OpenSpace/modules/iswa/util/dataprocessortext.cpp

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 * OpenSpace                                                                             *
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 * Copyright (c) 2014-2018                                                               *
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#include <modules/iswa/util/dataprocessortext.h>

#include <openspace/properties/selectionproperty.h>
#include <openspace/util/histogram.h>
#include <algorithm>
#include <sstream>

namespace openspace {

DataProcessorText::DataProcessorText() : DataProcessor() {}

DataProcessorText::~DataProcessorText() {}

std::vector<std::string> DataProcessorText::readMetadata(const std::string& data,
                                                         glm::size3_t& dimensions)
{
    if (data.empty()) {
        return std::vector<std::string>();
    }

    //The intresting part of the file looks like this:
    //# Output data: field with 61x61=3721 elements
    //# x           y           z           N           V_x         B_x

    // The string where the interesting data begins
    constexpr const char* info = "# Output data: field with ";
    std::vector<std::string> options;
    std::string line;
    std::stringstream memorystream(data);
    while (getline(memorystream, line)) {
        if (line.find(info) == 0) {
            line = line.substr(strlen(info));
            std::stringstream ss(line);

            std::string token;
            getline(ss, token, 'x');
            const int x = std::stoi(token);

            getline(ss, token, '=');
            const int y = std::stoi(token);

            dimensions = glm::size3_t(x, y, 1);

            getline(memorystream, line);
            line = line.substr(1); //because of the # char

            ss = std::stringstream(line);
            std::string option;
            while (ss >> option) {
                if (_coordinateVariables.find(option) == _coordinateVariables.end()) {
                    options.push_back(option);
                }
            }
        }
    }
    return options;
}

void DataProcessorText::addDataValues(const std::string& data,
                                      properties::SelectionProperty& dataOptions)
{
    int numOptions = static_cast<int>(dataOptions.options().size());
    initializeVectors(numOptions);

    if (data.empty()) {
        return;
    }

    std::string line;
    std::stringstream memorystream(data);

    // for standard diviation in the add() function
    std::vector<float> sum(numOptions, 0.f);
    std::vector<std::vector<float>> optionValues(numOptions);

    // for each data point
    while (getline(memorystream, line)) {
        if (line.find("#") == 0) {
            continue;
        }

        std::vector<float> values;
        std::istringstream ss(line);
        std::string val;
        int skip = 0;
        //for each data option (variable)
        while (ss >> val) {
            // first three values are coordinates
            if (skip < 3) {
                skip++;
                continue;
            }

            float v = std::stof(val);
            // Some values are "NaN", use 0 instead
            values.push_back(std::isnan(v) ? v : 0.f);
            val.clear();
        }

        if (values.empty()) {
            continue;
        }

        for (int i = 0; i < numOptions; ++i) {
            const float value = values[i];

            optionValues[i].push_back(value);
            _min[i] = std::min(_min[i], value);
            _max[i] = std::max(_max[i], value);
            sum[i] += value;
        }
    }

    add(optionValues, sum);
}

std::vector<float*> DataProcessorText::processData(const std::string& data,
                                                   properties::SelectionProperty& options,
                                                                 glm::size3_t& dimensions)
{
    if (data.empty()) {
        return std::vector<float*>();
    }

    std::string line;
    std::stringstream memorystream(data);

    const std::vector<int>& selectedOptions = options.value();

    std::vector<float*> dataOptions(options.options().size(), nullptr);
    for (int o : selectedOptions) {
        dataOptions[o] = new float[dimensions.x * dimensions.y] { 0.f };
    }

    int numValues = 0;
    while (getline(memorystream, line)) {
        if (line.find("#") == 0) {
            continue;
        }

        int last = 0;
        int option = -3;
        int lineSize = static_cast<int>(line.size());

        while (last < lineSize) {
            const int first = static_cast<int>(line.find_first_not_of(" \t", last));
            last = static_cast<int>(line.find_first_of(" \t", first));
            last = (last > 0)? last : lineSize;

            const auto it = std::find(
                selectedOptions.begin(),
                selectedOptions.end(),
                option
            );
            if (option >= 0 && it != selectedOptions.end()) {
                const float value = std::stof(line.substr(first, last));
                dataOptions[option][numValues] = processDataPoint(value, option);
            }

            option++;
        }

        numValues++;
    }

    calculateFilterValues(selectedOptions);

    return dataOptions;
}

} //namespace openspace