void CQTOpenGLLuaSyntaxHighlighter::highlightBlock(const QString& str_text) {
/*
* Apply normal rules
*/
foreach (const SHighlightingRule& sRule, m_vecHighlightingRules) {
QRegExp cExpression(sRule.Pattern);
int i = cExpression.indexIn(str_text);
while(i >= 0) {
int nLength = cExpression.matchedLength();
setFormat(i, nLength, sRule.Format);
i = cExpression.indexIn(str_text, i + nLength);
}
}
QgsRasterCalculator::Result QgsRasterCalculator::processCalculationGPU( std::unique_ptr< QgsRasterCalcNode > calcNode, QgsFeedback *feedback )
{
QString cExpression( calcNode->toString( true ) );
QList<const QgsRasterCalcNode *> nodeList( calcNode->findNodes( QgsRasterCalcNode::Type::tRasterRef ) );
QSet<QString> capturedTexts;
for ( const auto &r : qgis::as_const( nodeList ) )
{
QString s( r->toString().remove( 0, 1 ) );
s.chop( 1 );
capturedTexts.insert( s );
}
// Extract all references
struct LayerRef
{
QString name;
int band;
QgsRasterLayer *layer = nullptr;
QString varName;
QString typeName;
size_t index;
size_t bufferSize;
size_t dataSize;
};
// Collects all layers, band, name, varName and size information
std::vector<LayerRef> inputRefs;
size_t refCounter = 0;
for ( const auto &r : capturedTexts )
{
if ( r.startsWith( '"' ) )
continue;
QStringList parts( r.split( '@' ) );
if ( parts.count() != 2 )
continue;
bool ok = false;
LayerRef entry;
entry.name = r;
entry.band = parts[1].toInt( &ok );
for ( const auto &ref : mRasterEntries )
{
if ( ref.ref == entry.name )
entry.layer = ref.raster;
}
if ( !( entry.layer && entry.layer->dataProvider() && ok ) )
continue;
entry.dataSize = entry.layer->dataProvider()->dataTypeSize( entry.band );
switch ( entry.layer->dataProvider()->dataType( entry.band ) )
{
case Qgis::DataType::Byte:
entry.typeName = QStringLiteral( "unsigned char" );
break;
case Qgis::DataType::UInt16:
entry.typeName = QStringLiteral( "unsigned int" );
break;
case Qgis::DataType::Int16:
entry.typeName = QStringLiteral( "short" );
break;
case Qgis::DataType::UInt32:
entry.typeName = QStringLiteral( "unsigned int" );
break;
case Qgis::DataType::Int32:
entry.typeName = QStringLiteral( "int" );
break;
case Qgis::DataType::Float32:
entry.typeName = QStringLiteral( "float" );
break;
// FIXME: not sure all OpenCL implementations support double
// maybe safer to fall back to the CPU implementation
// after a compatibility check
case Qgis::DataType::Float64:
entry.typeName = QStringLiteral( "double" );
break;
default:
return BandError;
}
entry.bufferSize = entry.dataSize * mNumOutputColumns;
entry.index = refCounter;
entry.varName = QStringLiteral( "input_raster_%1_band_%2" )
.arg( refCounter++ )
.arg( entry.band );
inputRefs.push_back( entry );
}
// Prepare context and queue
cl::Context ctx( QgsOpenClUtils::context() );
cl::CommandQueue queue( QgsOpenClUtils::commandQueue() );
// Create the C expression
std::vector<cl::Buffer> inputBuffers;
inputBuffers.reserve( inputRefs.size() );
QStringList inputArgs;
for ( const auto &ref : inputRefs )
{
cExpression.replace( QStringLiteral( "\"%1\"" ).arg( ref.name ), QStringLiteral( "%1[i]" ).arg( ref.varName ) );
inputArgs.append( QStringLiteral( "__global %1 *%2" )
.arg( ref.typeName )
.arg( ref.varName ) );
inputBuffers.push_back( cl::Buffer( ctx, CL_MEM_READ_ONLY, ref.bufferSize, nullptr, nullptr ) );
}
//qDebug() << cExpression;
// Create the program
QString programTemplate( R"CL(
// Inputs:
##INPUT_DESC##
// Expression: ##EXPRESSION_ORIGINAL##
__kernel void rasterCalculator( ##INPUT##
__global float *resultLine
)
{
// Get the index of the current element
const int i = get_global_id(0);
// Expression
resultLine[i] = ##EXPRESSION##;
}
)CL" );
QStringList inputDesc;
for ( const auto &ref : inputRefs )
{
inputDesc.append( QStringLiteral( " // %1 = %2" ).arg( ref.varName ).arg( ref.name ) );
}
programTemplate = programTemplate.replace( QStringLiteral( "##INPUT_DESC##" ), inputDesc.join( '\n' ) );
programTemplate = programTemplate.replace( QStringLiteral( "##INPUT##" ), inputArgs.length() ? ( inputArgs.join( ',' ).append( ',' ) ) : QChar( ' ' ) );
programTemplate = programTemplate.replace( QStringLiteral( "##EXPRESSION##" ), cExpression );
programTemplate = programTemplate.replace( QStringLiteral( "##EXPRESSION_ORIGINAL##" ), calcNode->toString( ) );
// qDebug() << programTemplate;
// Create a program from the kernel source
cl::Program program( QgsOpenClUtils::buildProgram( programTemplate, QgsOpenClUtils::ExceptionBehavior::Throw ) );
// Create the buffers, output is float32 (4 bytes)
// We assume size of float = 4 because that's the size used by OpenCL and IEEE 754
Q_ASSERT( sizeof( float ) == 4 );
std::size_t resultBufferSize( 4 * static_cast<size_t>( mNumOutputColumns ) );
cl::Buffer resultLineBuffer( ctx, CL_MEM_WRITE_ONLY,
resultBufferSize, nullptr, nullptr );
auto kernel = cl::Kernel( program, "rasterCalculator" );
for ( unsigned int i = 0; i < inputBuffers.size() ; i++ )
{
kernel.setArg( i, inputBuffers.at( i ) );
}
kernel.setArg( static_cast<unsigned int>( inputBuffers.size() ), resultLineBuffer );
QgsOpenClUtils::CPLAllocator<float> resultLine( static_cast<size_t>( mNumOutputColumns ) );
//open output dataset for writing
GDALDriverH outputDriver = openOutputDriver();
if ( !outputDriver )
{
mLastError = QObject::tr( "Could not obtain driver for %1" ).arg( mOutputFormat );
return CreateOutputError;
}
gdal::dataset_unique_ptr outputDataset( openOutputFile( outputDriver ) );
if ( !outputDataset )
{
mLastError = QObject::tr( "Could not create output %1" ).arg( mOutputFile );
return CreateOutputError;
}
GDALSetProjection( outputDataset.get(), mOutputCrs.toWkt().toLocal8Bit().data() );
GDALRasterBandH outputRasterBand = GDALGetRasterBand( outputDataset.get(), 1 );
if ( !outputRasterBand )
return BandError;
// Input block (buffer)
std::unique_ptr<QgsRasterBlock> block;
// Run kernel on all scanlines
auto rowHeight = mOutputRectangle.height() / mNumOutputRows;
for ( int line = 0; line < mNumOutputRows; line++ )
{
if ( feedback && feedback->isCanceled() )
{
break;
}
if ( feedback )
{
feedback->setProgress( 100.0 * static_cast< double >( line ) / mNumOutputRows );
}
// Read lines from rasters into the buffers
for ( const auto &ref : inputRefs )
{
// Read one row
QgsRectangle rect( mOutputRectangle );
rect.setYMaximum( rect.yMaximum() - rowHeight * line );
rect.setYMinimum( rect.yMaximum() - rowHeight );
// TODO: check if this is too slow
// if crs transform needed
if ( ref.layer->crs() != mOutputCrs )
{
QgsRasterProjector proj;
proj.setCrs( ref.layer->crs(), mOutputCrs );
proj.setInput( ref.layer->dataProvider() );
proj.setPrecision( QgsRasterProjector::Exact );
block.reset( proj.block( ref.band, rect, mNumOutputColumns, 1 ) );
}
else
{
block.reset( ref.layer->dataProvider()->block( ref.band, rect, mNumOutputColumns, 1 ) );
}
//for ( int i = 0; i < mNumOutputColumns; i++ )
// qDebug() << "Input: " << line << i << ref.varName << " = " << block->value( 0, i );
//qDebug() << "Writing buffer " << ref.index;
Q_ASSERT( ref.bufferSize == static_cast<size_t>( block->data().size( ) ) );
queue.enqueueWriteBuffer( inputBuffers[ref.index], CL_TRUE, 0,
ref.bufferSize, block->bits() );
}
// Run the kernel
queue.enqueueNDRangeKernel(
kernel,
0,
cl::NDRange( mNumOutputColumns )
);
// Write the result
queue.enqueueReadBuffer( resultLineBuffer, CL_TRUE, 0,
resultBufferSize, resultLine.get() );
//for ( int i = 0; i < mNumOutputColumns; i++ )
// qDebug() << "Output: " << line << i << " = " << resultLine[i];
if ( GDALRasterIO( outputRasterBand, GF_Write, 0, line, mNumOutputColumns, 1, resultLine.get(), mNumOutputColumns, 1, GDT_Float32, 0, 0 ) != CE_None )
{
return CreateOutputError;
}
}
if ( feedback && feedback->isCanceled() )
{
//delete the dataset without closing (because it is faster)
gdal::fast_delete_and_close( outputDataset, outputDriver, mOutputFile );
return Canceled;
}
inputBuffers.clear();
return Success;
}