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#include "AmdaResultParser.h"
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#include <Common/DateUtils.h>
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#include <Data/ScalarSeries.h>
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#include <Data/VectorSeries.h>
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#include <QDateTime>
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#include <QFile>
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#include <QRegularExpression>
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#include <cmath>
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Q_LOGGING_CATEGORY(LOG_AmdaResultParser, "AmdaResultParser")
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namespace {
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/// Message in result file when the file was not found on server
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const auto FILE_NOT_FOUND_MESSAGE = QStringLiteral("Not Found");
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/// Separator between values in a result line
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const auto RESULT_LINE_SEPARATOR = QRegularExpression{QStringLiteral("\\s+")};
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// AMDA V2
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// /// Regex to find the header of the data in the file. This header indicates the end of comments
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// in
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// /// the file
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// const auto DATA_HEADER_REGEX = QRegularExpression{QStringLiteral("#\\s*DATA\\s*:")};
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/// Format for dates in result files
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const auto DATE_FORMAT = QStringLiteral("yyyy-MM-ddThh:mm:ss.zzz");
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// AMDA V2
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// /// Regex to find unit in a line. Examples of valid lines:
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// /// ... PARAMETER_UNITS : nT ...
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// /// ... PARAMETER_UNITS:nT ...
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// /// ... PARAMETER_UNITS: m² ...
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// /// ... PARAMETER_UNITS : m/s ...
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// const auto UNIT_REGEX = QRegularExpression{QStringLiteral("\\s*PARAMETER_UNITS\\s*:\\s*(.+)")};
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/// ... - Units : nT - ...
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/// ... -Units:nT- ...
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/// ... -Units: m²- ...
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/// ... - Units : m/s - ...
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const auto UNIT_REGEX = QRegularExpression{QStringLiteral("-\\s*Units\\s*:\\s*(.+?)\\s*-")};
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QDateTime dateTimeFromString(const QString &stringDate) noexcept
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{
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#if QT_VERSION >= QT_VERSION_CHECK(5, 8, 0)
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return QDateTime::fromString(stringDate, Qt::ISODateWithMs);
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#else
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return QDateTime::fromString(stringDate, DATE_FORMAT);
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#endif
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}
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/// Converts a string date to a double date
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/// @return a double that represents the date in seconds, NaN if the string date can't be converted
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double doubleDate(const QString &stringDate) noexcept
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{
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// Format: yyyy-MM-ddThh:mm:ss.zzz
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auto dateTime = dateTimeFromString(stringDate);
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dateTime.setTimeSpec(Qt::UTC);
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return dateTime.isValid() ? DateUtils::secondsSinceEpoch(dateTime)
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: std::numeric_limits<double>::quiet_NaN();
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}
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/// Checks if a line is a comment line
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bool isCommentLine(const QString &line)
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{
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return line.startsWith("#");
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}
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/// @return the number of lines to be read depending on the type of value passed in parameter
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int nbValues(AmdaResultParser::ValueType valueType) noexcept
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{
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switch (valueType) {
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case AmdaResultParser::ValueType::SCALAR:
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return 1;
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case AmdaResultParser::ValueType::VECTOR:
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return 3;
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case AmdaResultParser::ValueType::UNKNOWN:
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// Invalid case
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break;
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}
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// Invalid cases
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qCCritical(LOG_AmdaResultParser())
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<< QObject::tr("Can't get the number of values to read: unsupported type");
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return 0;
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}
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/**
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* Reads stream to retrieve x-axis unit
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* @param stream the stream to read
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* @return the unit that has been read in the stream, a default unit (time unit with no label) if an
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* error occured during reading
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*/
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Unit readXAxisUnit(QTextStream &stream)
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{
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QString line{};
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// Searches unit in the comment lines (as long as the reading has not reached the data header)
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// AMDA V2: while (stream.readLineInto(&line) && !line.contains(DATA_HEADER_REGEX)) {
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while (stream.readLineInto(&line) && isCommentLine(line)) {
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auto match = UNIT_REGEX.match(line);
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if (match.hasMatch()) {
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return Unit{match.captured(1), true};
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}
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}
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qCWarning(LOG_AmdaResultParser()) << QObject::tr("The unit could not be found in the file");
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// Error cases
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return Unit{{}, true};
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}
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/**
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* Reads stream to retrieve results
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* @param stream the stream to read
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* @return the pair of vectors x-axis data/values data that has been read in the stream
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*/
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std::pair<std::vector<double>, std::vector<double> >
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readResults(QTextStream &stream, AmdaResultParser::ValueType valueType)
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{
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auto expectedNbValues = nbValues(valueType) + 1;
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auto xData = std::vector<double>{};
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auto valuesData = std::vector<double>{};
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QString line{};
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// Skip comment lines
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while (stream.readLineInto(&line) && isCommentLine(line)) {
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}
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if (!stream.atEnd()) {
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do {
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auto lineData = line.split(RESULT_LINE_SEPARATOR, QString::SkipEmptyParts);
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if (lineData.size() == expectedNbValues) {
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// X : the data is converted from date to double (in secs)
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auto x = doubleDate(lineData.at(0));
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// Adds result only if x is valid. Then, if value is invalid, it is set to NaN
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if (!std::isnan(x)) {
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xData.push_back(x);
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// Values
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for (auto valueIndex = 1; valueIndex < expectedNbValues; ++valueIndex) {
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auto column = valueIndex;
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bool valueOk;
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auto value = lineData.at(column).toDouble(&valueOk);
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if (!valueOk) {
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qCWarning(LOG_AmdaResultParser())
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<< QObject::tr(
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"Value from (line %1, column %2) is invalid and will be "
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"converted to NaN")
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.arg(line, column);
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value = std::numeric_limits<double>::quiet_NaN();
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}
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valuesData.push_back(value);
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}
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}
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else {
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qCWarning(LOG_AmdaResultParser())
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<< QObject::tr("Can't retrieve results from line %1: x is invalid")
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.arg(line);
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}
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}
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else {
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qCWarning(LOG_AmdaResultParser())
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<< QObject::tr("Can't retrieve results from line %1: invalid line").arg(line);
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}
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} while (stream.readLineInto(&line));
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}
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return std::make_pair(std::move(xData), std::move(valuesData));
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}
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} // namespace
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std::shared_ptr<IDataSeries> AmdaResultParser::readTxt(const QString &filePath,
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ValueType valueType) noexcept
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{
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if (valueType == ValueType::UNKNOWN) {
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qCCritical(LOG_AmdaResultParser())
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<< QObject::tr("Can't retrieve AMDA data: the type of values to be read is unknown");
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return nullptr;
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}
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QFile file{filePath};
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if (!file.open(QFile::ReadOnly | QIODevice::Text)) {
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qCCritical(LOG_AmdaResultParser())
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<< QObject::tr("Can't retrieve AMDA data from file %1: %2")
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.arg(filePath, file.errorString());
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return nullptr;
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}
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QTextStream stream{&file};
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// Checks if the file was found on the server
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auto firstLine = stream.readLine();
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if (firstLine.compare(FILE_NOT_FOUND_MESSAGE) == 0) {
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qCCritical(LOG_AmdaResultParser())
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<< QObject::tr("Can't retrieve AMDA data from file %1: file was not found on server")
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.arg(filePath);
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return nullptr;
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}
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// Reads x-axis unit
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stream.seek(0); // returns to the beginning of the file
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auto xAxisUnit = readXAxisUnit(stream);
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// Reads results
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// AMDA V2: remove line
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stream.seek(0); // returns to the beginning of the file
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auto results = readResults(stream, valueType);
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// Creates data series
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switch (valueType) {
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case ValueType::SCALAR:
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return std::make_shared<ScalarSeries>(std::move(results.first),
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std::move(results.second), xAxisUnit, Unit{});
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case ValueType::VECTOR:
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return std::make_shared<VectorSeries>(std::move(results.first),
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std::move(results.second), xAxisUnit, Unit{});
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case ValueType::UNKNOWN:
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// Invalid case
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break;
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}
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// Invalid cases
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qCCritical(LOG_AmdaResultParser())
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<< QObject::tr("Can't create data series: unsupported value type");
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return nullptr;
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}
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