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Ensemble surface import and statistics
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/////////////////////////////////////////////////////////////////////////////////
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//
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// Copyright (C) 2021 Equinor ASA
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//
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// ResInsight is free software: you can redistribute it and/or modify
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// it under the terms of the GNU General Public License as published by
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// the Free Software Foundation, either version 3 of the License, or
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// (at your option) any later version.
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//
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// ResInsight is distributed in the hope that it will be useful, but WITHOUT ANY
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// WARRANTY; without even the implied warranty of MERCHANTABILITY or
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// FITNESS FOR A PARTICULAR PURPOSE.
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//
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// See the GNU General Public License at <http://www.gnu.org/licenses/gpl.html>
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// for more details.
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//
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/////////////////////////////////////////////////////////////////////////////////
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#include "RigSurfaceStatisticsCalculator.h"
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#include "RigStatisticsMath.h"
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#include "cafAppEnum.h"
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#include "cafAssert.h"
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#include "cvfObject.h"
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#include <limits>
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namespace caf
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{
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template <>
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void caf::AppEnum<RigSurfaceStatisticsCalculator::StatisticsType>::setUp()
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{
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addItem( RigSurfaceStatisticsCalculator::StatisticsType::MEAN, "MEAN", "Mean" );
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addItem( RigSurfaceStatisticsCalculator::StatisticsType::MIN, "MIN", "Minimum" );
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addItem( RigSurfaceStatisticsCalculator::StatisticsType::MAX, "MAX", "Maximum" );
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addItem( RigSurfaceStatisticsCalculator::StatisticsType::P10, "P10", "P10" );
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addItem( RigSurfaceStatisticsCalculator::StatisticsType::P50, "P50", "P50" );
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addItem( RigSurfaceStatisticsCalculator::StatisticsType::P90, "P90", "P90" );
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setDefault( RigSurfaceStatisticsCalculator::StatisticsType::MEAN );
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}
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}; // namespace caf
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//--------------------------------------------------------------------------------------------------
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///
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//--------------------------------------------------------------------------------------------------
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cvf::ref<RigSurface> RigSurfaceStatisticsCalculator::computeStatistics( const std::vector<cvf::ref<RigSurface>>& surfaces )
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{
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// Need at least one surface to generate statistics
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if ( surfaces.empty() ) return nullptr;
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// Check that the size of all the surfaces are the same
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if ( !areSurfacesSameSize( surfaces ) ) return nullptr;
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size_t vecSize = surfaces[0]->vertices().size();
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std::vector<float> meanValues( vecSize, std::numeric_limits<double>::infinity() );
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std::vector<float> minValues( vecSize, std::numeric_limits<double>::infinity() );
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std::vector<float> maxValues( vecSize, std::numeric_limits<double>::infinity() );
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std::vector<float> p10Values( vecSize, std::numeric_limits<double>::infinity() );
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std::vector<float> p50Values( vecSize, std::numeric_limits<double>::infinity() );
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std::vector<float> p90Values( vecSize, std::numeric_limits<double>::infinity() );
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for ( size_t i = 0; i < vecSize; i++ )
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{
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std::vector<double> samples;
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for ( auto surface : surfaces )
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{
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double z = surface->vertices()[i].z();
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samples.push_back( z );
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}
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double min;
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double max;
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double sum;
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double range;
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double mean;
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double dev;
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RigStatisticsMath::calculateBasicStatistics( samples, &min, &max, &sum, &range, &mean, &dev );
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double p10;
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double p50;
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double p90;
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RigStatisticsMath::calculateStatisticsCurves( samples, &p10, &p50, &p90, &mean );
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// TODO: improve handling of these cases
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auto makeValid = []( double val ) {
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if ( std::isinf( val ) || std::isnan( val ) ) return 0.0;
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return val;
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};
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meanValues[i] = makeValid( mean );
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minValues[i] = makeValid( min );
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maxValues[i] = makeValid( max );
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p10Values[i] = makeValid( p10 );
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p50Values[i] = makeValid( p50 );
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p90Values[i] = makeValid( p90 );
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}
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cvf::ref<RigSurface> statSurface = cvf::make_ref<RigSurface>();
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statSurface->setTriangleData( surfaces[0]->triangleIndices(), surfaces[0]->vertices() );
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auto enumToText = []( auto statisticsType ) { return caf::AppEnum<StatisticsType>::text( statisticsType ); };
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statSurface->addVerticeResult( enumToText( StatisticsType::MEAN ), meanValues );
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statSurface->addVerticeResult( enumToText( StatisticsType::MIN ), minValues );
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statSurface->addVerticeResult( enumToText( StatisticsType::MAX ), maxValues );
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statSurface->addVerticeResult( enumToText( StatisticsType::P10 ), p10Values );
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statSurface->addVerticeResult( enumToText( StatisticsType::P50 ), p50Values );
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statSurface->addVerticeResult( enumToText( StatisticsType::P90 ), p90Values );
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return statSurface;
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}
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//--------------------------------------------------------------------------------------------------
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///
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//--------------------------------------------------------------------------------------------------
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bool RigSurfaceStatisticsCalculator::areSurfacesSameSize( const std::vector<cvf::ref<RigSurface>>& surfaces )
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{
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CAF_ASSERT( !surfaces.empty() );
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size_t vecSize = surfaces[0]->vertices().size();
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for ( auto surface : surfaces )
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{
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if ( vecSize != surface->vertices().size() ) return false;
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}
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return true;
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}
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