qgslazdecoder.cpp

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/***************************************************************************
                         qgslazdecoder.cpp
                         --------------------
    begin                : March 2022
    copyright            : (C) 2022 by Belgacem Nedjima
    email                : belgacem dot nedjima 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 "qgslazdecoder.h"
#include "qgspointcloudattribute.h"
#include "qgsvector3d.h"
#include "qgsconfig.h"
#include "qgslogger.h"
#include "qgslazinfo.h"
#include "qgspointcloudexpression.h"
 
#include <QFile>
#include <QDir>
#include <QElapsedTimer>
#include <QTemporaryFile>
#include <iostream>
#include <memory>
#include <cstring>
#include <string>
 
#include <zstd.h>
 
#include "lazperf/las.hpp"
#include "lazperf/readers.hpp"
 
#if defined(_MSC_VER)
#ifndef UNICODE
#define UNICODE
#endif
#include <locale>
#include <codecvt>
#endif
 
 
template <typename T>
bool lazStoreToStream_( char *s, size_t position, QgsPointCloudAttribute::DataType type, T value )
{
  switch ( type )
  {
    case QgsPointCloudAttribute::Char:
    {
      const char val = char( value );
      s[position] = val;
      break;
    }
    case QgsPointCloudAttribute::UChar:
    {
      const unsigned char val = ( unsigned char )( value );
      s[position] = val;
      break;
    }
 
    case QgsPointCloudAttribute::Short:
    {
      short val = short( value );
      memcpy( s + position, reinterpret_cast<char * >( &val ), sizeof( short ) );
      break;
    }
    case QgsPointCloudAttribute::UShort:
    {
      unsigned short val = static_cast< unsigned short>( value );
      memcpy( s + position, reinterpret_cast< char * >( &val ), sizeof( unsigned short ) );
      break;
    }
 
    case QgsPointCloudAttribute::Int32:
    {
      qint32 val = qint32( value );
      memcpy( s + position, reinterpret_cast< char * >( &val ), sizeof( qint32 ) );
      break;
    }
    case QgsPointCloudAttribute::UInt32:
    {
      quint32 val = quint32( value );
      memcpy( s + position, reinterpret_cast< char * >( &val ), sizeof( quint32 ) );
      break;
    }
 
    case QgsPointCloudAttribute::Int64:
    {
      qint64 val = qint64( value );
      memcpy( s + position, reinterpret_cast< char * >( &val ), sizeof( qint64 ) );
      break;
    }
    case QgsPointCloudAttribute::UInt64:
    {
      quint64 val = quint64( value );
      memcpy( s + position, reinterpret_cast< char * >( &val ), sizeof( quint64 ) );
      break;
    }
 
    case QgsPointCloudAttribute::Float:
    {
      float val = float( value );
      memcpy( s + position, reinterpret_cast< char * >( &val ),  sizeof( float ) );
      break;
    }
    case QgsPointCloudAttribute::Double:
    {
      double val = double( value );
      memcpy( s + position, reinterpret_cast< char * >( &val ), sizeof( double ) );
      break;
    }
  }
 
  return true;
}
 
bool lazSerialize_( char *data, size_t outputPosition, QgsPointCloudAttribute::DataType outputType,
                    const char *input, QgsPointCloudAttribute::DataType inputType, int inputSize, size_t inputPosition )
{
  if ( outputType == inputType )
  {
    memcpy( data + outputPosition, input + inputPosition, inputSize );
    return true;
  }
 
  switch ( inputType )
  {
    case QgsPointCloudAttribute::Char:
    {
      const char val = *( input + inputPosition );
      return lazStoreToStream_<char>( data, outputPosition, outputType, val );
    }
    case QgsPointCloudAttribute::UChar:
    {
      const unsigned char val = *( input + inputPosition );
      return lazStoreToStream_<unsigned char>( data, outputPosition, outputType, val );
    }
    case QgsPointCloudAttribute::Short:
    {
      const short val = *reinterpret_cast< const short * >( input + inputPosition );
      return lazStoreToStream_<short>( data, outputPosition, outputType, val );
    }
    case QgsPointCloudAttribute::UShort:
    {
      const unsigned short val = *reinterpret_cast< const unsigned short * >( input + inputPosition );
      return lazStoreToStream_<unsigned short>( data, outputPosition, outputType, val );
    }
    case QgsPointCloudAttribute::Int32:
    {
      const qint32 val = *reinterpret_cast<const qint32 * >( input + inputPosition );
      return lazStoreToStream_<qint32>( data, outputPosition, outputType, val );
    }
    case QgsPointCloudAttribute::UInt32:
    {
      const quint32 val = *reinterpret_cast<const quint32 * >( input + inputPosition );
      return lazStoreToStream_<quint32>( data, outputPosition, outputType, val );
    }
    case QgsPointCloudAttribute::Int64:
    {
      const qint64 val = *reinterpret_cast<const qint64 * >( input + inputPosition );
      return lazStoreToStream_<qint64>( data, outputPosition, outputType, val );
    }
    case QgsPointCloudAttribute::UInt64:
    {
      const quint64 val = *reinterpret_cast<const quint64 * >( input + inputPosition );
      return lazStoreToStream_<quint64>( data, outputPosition, outputType, val );
    }
    case QgsPointCloudAttribute::Float:
    {
      const float val = *reinterpret_cast< const float * >( input + inputPosition );
      return lazStoreToStream_<float>( data, outputPosition, outputType, val );
    }
    case QgsPointCloudAttribute::Double:
    {
      const double val = *reinterpret_cast< const double * >( input + inputPosition );
      return lazStoreToStream_<double>( data, outputPosition, outputType, val );
    }
  }
  return true;
}
 
// //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
std::vector< QgsLazDecoder::RequestedAttributeDetails > prepareRequestedAttributeDetails_( const QgsPointCloudAttributeCollection &requestedAttributes, QVector<QgsLazInfo::ExtraBytesAttributeDetails> &extrabytesAttr )
{
  const QVector<QgsPointCloudAttribute> requestedAttributesVector = requestedAttributes.attributes();
 
  std::vector< QgsLazDecoder::RequestedAttributeDetails > requestedAttributeDetails;
  requestedAttributeDetails.reserve( requestedAttributesVector.size() );
 
  for ( const QgsPointCloudAttribute &requestedAttribute : requestedAttributesVector )
  {
    if ( requestedAttribute.name().compare( QLatin1String( "X" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::X, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "Y" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::Y, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "Z" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::Z, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "Classification" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::Classification, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "Intensity" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::Intensity, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "ReturnNumber" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::ReturnNumber, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "NumberOfReturns" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::NumberOfReturns, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "ScanDirectionFlag" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::ScanDirectionFlag, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "EdgeOfFlightLine" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::EdgeOfFlightLine, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "ScanAngleRank" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::ScanAngleRank, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "UserData" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::UserData, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "PointSourceId" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::PointSourceId, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "GpsTime" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::GpsTime, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "Red" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::Red, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "Green" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::Green, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "Blue" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::Blue, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "ScannerChannel" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::ScannerChannel, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "Synthetic" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::Synthetic, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "KeyPoint" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::KeyPoint, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "Withheld" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::Withheld, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "Overlap" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::Overlap, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else if ( requestedAttribute.name().compare( QLatin1String( "Infrared" ), Qt::CaseInsensitive ) == 0 )
    {
      requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::NIR, requestedAttribute.type(), requestedAttribute.size() ) );
    }
    else
    {
      bool foundAttr = false;
      for ( QgsLazInfo::ExtraBytesAttributeDetails &eba : extrabytesAttr )
      {
        if ( requestedAttribute.name().compare( eba.attribute.trimmed() ) == 0 )
        {
          requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::ExtraBytes, eba.type, eba.size, eba.offset ) );
          foundAttr = true;
          break;
        }
      }
      if ( !foundAttr )
      {
        // this can possibly happen -- e.g. if a style built using a different point cloud format references an attribute which isn't available from the laz file
        requestedAttributeDetails.emplace_back( QgsLazDecoder::RequestedAttributeDetails( QgsLazDecoder::LazAttribute::MissingOrUnknown, requestedAttribute.type(), requestedAttribute.size() ) );
      }
    }
  }
  return requestedAttributeDetails;
}
 
void decodePoint( char *buf, int lasPointFormat, char *dataBuffer, std::size_t &outputOffset, std::vector< QgsLazDecoder::RequestedAttributeDetails > &requestedAttributeDetails )
{
  lazperf::las::point10 p10;
  lazperf::las::gpstime gps;
  lazperf::las::rgb rgb;
  lazperf::las::nir14 nir;
  lazperf::las::point14 p14;
 
  // Does the point record start with the common fields for formats introduced
  // in the LAS 1.4 spec?
  const bool isLas14 = ( lasPointFormat == 6 || lasPointFormat == 7 || lasPointFormat == 8 || lasPointFormat == 9 || lasPointFormat == 10 );
 
  switch ( lasPointFormat )
  {
    // LAS 1.2 file support
    case 0: // base
      p10.unpack( buf );
      break;
    case 1: // base + gps time
      p10.unpack( buf );
      gps.unpack( buf + sizeof( lazperf::las::point10 ) );
      break;
    case 2: // base + rgb
      p10.unpack( buf );
      rgb.unpack( buf + sizeof( lazperf::las::point10 ) );
      break;
    case 3: // base + gps time + rgb
      p10.unpack( buf );
      gps.unpack( buf + sizeof( lazperf::las::point10 ) );
      rgb.unpack( buf + sizeof( lazperf::las::point10 ) + sizeof( lazperf::las::gpstime ) );
      break;
 
    // LAS 1.4 file support
    case 6: // base (includes gps time)
      p14.unpack( buf );
      break;
    case 7: // base + rgb
      p14.unpack( buf );
      rgb.unpack( buf + sizeof( lazperf::las::point14 ) );
      break;
    case 8: // base + rgb + nir
      p14.unpack( buf );
      rgb.unpack( buf + sizeof( lazperf::las::point14 ) );
      nir.unpack( buf + sizeof( lazperf::las::point14 ) + sizeof( lazperf::las::rgb ) );
      break;
 
    default:
      Q_ASSERT( false );  // must not happen - we checked earlier that the format is supported
  }
 
  for ( const QgsLazDecoder::RequestedAttributeDetails &requestedAttribute : requestedAttributeDetails )
  {
    switch ( requestedAttribute.attribute )
    {
      case QgsLazDecoder::LazAttribute::X:
        lazStoreToStream_<qint32>( dataBuffer, outputOffset, requestedAttribute.type, isLas14 ? p14.x() : p10.x );
        break;
      case QgsLazDecoder::LazAttribute::Y:
        lazStoreToStream_<qint32>( dataBuffer, outputOffset, requestedAttribute.type, isLas14 ? p14.y() : p10.y );
        break;
      case QgsLazDecoder::LazAttribute::Z:
        lazStoreToStream_<qint32>( dataBuffer, outputOffset, requestedAttribute.type, isLas14 ? p14.z() : p10.z );
        break;
      case QgsLazDecoder::LazAttribute::Classification:
      {
        if ( isLas14 )
        {
          lazStoreToStream_<unsigned char>( dataBuffer, outputOffset, requestedAttribute.type, p14.classification() );
        }
        else
        {
          // p10 format encoded "Overlap" as Classification=12, so in that case we set Classification=0 (Never classified) and will set Overlap=1 a few lines below
          lazStoreToStream_<unsigned char>( dataBuffer, outputOffset, requestedAttribute.type, ( p10.classification & 0x1F ) == 12 ? 0 : p10.classification & 0x1F );
        }
        break;
      }
      case QgsLazDecoder::LazAttribute::Intensity:
        lazStoreToStream_<unsigned short>( dataBuffer, outputOffset, requestedAttribute.type, isLas14 ? p14.intensity() : p10.intensity );
        break;
      case QgsLazDecoder::LazAttribute::ReturnNumber:
        lazStoreToStream_<unsigned char>( dataBuffer,  outputOffset, requestedAttribute.type, isLas14 ? p14.returnNum() : p10.return_number );
        break;
      case QgsLazDecoder::LazAttribute::NumberOfReturns:
        lazStoreToStream_<unsigned char>( dataBuffer,  outputOffset, requestedAttribute.type, isLas14 ? p14.numReturns() : p10.number_of_returns_of_given_pulse );
        break;
      case QgsLazDecoder::LazAttribute::ScanDirectionFlag:
        lazStoreToStream_<unsigned char>( dataBuffer, outputOffset, requestedAttribute.type, isLas14 ? p14.scanDirFlag() : p10.scan_direction_flag );
        break;
      case QgsLazDecoder::LazAttribute::EdgeOfFlightLine:
        lazStoreToStream_<unsigned char>( dataBuffer, outputOffset, requestedAttribute.type, isLas14 ? p14.eofFlag() : p10.edge_of_flight_line );
        break;
      case QgsLazDecoder::LazAttribute::ScanAngleRank:
        lazStoreToStream_<float>( dataBuffer, outputOffset, requestedAttribute.type,
                                  isLas14
                                  // Formats from LAS 1.4 spec store the angle in 0.006 degree increments
                                  ? p14.scanAngle() * 0.006f
                                  // Older formats store integer values
                                  : p10.scan_angle_rank );
        break;
      case QgsLazDecoder::LazAttribute::UserData:
        lazStoreToStream_<unsigned char>( dataBuffer, outputOffset, requestedAttribute.type, isLas14 ? p14.userData() : p10.user_data );
        break;
      case QgsLazDecoder::LazAttribute::PointSourceId:
        lazStoreToStream_<unsigned short>( dataBuffer, outputOffset, requestedAttribute.type, isLas14 ? p14.pointSourceID() : p10.point_source_ID );
        break;
      case QgsLazDecoder::LazAttribute::GpsTime:
        // lazperf internally stores gps value as int64 field, but in fact it is a double value
        lazStoreToStream_<double>( dataBuffer, outputOffset, requestedAttribute.type,
                                   isLas14 ? p14.gpsTime() : *reinterpret_cast<const double *>( reinterpret_cast<const void *>( &gps.value ) ) );
        break;
      case QgsLazDecoder::LazAttribute::Red:
        lazStoreToStream_<unsigned short>( dataBuffer, outputOffset, requestedAttribute.type, rgb.r );
        break;
      case QgsLazDecoder::LazAttribute::Green:
        lazStoreToStream_<unsigned short>( dataBuffer, outputOffset, requestedAttribute.type, rgb.g );
        break;
      case QgsLazDecoder::LazAttribute::Blue:
        lazStoreToStream_<unsigned short>( dataBuffer, outputOffset, requestedAttribute.type, rgb.b );
        break;
      case QgsLazDecoder::LazAttribute::ScannerChannel:
        lazStoreToStream_<char>( dataBuffer, outputOffset, requestedAttribute.type, char( p14.scannerChannel() ) );
        break;
      case QgsLazDecoder::LazAttribute::Synthetic:
        lazStoreToStream_<char>( dataBuffer, outputOffset, requestedAttribute.type, isLas14 ? char( ( p14.classFlags() >> 0 ) & 0x01 ) : char( ( p10.classification >> 5 ) & 0x01 ) );
        break;
      case QgsLazDecoder::LazAttribute::KeyPoint:
        lazStoreToStream_<char>( dataBuffer, outputOffset, requestedAttribute.type, isLas14 ? char( ( p14.classFlags() >> 1 ) & 0x01 ) : char( ( p10.classification >> 6 ) & 0x01 ) );
        break;
      case QgsLazDecoder::LazAttribute::Withheld:
        lazStoreToStream_<char>( dataBuffer, outputOffset, requestedAttribute.type, isLas14 ? char( ( p14.classFlags() >> 2 ) & 0x01 ) : char( ( p10.classification >> 7 ) & 0x01 ) );
        break;
      case QgsLazDecoder::LazAttribute::Overlap:
      {
        if ( isLas14 )
        {
          lazStoreToStream_<char>( dataBuffer, outputOffset, requestedAttribute.type, char( ( p14.classFlags() >> 3 ) & 0x01 ) );
        }
        else
        {
          // p10 format encoded "Overlap" as Classification=12, so in that case we set Overlap=1 (we have already set Classification=0)
          lazStoreToStream_<char>( dataBuffer, outputOffset, requestedAttribute.type, ( p10.classification & 0x1F ) == 12 ? 1 : 0 );
        }
        break;
      }
      case QgsLazDecoder::LazAttribute::NIR:
      {
        if ( lasPointFormat == 8 || lasPointFormat == 10 )
        {
          lazStoreToStream_<unsigned short>( dataBuffer, outputOffset, requestedAttribute.type, nir.val );
        }
        else
        {
          // just store 0 for missing attributes
          lazStoreToStream_<unsigned short>( dataBuffer, outputOffset, requestedAttribute.type, 0 );
        }
        break;
 
      }
      case QgsLazDecoder::LazAttribute::ExtraBytes:
      {
        switch ( requestedAttribute.type )
        {
          case QgsPointCloudAttribute::Char:
            lazStoreToStream_<char>( dataBuffer, outputOffset, requestedAttribute.type, *reinterpret_cast<char * >( &buf[requestedAttribute.offset] ) );
            break;
          case QgsPointCloudAttribute::UChar:
            lazStoreToStream_<unsigned char>( dataBuffer, outputOffset, requestedAttribute.type, *reinterpret_cast<unsigned char * >( &buf[requestedAttribute.offset] ) );
            break;
          case QgsPointCloudAttribute::Short:
            lazStoreToStream_<qint16>( dataBuffer, outputOffset, requestedAttribute.type, *reinterpret_cast<qint16 * >( &buf[requestedAttribute.offset] ) );
            break;
          case QgsPointCloudAttribute::UShort:
            lazStoreToStream_<quint16>( dataBuffer, outputOffset, requestedAttribute.type, *reinterpret_cast<quint16 * >( &buf[requestedAttribute.offset] ) );
            break;
          case QgsPointCloudAttribute::Int32:
            lazStoreToStream_<qint32>( dataBuffer, outputOffset, requestedAttribute.type, *reinterpret_cast<qint32 * >( &buf[requestedAttribute.offset] ) );
            break;
          case QgsPointCloudAttribute::UInt32:
            lazStoreToStream_<quint32>( dataBuffer, outputOffset, requestedAttribute.type, *reinterpret_cast<quint32 * >( &buf[requestedAttribute.offset] ) );
            break;
          case QgsPointCloudAttribute::Int64:
            lazStoreToStream_<qint64>( dataBuffer, outputOffset, requestedAttribute.type, *reinterpret_cast<qint64 * >( &buf[requestedAttribute.offset] ) );
            break;
          case QgsPointCloudAttribute::UInt64:
            lazStoreToStream_<quint64>( dataBuffer, outputOffset, requestedAttribute.type, *reinterpret_cast<quint64 * >( &buf[requestedAttribute.offset] ) );
            break;
          case QgsPointCloudAttribute::Float:
            lazStoreToStream_<float>( dataBuffer, outputOffset, requestedAttribute.type, *reinterpret_cast<float * >( &buf[requestedAttribute.offset] ) );
            break;
          case QgsPointCloudAttribute::Double:
            lazStoreToStream_<double>( dataBuffer, outputOffset, requestedAttribute.type, *reinterpret_cast<double * >( &buf[requestedAttribute.offset] ) );
            break;
        }
      }
      break;
      case QgsLazDecoder::LazAttribute::MissingOrUnknown:
        // just store 0 for unknown/missing attributes
        lazStoreToStream_<unsigned short>( dataBuffer, outputOffset, requestedAttribute.type, 0 );
        break;
    }
 
    outputOffset += requestedAttribute.size;
  }
}
 
template<typename FileType>
std::unique_ptr<QgsPointCloudBlock> decompressLaz_( FileType &file, const QgsPointCloudAttributeCollection &requestedAttributes, QgsPointCloudExpression &filterExpression, QgsRectangle &filterRect )
{
  if ( ! file.good() )
    return nullptr;
 
#ifdef QGISDEBUG
  QElapsedTimer t;
  t.start();
#endif
 
  // lazperf may throw exceptions
  try
  {
    lazperf::reader::generic_file f( file );
 
 
    // output file formats from entwine/untwine:
    // - older versions write LAZ 1.2 files with point formats 0, 1, 2 or 3
    // - newer versions write LAZ 1.4 files with point formats 6, 7 or 8
 
    int lasPointFormat = f.header().pointFormat();
    if ( lasPointFormat != 0 && lasPointFormat != 1 && lasPointFormat != 2 && lasPointFormat != 3 &&
         lasPointFormat != 6 && lasPointFormat != 7 && lasPointFormat != 8 )
    {
      QgsDebugError( QStringLiteral( "Unexpected point format record (%1) - only 0, 1, 2, 3, 6, 7, 8 are supported" ).arg( lasPointFormat ) );
      return nullptr;
    }
 
    const size_t count = f.header().point_count;
    const QgsVector3D scale( f.header().scale.x, f.header().scale.y, f.header().scale.z );
    const QgsVector3D offset( f.header().offset.x, f.header().offset.y, f.header().offset.z );
 
    QByteArray bufArray( f.header().point_record_length, 0 );
    char *buf = bufArray.data();
 
    const size_t requestedPointRecordSize = requestedAttributes.pointRecordSize();
    QByteArray data;
    data.resize( requestedPointRecordSize * count );
    char *dataBuffer = data.data();
 
    std::size_t outputOffset = 0;
 
    std::unique_ptr< QgsPointCloudBlock > block = std::make_unique< QgsPointCloudBlock >(
          count,
          requestedAttributes,
          data, scale, offset
        );
 
    int skippedPoints = 0;
    const bool filterIsValid = filterExpression.isValid();
    if ( !filterExpression.prepare( block.get() ) && filterIsValid )
    {
      // skip processing if the expression cannot be prepared
      block->setPointCount( 0 );
      return block;
    }
 
    int xAttributeOffset, yAttributeOffset;
    const QgsPointCloudAttribute *attributeX = nullptr;
    const QgsPointCloudAttribute *attributeY = nullptr;
    const bool hasFilterRect = !filterRect.isEmpty();
    if ( hasFilterRect )
    {
      attributeX = requestedAttributes.find( QLatin1String( "X" ), xAttributeOffset );
      attributeY = requestedAttributes.find( QLatin1String( "Y" ), yAttributeOffset );
      filterRect.setXMinimum( ( filterRect.xMinimum() - offset.x() ) / scale.x() );
      filterRect.setXMaximum( ( filterRect.xMaximum() - offset.x() ) / scale.x() );
      filterRect.setYMinimum( ( filterRect.yMinimum() - offset.y() ) / scale.y() );
      filterRect.setYMaximum( ( filterRect.yMaximum() - offset.y() ) / scale.y() );
    }
 
    std::vector<char> rawExtrabytes = f.vlrData( "LASF_Spec", 4 );
    QVector<QgsLazInfo::ExtraBytesAttributeDetails> extrabyteAttributesDetails = QgsLazInfo::parseExtrabytes( rawExtrabytes.data(), rawExtrabytes.size(), f.header().point_record_length );
    std::vector< QgsLazDecoder::RequestedAttributeDetails > requestedAttributeDetails = prepareRequestedAttributeDetails_( requestedAttributes, extrabyteAttributesDetails );
 
    for ( size_t i = 0 ; i < count ; i ++ )
    {
      f.readPoint( buf ); // read the point out
 
      decodePoint( buf, lasPointFormat, dataBuffer, outputOffset, requestedAttributeDetails );
 
      // check if point needs to be filtered out
      bool skipThisPoint = false;
      if ( hasFilterRect && attributeX && attributeY )
      {
        const double x = attributeX->convertValueToDouble( dataBuffer + outputOffset - requestedPointRecordSize + xAttributeOffset );
        const double y = attributeY->convertValueToDouble( dataBuffer + outputOffset - requestedPointRecordSize + yAttributeOffset );
        if ( !filterRect.contains( x, y ) )
          skipThisPoint = true;
      }
      if ( !skipThisPoint && filterIsValid )
      {
        // we're always evaluating the last written point in the buffer
        double eval = filterExpression.evaluate( i - skippedPoints );
        if ( !eval || std::isnan( eval ) )
          skipThisPoint = true;
      }
      if ( skipThisPoint )
      {
        // if the point is filtered out, rewind the offset so the next point is written over it
        outputOffset -= requestedPointRecordSize;
        ++skippedPoints;
      }
    }
 
#ifdef QGISDEBUG
    QgsDebugMsgLevel( QStringLiteral( "LAZ-PERF Read through the points in %1 seconds." ).arg( t.elapsed() / 1000. ), 2 );
#endif
    block->setPointCount( count - skippedPoints );
    return block;
  }
  catch ( std::exception &e )
  {
    QgsDebugError( "Error decompressing laz file: " + QString::fromLatin1( e.what() ) );
    return nullptr;
  }
}
 
std::unique_ptr<QgsPointCloudBlock> QgsLazDecoder::decompressLaz( const QString &filename,
    const QgsPointCloudAttributeCollection &requestedAttributes,
    QgsPointCloudExpression &filterExpression, QgsRectangle &filterRect )
{
  std::ifstream file( toNativePath( filename ), std::ios::binary );
 
  return decompressLaz_<std::ifstream>( file, requestedAttributes, filterExpression, filterRect );
}
 
std::unique_ptr<QgsPointCloudBlock> QgsLazDecoder::decompressLaz( const QByteArray &byteArrayData,
    const QgsPointCloudAttributeCollection &requestedAttributes,
    QgsPointCloudExpression &filterExpression, QgsRectangle &filterRect )
{
  std::istringstream file( byteArrayData.toStdString() );
  return decompressLaz_<std::istringstream>( file, requestedAttributes, filterExpression, filterRect );
}
 
std::unique_ptr<QgsPointCloudBlock> QgsLazDecoder::decompressCopc( const QByteArray &data, QgsLazInfo &lazInfo, int32_t pointCount, const QgsPointCloudAttributeCollection &requestedAttributes, QgsPointCloudExpression &filterExpression, QgsRectangle &filterRect )
{
  // COPC only supports point formats 6, 7 and 8
  int lasPointFormat = lazInfo.pointFormat();
  if ( lasPointFormat != 6 && lasPointFormat != 7 && lasPointFormat != 8 )
  {
    QgsDebugError( QStringLiteral( "Unexpected point format record (%1) - only 6, 7, 8 are supported for COPC format" ).arg( lasPointFormat ) );
    return nullptr;
  }
 
  std::unique_ptr<char []> decodedData( new char[ lazInfo.pointRecordLength() ] );
 
  lazperf::reader::chunk_decompressor decompressor( lasPointFormat, lazInfo.extrabytesCount(), data.data() );
 
  const size_t requestedPointRecordSize = requestedAttributes.pointRecordSize();
  QByteArray blockData;
  blockData.resize( requestedPointRecordSize * pointCount );
  char *dataBuffer = blockData.data();
 
  std::size_t outputOffset = 0;
 
  QVector<QgsLazInfo::ExtraBytesAttributeDetails> extrabyteAttributesDetails = lazInfo.extrabytes();
  std::vector< RequestedAttributeDetails > requestedAttributeDetails = prepareRequestedAttributeDetails_( requestedAttributes, extrabyteAttributesDetails );
  std::unique_ptr< QgsPointCloudBlock > block = std::make_unique< QgsPointCloudBlock >(
        pointCount, requestedAttributes,
        blockData, lazInfo.scale(), lazInfo.offset()
      );
 
  int skippedPoints = 0;
  const bool filterIsValid = filterExpression.isValid();
  if ( !filterExpression.prepare( block.get() ) && filterIsValid )
  {
    // skip processing if the expression cannot be prepared
    block->setPointCount( 0 );
    return block;
  }
 
  int xAttributeOffset, yAttributeOffset;
  const QgsPointCloudAttribute *attributeX = nullptr;
  const QgsPointCloudAttribute *attributeY = nullptr;
  const bool hasFilterRect = !filterRect.isEmpty();
  if ( hasFilterRect )
  {
    attributeX = requestedAttributes.find( QLatin1String( "X" ), xAttributeOffset );
    attributeY = requestedAttributes.find( QLatin1String( "Y" ), yAttributeOffset );
    filterRect.setXMinimum( ( filterRect.xMinimum() - lazInfo.offset().x() ) / lazInfo.scale().x() );
    filterRect.setXMaximum( ( filterRect.xMaximum() - lazInfo.offset().x() ) / lazInfo.scale().x() );
    filterRect.setYMinimum( ( filterRect.yMinimum() - lazInfo.offset().y() ) / lazInfo.scale().y() );
    filterRect.setYMaximum( ( filterRect.yMaximum() - lazInfo.offset().y() ) / lazInfo.scale().y() );
  }
  for ( int i = 0 ; i < pointCount; ++i )
  {
    decompressor.decompress( decodedData.get() );
    char *buf = decodedData.get();
 
    decodePoint( buf, lasPointFormat, dataBuffer, outputOffset, requestedAttributeDetails );
 
    // check if point needs to be filtered out
    bool skipThisPoint = false;
 
    if ( hasFilterRect && attributeX && attributeY )
    {
      const double x = attributeX->convertValueToDouble( dataBuffer + outputOffset - requestedPointRecordSize + xAttributeOffset );
      const double y = attributeY->convertValueToDouble( dataBuffer + outputOffset - requestedPointRecordSize + yAttributeOffset );
      if ( !filterRect.contains( x, y ) )
        skipThisPoint = true;
    }
    if ( !skipThisPoint && filterIsValid )
    {
      // we're always evaluating the last written point in the buffer
      double eval = filterExpression.evaluate( i - skippedPoints );
      if ( !eval || std::isnan( eval ) )
        skipThisPoint = true;
    }
    if ( skipThisPoint )
    {
      // if the point is filtered out, rewind the offset so the next point is written over it
      outputOffset -= requestedPointRecordSize;
      ++skippedPoints;
    }
  }
 
  block->setPointCount( pointCount - skippedPoints );
  return block;
}
 
#if defined(_MSC_VER)
std::wstring QgsLazDecoder::toNativePath( const QString &filename )
{
  std::wstring_convert< std::codecvt_utf8_utf16< wchar_t > > converter;
  return converter.from_bytes( filename.toStdString() );
}
#else
std::string QgsLazDecoder::toNativePath( const QString &filename )
{
  return filename.toStdString();
}
#endif