
name = tname;
Array toret;
if (isNormalClass(arrayType))
toret = getNumericArray(arrayType,dm,isComplex);
else if (arrayType == mxCELL_CLASS)
toret = getCellArray(dm);
else if (arrayType == mxSTRUCT_CLASS)
toret = getStructArray(dm);
else if (arrayType == mxOBJECT_CLASS)
toret = getClassArray(dm);
else if (arrayType == mxSPARSE_CLASS)
toret = getSparseArray(dm,isComplex);
else if (arrayType == mxFUNCTION_CLASS)
toret = getClassArray(dm);
else
throw Exception(QString("Unable to do this one :") + arrayType);
if (isLogical)
toret = toret.toClass(Bool);
return toret;
}
MatIO::MatIO(QString filename, openMode mode) :
m_filename(filename), m_mode(mode), m_compressed_data(false) {
m_fp = new QFile(filename);
if (m_mode == writeMode) {
if (!m_fp->open(QIODevice::WriteOnly))
throw Exception("Unable to open file " + filename + " for writing");
} else {
if (!m_fp->open(QIODevice::ReadOnly))
throw Exception("Unable to open file " + filename + " for reading");
}
m_endianSwap = false;
m_phantomWriteMode = false;
m_writecount = 0;
}
QString MatIO::getHeader() {
// Read the header...
char hdrtxt[124];
if (m_fp->read(hdrtxt,124) != 124) throw Exception("Unable to read header - MAT file is corrupted or truncated");
uint16 val = getUint16();
if ((val != 0x100) && (val != 0x1)) throw Exception("Not a valid MAT file");
uint16 byteOrder = getUint16();
if (byteOrder == ('M' << 8 | 'I'))
m_endianSwap = false;
else if (byteOrder == ('I' << 8 | 'M'))
m_endianSwap = true;
else
throw Exception("Unable to determine the byte order of the MAT file");
return QString(hdrtxt);
}
void MatIO::putHeader(QString hdr) {
const char *hd = qPrintable(hdr);
char hdrtxt[124];
memset(hdrtxt,0,124);
memcpy(hdrtxt,hd,qMin(123,hdr.size()));
if (m_fp->write(hdrtxt,124) != 124) throw Exception("Unable to write header - MAT file is corrupted");
putUint16(0x100);
putUint16('M' << 8 | 'I');
m_writecount = 0;
}
MatIO::~MatIO() {
delete m_fp;
}
ArrayVector MatLoadFunction(int nargout, QString filename,
StringVector varnames, bool regexpmode, Interpreter *eval) {
StringVector fieldnames;
ArrayVector fieldvalues;
MatIO m(filename,MatIO::readMode);
m.getHeader();
bool ateof = false;
ParentScopeLocker lock(eval->getContext());
while(!ateof) {
QString name;
bool globalFlag = false;
bool match = false;
Array a(m.getArray(ateof,name,match,globalFlag));
if (!ateof) {
if ((varnames.size() == 0) || (contains(varnames,name,regexpmode))) {
if (nargout == 0) {
if (globalFlag)
eval->getContext()->addGlobalVariable(name);
eval->getContext()->insertVariable(name,a);
} else {
fieldnames << name;
fieldvalues << a;
}
}
}
}
if (nargout == 0)
return ArrayVector();
else
return ArrayVector(StructConstructor(fieldnames,fieldvalues));
}
ArrayVector MatSaveFunction(QString filename, StringVector names, Interpreter *eval) {
MatIO m(filename,MatIO::writeMode);
Context *cntxt = eval->getContext();
char header[116];
time_t t = time(NULL);
snprintf(header, 116, "MATLAB 5.0 MAT-file, Created on: %s by %s",
ctime(&t), qPrintable(Interpreter::getVersionString()));
m.putHeader(header);
for (int i=0;i<names.size();i++) {
ArrayReference toWrite = cntxt->lookupVariable(names[i]);
if (toWrite.valid())
m.putArray(*toWrite,names[i],cntxt->isVariableGlobal(names[i]));
else
eval->warningMessage(QString("variable ") + names[i] + " does not exist to save");
}
return ArrayVector();
}
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