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qgspointclouddataprovider.cpp
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qgspointclouddataprovider.cpp
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/***************************************************************************
qgspointclouddataprovider.cpp
-----------------------
begin : October 2020
copyright : (C) 2020 by Peter Petrik
email : zilolv at gmail dot com
***************************************************************************/
/***************************************************************************
* *
* 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. *
* *
***************************************************************************/
#include "qgis.h"
#include "qgspointclouddataprovider.h"
#include "qgspointcloudindex.h"
#include "qgsgeometry.h"
#include "qgspointcloudrequest.h"
#include "qgsgeometryengine.h"
#include <mutex>
#include <QDebug>
#include <QtConcurrent/QtConcurrentMap>
QgsPointCloudDataProvider::QgsPointCloudDataProvider(
const QString &uri,
const QgsDataProvider::ProviderOptions &options,
QgsDataProvider::ReadFlags flags )
: QgsDataProvider( uri, options, flags )
{
}
QgsPointCloudDataProvider::~QgsPointCloudDataProvider() = default;
QgsPointCloudDataProvider::Capabilities QgsPointCloudDataProvider::capabilities() const
{
return QgsPointCloudDataProvider::NoCapabilities;
}
bool QgsPointCloudDataProvider::hasValidIndex() const
{
return index() && index()->isValid();
}
QgsGeometry QgsPointCloudDataProvider::polygonBounds() const
{
return QgsGeometry::fromRect( extent() );
}
QVariantMap QgsPointCloudDataProvider::originalMetadata() const
{
return QVariantMap();
}
QgsPointCloudRenderer *QgsPointCloudDataProvider::createRenderer( const QVariantMap & ) const
{
return nullptr;
}
QMap<int, QString> QgsPointCloudDataProvider::lasClassificationCodes()
{
static QMap< int, QString > sCodes
{
{0, QStringLiteral( "Created, Never Classified" )},
{1, QStringLiteral( "Unclassified" )},
{2, QStringLiteral( "Ground" )},
{3, QStringLiteral( "Low Vegetation" )},
{4, QStringLiteral( "Medium Vegetation" )},
{5, QStringLiteral( "High Vegetation" )},
{6, QStringLiteral( "Building" )},
{7, QStringLiteral( "Low Point (Low Noise)" )},
{8, QStringLiteral( "Reserved" )},
{9, QStringLiteral( "Water" )},
{10, QStringLiteral( "Rail" )},
{11, QStringLiteral( "Road Surface" )},
{12, QStringLiteral( "Reserved" )},
{13, QStringLiteral( "Wire - Guard (Shield)" )},
{14, QStringLiteral( "Wire - Conductor (Phase)" )},
{15, QStringLiteral( "Transmission Tower" )},
{16, QStringLiteral( "Wire-Structure Connector (Insulator)" )},
{17, QStringLiteral( "Bridge Deck" )},
{18, QStringLiteral( "High Noise" )},
};
static std::once_flag initialized;
std::call_once( initialized, [ = ]( )
{
for ( int i = 19; i <= 63; ++i )
sCodes.insert( i, QStringLiteral( "Reserved" ) );
for ( int i = 64; i <= 255; ++i )
sCodes.insert( i, QStringLiteral( "User Definable" ) );
} );
return sCodes;
}
QMap<int, QString> QgsPointCloudDataProvider::translatedLasClassificationCodes()
{
static QMap< int, QString > sCodes
{
{0, QObject::tr( "Created, Never Classified" )},
{1, QObject::tr( "Unclassified" )},
{2, QObject::tr( "Ground" )},
{3, QObject::tr( "Low Vegetation" )},
{4, QObject::tr( "Medium Vegetation" )},
{5, QObject::tr( "High Vegetation" )},
{6, QObject::tr( "Building" )},
{7, QObject::tr( "Low Point (Noise)" )},
{8, QObject::tr( "Reserved" )},
{9, QObject::tr( "Water" )},
{10, QObject::tr( "Rail" )},
{11, QObject::tr( "Road Surface" )},
{12, QObject::tr( "Reserved" )},
{13, QObject::tr( "Wire - Guard (Shield)" )},
{14, QObject::tr( "Wire - Conductor (Phase)" )},
{15, QObject::tr( "Transmission Tower" )},
{16, QObject::tr( "Wire-Structure Connector (Insulator)" )},
{17, QObject::tr( "Bridge Deck" )},
{18, QObject::tr( "High Noise" )},
};
static std::once_flag initialized;
std::call_once( initialized, [ = ]( )
{
for ( int i = 19; i <= 63; ++i )
sCodes.insert( i, QObject::tr( "Reserved" ) );
for ( int i = 64; i <= 255; ++i )
sCodes.insert( i, QObject::tr( "User Definable" ) );
} );
return sCodes;
}
QMap<int, QString> QgsPointCloudDataProvider::dataFormatIds()
{
static QMap< int, QString > sCodes
{
{0, QStringLiteral( "No color or time stored" )},
{1, QStringLiteral( "Time is stored" )},
{2, QStringLiteral( "Color is stored" )},
{3, QStringLiteral( "Color and time are stored" )},
{6, QStringLiteral( "Time is stored" )},
{7, QStringLiteral( "Time and color are stored)" )},
{8, QStringLiteral( "Time, color and near infrared are stored" )},
};
return sCodes;
}
QMap<int, QString> QgsPointCloudDataProvider::translatedDataFormatIds()
{
static QMap< int, QString > sCodes
{
{0, QObject::tr( "No color or time stored" )},
{1, QObject::tr( "Time is stored" )},
{2, QObject::tr( "Color is stored" )},
{3, QObject::tr( "Color and time are stored" )},
{6, QObject::tr( "Time is stored" )},
{7, QObject::tr( "Time and color are stored)" )},
{8, QObject::tr( "Time, color and near infrared are stored" )},
};
return sCodes;
}
QVariant QgsPointCloudDataProvider::metadataStatistic( const QString &, QgsStatisticalSummary::Statistic ) const
{
return QVariant();
}
QVariantList QgsPointCloudDataProvider::metadataClasses( const QString & ) const
{
return QVariantList();
}
QVariant QgsPointCloudDataProvider::metadataClassStatistic( const QString &, const QVariant &, QgsStatisticalSummary::Statistic ) const
{
return QVariant();
}
template <typename T>
void _attribute( const char *data, std::size_t offset, QgsPointCloudAttribute::DataType type, T &value )
{
switch ( type )
{
case QgsPointCloudAttribute::Char:
value = *( data + offset );
break;
case QgsPointCloudAttribute::Int32:
value = *reinterpret_cast< const qint32 * >( data + offset );
break;
case QgsPointCloudAttribute::Short:
{
value = *reinterpret_cast< const short * >( data + offset );
}
break;
case QgsPointCloudAttribute::UShort:
value = *reinterpret_cast< const unsigned short * >( data + offset );
break;
case QgsPointCloudAttribute::Float:
value = static_cast< T >( *reinterpret_cast< const float * >( data + offset ) );
break;
case QgsPointCloudAttribute::Double:
value = *reinterpret_cast< const double * >( data + offset );
break;
}
}
/**
* Retrieves the x, y, z values for the point at index \a i.
*/
static void _pointXYZ( const char *ptr, int i, std::size_t pointRecordSize, int xOffset, QgsPointCloudAttribute::DataType xType,
int yOffset, QgsPointCloudAttribute::DataType yType,
int zOffset, QgsPointCloudAttribute::DataType zType,
const QgsVector3D &indexScale, const QgsVector3D &indexOffset, double &x, double &y, double &z )
{
_attribute( ptr, i * pointRecordSize + xOffset, xType, x );
x = indexOffset.x() + indexScale.x() * x;
_attribute( ptr, i * pointRecordSize + yOffset, yType, y );
y = indexOffset.y() + indexScale.y() * y;
_attribute( ptr, i * pointRecordSize + zOffset, zType, z );
z = indexOffset.z() + indexScale.z() * z;
}
/**
* Retrieves all the attributes of a point
*/
QVariantMap _attributeMap( const char *data, std::size_t recordOffset, const QgsPointCloudAttributeCollection &attributeCollection )
{
QVariantMap map;
const QVector<QgsPointCloudAttribute> attributes = attributeCollection.attributes();
for ( const QgsPointCloudAttribute &attr : attributes )
{
QString attributeName = attr.name();
int attributeOffset;
attributeCollection.find( attributeName, attributeOffset );
switch ( attr.type() )
{
case QgsPointCloudAttribute::Char:
{
const char value = *( data + recordOffset + attributeOffset );
map[ attributeName ] = value;
}
break;
case QgsPointCloudAttribute::Int32:
{
const qint32 value = *reinterpret_cast< const qint32 * >( data + recordOffset + attributeOffset );
map[ attributeName ] = value;
}
break;
case QgsPointCloudAttribute::Short:
{
const short value = *reinterpret_cast< const short * >( data + recordOffset + attributeOffset );
map[ attributeName ] = value;
}
break;
case QgsPointCloudAttribute::UShort:
{
const unsigned short value = *reinterpret_cast< const unsigned short * >( data + recordOffset + attributeOffset );
map[ attributeName ] = value;
}
break;
case QgsPointCloudAttribute::Float:
{
const float value = *reinterpret_cast< const float * >( data + recordOffset + attributeOffset );
map[ attributeName ] = value;
}
break;
case QgsPointCloudAttribute::Double:
{
const double value = *reinterpret_cast< const double * >( data + recordOffset + attributeOffset );
map[ attributeName ] = value;
}
break;
}
}
return map;
}
struct MapIndexedPointCloudNode
{
typedef QVector<QMap<QString, QVariant>> result_type;
MapIndexedPointCloudNode( QgsPointCloudRequest &request, const QgsVector3D &indexScale, const QgsVector3D &indexOffset,
const QgsGeometry &extentGeometry, const QgsDoubleRange &zRange, QgsPointCloudIndex *index, int pointsLimit )
: mRequest( request ), mIndexScale( indexScale ), mIndexOffset( indexOffset ), mExtentGeometry( extentGeometry ), mZRange( zRange ), mIndex( index ), mPointsLimit( pointsLimit )
{ }
QVector<QVariantMap> operator()( IndexedPointCloudNode n )
{
QVector<QVariantMap> acceptedPoints;
std::unique_ptr<QgsPointCloudBlock> block( mIndex->nodeData( n, mRequest ) );
if ( !block || pointsCount == mPointsLimit )
return acceptedPoints;
const char *ptr = block->data();
QgsPointCloudAttributeCollection blockAttributes = block->attributes();
const std::size_t recordSize = blockAttributes.pointRecordSize();
int xOffset, yOffset, zOffset;
const QgsPointCloudAttribute::DataType xType = blockAttributes.find( QStringLiteral( "X" ), xOffset )->type();
const QgsPointCloudAttribute::DataType yType = blockAttributes.find( QStringLiteral( "Y" ), yOffset )->type();
const QgsPointCloudAttribute::DataType zType = blockAttributes.find( QStringLiteral( "Z" ), zOffset )->type();
std::unique_ptr< QgsGeometryEngine > extentEngine( QgsGeometry::createGeometryEngine( mExtentGeometry.constGet() ) );
extentEngine->prepareGeometry();
for ( int i = 0; i < block->pointCount() && pointsCount < mPointsLimit; ++i )
{
double x, y, z;
_pointXYZ( ptr, i, recordSize, xOffset, xType, yOffset, yType, zOffset, zType, mIndexScale, mIndexOffset, x, y, z );
QgsPoint pointXY( x, y );
if ( mZRange.contains( z ) && extentEngine->contains( &pointXY ) )
{
QVariantMap pointAttr = _attributeMap( ptr, i * recordSize, blockAttributes );
pointAttr[ QStringLiteral( "X" ) ] = x;
pointAttr[ QStringLiteral( "Y" ) ] = y;
pointAttr[ QStringLiteral( "Z" ) ] = z;
pointsCount++;
acceptedPoints.push_back( pointAttr );
}
}
return acceptedPoints;
}
QgsPointCloudRequest &mRequest;
QgsVector3D mIndexScale;
QgsVector3D mIndexOffset;
const QgsGeometry &mExtentGeometry;
const QgsDoubleRange &mZRange;
QgsPointCloudIndex *mIndex = nullptr;
int mPointsLimit;
int pointsCount = 0;
};
QVector<QVariantMap> QgsPointCloudDataProvider::identify(
double maxError,
const QgsGeometry &extentGeometry,
const QgsDoubleRange &extentZRange, int pointsLimit )
{
QVector<QVariantMap> acceptedPoints;
QgsPointCloudIndex *index = this->index();
const IndexedPointCloudNode root = index->root();
QgsRectangle rootNodeExtent = index->nodeMapExtent( root );
const double rootError = rootNodeExtent.width() / index->span();
QVector<IndexedPointCloudNode> nodes = traverseTree( index, root, maxError, rootError, extentGeometry, extentZRange );
QgsPointCloudAttributeCollection attributeCollection = index->attributes();
QgsPointCloudRequest request;
request.setAttributes( attributeCollection );
acceptedPoints = QtConcurrent::blockingMappedReduced( nodes,
MapIndexedPointCloudNode( request, index->scale(), index->offset(), extentGeometry, extentZRange, index, pointsLimit ),
qgis::overload<const QVector<QMap<QString, QVariant>>&>::of( &QVector<QMap<QString, QVariant>>::append ),
QtConcurrent::UnorderedReduce );
return acceptedPoints;
}
QVector<IndexedPointCloudNode> QgsPointCloudDataProvider::traverseTree(
const QgsPointCloudIndex *pc,
IndexedPointCloudNode n,
double maxError,
double nodeError,
const QgsGeometry &extentGeometry,
const QgsDoubleRange &extentZRange )
{
QVector<IndexedPointCloudNode> nodes;
const QgsDoubleRange nodeZRange = pc->nodeZRange( n );
if ( !extentZRange.overlaps( nodeZRange ) )
return nodes;
if ( !extentGeometry.intersects( pc->nodeMapExtent( n ) ) )
return nodes;
nodes.append( n );
double childrenError = nodeError / 2.0;
if ( childrenError < maxError )
return nodes;
const QList<IndexedPointCloudNode> children = pc->nodeChildren( n );
for ( const IndexedPointCloudNode &nn : children )
{
if ( extentGeometry.intersects( pc->nodeMapExtent( nn ) ) )
nodes += traverseTree( pc, nn, maxError, childrenError, extentGeometry, extentZRange );
}
return nodes;
}
QVector<QMap<QString, QVariant>> QgsPointCloudDataProvider::getPointsOnRay( const QVector3D &rayOrigin, const QVector3D &rayDirection, double maxScreenError, double cameraFov, int screenSizePx )
{
QVector<QMap<QString, QVariant>> points;
qDebug() << "Ray: " << rayOrigin << " " << rayDirection;
QgsPointCloudIndex *index = this->index();
IndexedPointCloudNode root = index->root();
QgsRectangle rootNodeExtentMapCoords = index->nodeMapExtent( root );
const float rootErrorInMapCoordinates = rootNodeExtentMapCoords.width() / index->span();
QVector<IndexedPointCloudNode> nodes = getNodesIntersectingWithRay( index, root, maxScreenError, rootErrorInMapCoordinates, cameraFov, screenSizePx, rayOrigin, rayDirection );
qDebug() << "Intersected nodes: " << nodes.size();
return points;
}
bool __boxIntesects( const QgsBox3d &box, const QVector3D &rayOrigin, const QVector3D &rayDirection )
{
double tminX = box.xMinimum() - rayOrigin.x(), tmaxX = box.xMaximum() - rayOrigin.x();
double tminY = box.yMinimum() - rayOrigin.y(), tmaxY = box.yMaximum() - rayOrigin.y();
double tminZ = box.zMinimum() - rayOrigin.z(), tmaxZ = box.zMaximum() - rayOrigin.z();
if ( rayDirection.x() < 0 ) std::swap( tminX, tmaxX );
if ( rayDirection.y() < 0 ) std::swap( tminY, tmaxY );
if ( rayDirection.z() < 0 ) std::swap( tminZ, tmaxZ );
if ( rayDirection.x() != 0 )
{
tminX /= rayDirection.x();
tmaxX /= rayDirection.x();
}
else
{
tminX = std::numeric_limits<double>::lowest();
tmaxX = std::numeric_limits<double>::max();
}
if ( rayDirection.y() != 0 )
{
tminY /= rayDirection.y();
tmaxY /= rayDirection.y();
}
else
{
tminY = std::numeric_limits<double>::lowest();
tmaxY = std::numeric_limits<double>::max();
}
if ( rayDirection.z() != 0 )
{
tminZ /= rayDirection.z();
tmaxZ /= rayDirection.z();
}
else
{
tminZ = std::numeric_limits<double>::lowest();
tmaxZ = std::numeric_limits<double>::max();
}
QgsDoubleRange tRange( qMax( qMax( tminX, tminY ), tminZ ), qMin( qMin( tmaxX, tmaxY ), tmaxZ ) );
return !tRange.isEmpty();
}
QVector<IndexedPointCloudNode> QgsPointCloudDataProvider::getNodesIntersectingWithRay(
const QgsPointCloudIndex *pc, IndexedPointCloudNode n,
double maxError, double nodeError, double cameraFov, int screenSizePx,
const QVector3D &rayOrigin, const QVector3D &rayDirection )
{
QVector<IndexedPointCloudNode> nodes;
QgsRectangle n2DExtent = pc->nodeMapExtent( n );
QgsDoubleRange zRange = pc->nodeZRange( n );
QgsBox3d box( n2DExtent.xMinimum(), n2DExtent.yMinimum(), zRange.lower(), n2DExtent.xMaximum(), n2DExtent.yMaximum(), zRange.upper() );
// calculate screen space error:
float distance = box.distanceFromPoint( rayOrigin.x(), rayOrigin.y(), rayOrigin.z() );
qDebug() << "Node error: " << nodeError;
float phi = nodeError * screenSizePx / ( 2 * distance * tan( cameraFov * M_PI / ( 2 * 180 ) ) );
if ( !__boxIntesects( box, rayOrigin, rayDirection ) )
{
return nodes;
}
nodes.append( n );
float childrenError = nodeError / 2.0f;
if ( phi < maxError )
return nodes;
qDebug() << "Passed";
const QList<IndexedPointCloudNode> children = pc->nodeChildren( n );
for ( const IndexedPointCloudNode &nn : children )
{
nodes += getNodesIntersectingWithRay( pc, nn, maxError, childrenError, cameraFov, screenSizePx, rayOrigin, rayDirection );
}
return nodes;
}