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83848fb2a8
This was requested on the mailing list and it makes sense to have it. Of course, not all charts make sense: e.g. a plot dive-# vs. count is a bit redundant... Sadly, this can't use the generic IntRangeBinner, because dive-#s start at 1, not 0. Suggested-by: Christof Arnosti <charno@charno.ch> Signed-off-by: Berthold Stoeger <bstoeger@mail.tuwien.ac.at>
1857 lines
58 KiB
C++
1857 lines
58 KiB
C++
// SPDX-License-Identifier: GPL-2.0
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#include "statsvariables.h"
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#include "statstranslations.h"
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#include "core/dive.h"
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#include "core/divemode.h"
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#include "core/divesite.h"
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#include "core/gas.h"
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#include "core/pref.h"
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#include "core/qthelper.h" // for get_depth_unit() et al.
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#include "core/string-format.h"
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#include "core/subsurface-time.h"
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#include <cmath>
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#include <limits>
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#include <QLocale>
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#if QT_VERSION >= QT_VERSION_CHECK(5, 14, 0)
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#define SKIP_EMPTY Qt::SkipEmptyParts
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#else
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#define SKIP_EMPTY QString::SkipEmptyParts
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#endif
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static const constexpr double NaN = std::numeric_limits<double>::quiet_NaN();
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// Typedefs for year / quarter or month binners
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using year_quarter = std::pair<unsigned short, unsigned short>;
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using year_month = std::pair<unsigned short, unsigned short>;
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// Small helper template: add an item to an unsorted vector, if its not already there.
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template<typename T>
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static void add_to_vector_unique(std::vector<T> &v, const T &item)
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{
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if (std::find(v.begin(), v.end(), item) == v.end())
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v.push_back(item);
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}
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// Small helper: make a comma separeted list of a vector of QStrings
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static QString join_strings(const std::vector<QString> &v)
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{
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QString res;
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for (const QString &s: v) {
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if (!res.isEmpty())
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res += ", ";
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res += s;
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}
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return res;
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}
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// Note: usually I dislike functions defined inside class/struct
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// declarations ("Java style"). However, for brevity this is done
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// in this rather template-heavy source file more or less consistently.
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// Templates to define invalid values for variables and test for said values.
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// This is used by the binners: returning such a value means "ignore this dive".
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template<typename T> T invalid_value();
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template<> int invalid_value<int>()
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{
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return std::numeric_limits<int>::max();
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}
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template<> double invalid_value<double>()
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{
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return std::numeric_limits<double>::quiet_NaN();
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}
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template<> QString invalid_value<QString>()
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{
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return QString();
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}
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template<> StatsQuartiles invalid_value<StatsQuartiles>()
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{
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double NaN = std::numeric_limits<double>::quiet_NaN();
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return { NaN, NaN, NaN, NaN, NaN };
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}
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static bool is_invalid_value(int i)
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{
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return i == std::numeric_limits<int>::max();
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}
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static bool is_invalid_value(double d)
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{
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return std::isnan(d);
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}
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static bool is_invalid_value(const QString &s)
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{
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return s.isEmpty();
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}
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// Currently, we don't support invalid dates - should we?
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static bool is_invalid_value(const year_quarter &)
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{
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return false;
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}
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static bool is_invalid_value(const dive_site *d)
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{
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return !d;
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}
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static bool is_invalid_value(const StatsOperationResults &res)
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{
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return !res.isValid();
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}
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// Describes a gas-content bin. Since we consider O2 and He, these bins
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// are effectively two-dimensional. However, they are given a linear order
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// by sorting lexicographically.
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// This is different from the general type of the gas, which is defined in
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// gas.h as the gastype enum. The latter does not bin by fine-grained
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// percentages.
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struct gas_bin_t {
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// Depending on the gas content, we format the bins differently.
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// Eg. in the absence of helium and inreased oxygen, the bin is
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// formatted as "EAN32". The format is specified by the type enum.
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enum class Type {
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Air,
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Oxygen,
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EAN,
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Trimix
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} type;
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int o2, he;
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static gas_bin_t air() {
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return { Type::Air, 0, 0 };
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}
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static gas_bin_t oxygen() {
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return { Type::Oxygen, 0, 0 };
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}
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static gas_bin_t ean(int o2) {
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return { Type::EAN, o2, 0 };
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}
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static gas_bin_t trimix(int o2, int h2) {
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return { Type::Trimix, o2, h2 };
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}
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};
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// We never generate gas_bins of invalid gases.
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static bool is_invalid_value(const gas_bin_t &)
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{
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return false;
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}
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static bool is_invalid_value(const std::vector<StatsValue> &v)
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{
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return v.empty();
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}
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static bool is_invalid_value(const StatsQuartiles &q)
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{
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return std::isnan(q.min);
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}
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bool StatsQuartiles::isValid() const
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{
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return !is_invalid_value(*this);
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}
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// Define an ordering for gas types
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// invalid < air < ean (including oxygen) < trimix
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// The latter two are sorted by (helium, oxygen)
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// This is in analogy to the global get_dive_gas() function.
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static bool operator<(const gas_bin_t &t1, const gas_bin_t &t2)
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{
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if (t1.type != t2.type)
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return (int)t1.type < (int)t2.type;
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switch (t1.type) {
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default:
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case gas_bin_t::Type::Oxygen:
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case gas_bin_t::Type::Air:
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return false;
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case gas_bin_t::Type::EAN:
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return t1.o2 < t2.o2;
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case gas_bin_t::Type::Trimix:
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return std::tie(t1.o2, t1.he) < std::tie(t2.o2, t2.he);
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}
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}
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static bool operator==(const gas_bin_t &t1, const gas_bin_t &t2)
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{
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return std::tie(t1.type, t1.o2, t1.he) ==
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std::tie(t2.type, t2.o2, t2.he);
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}
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static bool operator!=(const gas_bin_t &t1, const gas_bin_t &t2)
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{
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return !operator==(t1, t2);
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}
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// First, let's define the virtual destructors of our base classes
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StatsBin::~StatsBin()
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{
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}
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StatsBinner::~StatsBinner()
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{
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}
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QString StatsBinner::unitSymbol() const
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{
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return QString();
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}
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StatsVariable::~StatsVariable()
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{
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}
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QString StatsBinner::name() const
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{
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return QStringLiteral("N/A"); // Some dummy string that should never reach the UI
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}
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QString StatsBinner::formatWithUnit(const StatsBin &bin) const
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{
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QString unit = unitSymbol();
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QString name = format(bin);
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return unit.isEmpty() ? name : QStringLiteral("%1 %2").arg(name, unit);
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}
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QString StatsBinner::formatLowerBound(const StatsBin &bin) const
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{
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return QStringLiteral("N/A"); // Some dummy string that should never reach the UI
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}
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QString StatsBinner::formatUpperBound(const StatsBin &bin) const
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{
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return QStringLiteral("N/A"); // Some dummy string that should never reach the UI
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}
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double StatsBinner::lowerBoundToFloat(const StatsBin &bin) const
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{
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return 0.0;
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}
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double StatsBinner::upperBoundToFloat(const StatsBin &bin) const
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{
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return 0.0;
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}
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bool StatsBinner::preferBin(const StatsBin &bin) const
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{
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return true;
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}
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// Default implementation for discrete variables: there are no bins between discrete bins.
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std::vector<StatsBinPtr> StatsBinner::bins_between(const StatsBin &bin1, const StatsBin &bin2) const
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{
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return {};
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}
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QString StatsVariable::unitSymbol() const
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{
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return {};
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}
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QString StatsVariable::diveCategories(const dive *) const
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{
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return QString();
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}
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int StatsVariable::decimals() const
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{
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return 0;
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}
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double StatsVariable::toFloat(const dive *d) const
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{
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return invalid_value<double>();
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}
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QString StatsVariable::nameWithUnit() const
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{
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QString s = name();
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QString symb = unitSymbol();
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return symb.isEmpty() ? s : QStringLiteral("%1 [%2]").arg(s, symb);
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}
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QString StatsVariable::nameWithBinnerUnit(const StatsBinner &binner) const
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{
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QString s = name();
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QString symb = binner.unitSymbol();
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return symb.isEmpty() ? s : QStringLiteral("%1 [%2]").arg(s, symb);
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}
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const StatsBinner *StatsVariable::getBinner(int idx) const
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{
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std::vector<const StatsBinner *> b = binners();
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if (b.empty())
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return nullptr;
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return idx >= 0 && idx < (int)b.size() ? b[idx] : b[0];
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}
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std::vector<StatsOperation> StatsVariable::supportedOperations() const
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{
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return {};
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}
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// Attn: The order must correspond to the StatsOperation enum
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static const char *operation_names[] = {
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QT_TRANSLATE_NOOP("StatsTranslations", "Median"),
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QT_TRANSLATE_NOOP("StatsTranslations", "Mean"),
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QT_TRANSLATE_NOOP("StatsTranslations", "Time-weighted mean"),
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QT_TRANSLATE_NOOP("StatsTranslations", "Sum")
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};
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QStringList StatsVariable::supportedOperationNames() const
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{
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std::vector<StatsOperation> ops = supportedOperations();
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QStringList res;
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res.reserve(ops.size());
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for (StatsOperation op: ops)
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res.push_back(operationName(op));
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return res;
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}
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StatsOperation StatsVariable::idxToOperation(int idx) const
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{
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std::vector<StatsOperation> ops = supportedOperations();
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if (ops.empty()) {
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qWarning("Stats variable %s does not support operations", qPrintable(name()));
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return StatsOperation::Median; // oops!
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}
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return idx < 0 || idx >= (int)ops.size() ? ops[0] : ops[idx];
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}
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QString StatsVariable::operationName(StatsOperation op)
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{
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int idx = (int)op;
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return idx < 0 || idx >= (int)std::size(operation_names) ? QString()
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: operation_names[(int)op];
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}
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double StatsVariable::mean(const std::vector<dive *> &dives) const
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{
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StatsOperationResults res = applyOperations(dives);
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return res.isValid() ? res.mean : invalid_value<double>();
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}
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std::vector<StatsValue> StatsVariable::values(const std::vector<dive *> &dives) const
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{
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std::vector<StatsValue> vec;
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vec.reserve(dives.size());
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for (dive *d: dives) {
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double v = toFloat(d);
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if (!is_invalid_value(v))
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vec.push_back({ v, d });
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}
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std::sort(vec.begin(), vec.end(),
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[](const StatsValue &v1, const StatsValue &v2)
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{ return v1.v < v2.v; });
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return vec;
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}
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QString StatsVariable::valueWithUnit(const dive *d) const
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{
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QLocale loc;
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double v = toFloat(d);
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if (is_invalid_value(v))
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return QStringLiteral("-");
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return QString("%1 %2").arg(loc.toString(v, 'f', decimals()),
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unitSymbol());
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}
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// Small helper to calculate quartiles - section of intervals of
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// two consecutive elements in a vector. It's not strictly correct
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// to interpolate linearly. However, on the one hand we don't know
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// the actual distribution, on the other hand for a discrete
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// distribution the quartiles are ranges. So what should we do?
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static double q1(const StatsValue *v)
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{
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return (3.0*v[0].v + v[1].v) / 4.0;
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}
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static double q2(const StatsValue *v)
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{
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return (v[0].v + v[1].v) / 2.0;
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}
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static double q3(const StatsValue *v)
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{
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return (v[0].v + 3.0*v[1].v) / 4.0;
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}
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StatsQuartiles StatsVariable::quartiles(const std::vector<dive *> &dives) const
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{
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return quartiles(values(dives));
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}
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// This expects the value vector to be sorted!
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StatsQuartiles StatsVariable::quartiles(const std::vector<StatsValue> &vec)
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{
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size_t s = vec.size();
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if (s == 0)
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return invalid_value<StatsQuartiles>();
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switch (s % 4) {
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default:
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// gcc doesn't recognize that we catch all possible values. disappointing.
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case 0:
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return { vec[0].v, q3(&vec[s/4 - 1]), q2(&vec[s/2 - 1]), q1(&vec[s - s/4 - 1]), vec[s - 1].v };
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case 1:
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return { vec[0].v, vec[s/4].v, vec[s/2].v, vec[s - s/4 - 1].v, vec[s - 1].v };
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case 2:
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return { vec[0].v, q1(&vec[s/4]), q2(&vec[s/2 - 1]), q3(&vec[s - s/4 - 2]), vec[s - 1].v };
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case 3:
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return { vec[0].v, q2(&vec[s/4]), vec[s/2].v, q2(&vec[s - s/4 - 2]), vec[s - 1].v };
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}
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}
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StatsOperationResults StatsVariable::applyOperations(const std::vector<dive *> &dives) const
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{
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StatsOperationResults res;
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std::vector<StatsValue> val = values(dives);
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double sumTime = 0.0;
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res.count = (int)val.size();
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res.median = quartiles(val).q2;
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if (res.count <= 0)
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return res;
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for (auto [v, d]: val) {
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res.sum += v;
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res.mean += v;
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sumTime += d->duration.seconds;
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res.timeWeightedMean += v * d->duration.seconds;
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}
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res.mean /= res.count;
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res.timeWeightedMean /= sumTime;
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return res;
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}
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StatsOperationResults::StatsOperationResults() :
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count(0), median(0.0), mean(0.0), timeWeightedMean(0.0), sum(0.0)
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{
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}
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bool StatsOperationResults::isValid() const
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{
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return count > 0;
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}
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double StatsOperationResults::get(StatsOperation op) const
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{
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switch (op) {
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case StatsOperation::Median: return median;
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case StatsOperation::Mean: return mean;
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case StatsOperation::TimeWeightedMean: return timeWeightedMean;
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case StatsOperation::Sum: return sum;
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case StatsOperation::Invalid:
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default: return invalid_value<double>();
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}
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}
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std::vector<StatsScatterItem> StatsVariable::scatter(const StatsVariable &t2, const std::vector<dive *> &dives) const
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{
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std::vector<StatsScatterItem> res;
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res.reserve(dives.size());
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for (dive *d: dives) {
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double v1 = toFloat(d);
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double v2 = t2.toFloat(d);
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if (is_invalid_value(v1) || is_invalid_value(v2))
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continue;
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res.push_back({ v1, v2, d });
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}
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std::sort(res.begin(), res.end(),
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[](const StatsScatterItem &i1, const StatsScatterItem &i2)
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{ return std::tie(i1.x, i1.y) < std::tie(i2.x, i2.y); }); // use std::tie() for lexicographical comparison
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return res;
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}
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template <typename T, typename DivesToValueFunc>
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std::vector<StatsBinValue<T>> bin_convert(const StatsVariable &variable, const StatsBinner &binner, const std::vector<dive *> &dives,
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bool fill_empty, DivesToValueFunc func)
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{
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std::vector<StatsBinDives> bin_dives = binner.bin_dives(dives, fill_empty);
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std::vector<StatsBinValue<T>> res;
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res.reserve(bin_dives.size());
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for (auto &[bin, dives]: bin_dives) {
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T v = func(dives);
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if (is_invalid_value(v) && (res.empty() || !fill_empty))
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continue;
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res.push_back({ std::move(bin), v });
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}
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if (res.empty())
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return res;
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// Check if we added invalid items at the end.
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// Note: we added at least one valid item.
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auto it = res.end() - 1;
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while (it != res.begin() && is_invalid_value(it->value))
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--it;
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res.erase(it + 1, res.end());
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return res;
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}
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std::vector<StatsBinQuartiles> StatsVariable::bin_quartiles(const StatsBinner &binner, const std::vector<dive *> &dives, bool fill_empty) const
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{
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return bin_convert<StatsQuartiles>(*this, binner, dives, fill_empty,
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[this](const std::vector<dive *> &d) { return quartiles(d); });
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}
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std::vector<StatsBinOp> StatsVariable::bin_operations(const StatsBinner &binner, const std::vector<dive *> &dives, bool fill_empty) const
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{
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return bin_convert<StatsOperationResults>(*this, binner, dives, fill_empty,
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[this](const std::vector<dive *> &d) { return applyOperations(d); });
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}
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std::vector<StatsBinValues> StatsVariable::bin_values(const StatsBinner &binner, const std::vector<dive *> &dives, bool fill_empty) const
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{
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return bin_convert<std::vector<StatsValue>>(*this, binner, dives, fill_empty,
|
||
[this](const std::vector<dive *> &d) { return values(d); });
|
||
}
|
||
|
||
// Silly template, which spares us defining type() member functions.
|
||
template<StatsVariable::Type t>
|
||
struct StatsVariableTemplate : public StatsVariable {
|
||
Type type() const override { return t; }
|
||
};
|
||
|
||
// A simple bin that is based on copyable value and can be initialized from
|
||
// that value. This template spares us from writing one-line constructors.
|
||
template<typename Type>
|
||
struct SimpleBin : public StatsBin {
|
||
Type value;
|
||
SimpleBin(const Type &v) : value(v) { }
|
||
|
||
// This must not be called for different types. It will crash with an exception.
|
||
bool operator<(StatsBin &b) const {
|
||
return value < dynamic_cast<SimpleBin &>(b).value;
|
||
}
|
||
|
||
bool operator==(StatsBin &b) const {
|
||
return value == dynamic_cast<SimpleBin &>(b).value;
|
||
}
|
||
};
|
||
using IntBin = SimpleBin<int>;
|
||
using StringBin = SimpleBin<QString>;
|
||
using GasTypeBin = SimpleBin<gas_bin_t>;
|
||
|
||
// A general binner template that works on trivial bins that are based
|
||
// on a type that is equality and less-than comparable. The derived class
|
||
// must possess:
|
||
// - A to_bin_value() function that turns a dive into a value from
|
||
// which the bins can be constructed.
|
||
// - A lowerBoundToFloatBase() function that turns the value form
|
||
// into a double which is understood by the StatsVariable.
|
||
// The bins must possess:
|
||
// - A member variable "value" of the type it is constructed with.
|
||
// Note: this uses the curiously recurring template pattern, which I
|
||
// dislike, but it is the easiest thing for now.
|
||
template<typename Binner, typename Bin>
|
||
struct SimpleBinner : public StatsBinner {
|
||
public:
|
||
using Type = decltype(Bin::value);
|
||
std::vector<StatsBinDives> bin_dives(const std::vector<dive *> &dives, bool fill_empty) const override;
|
||
std::vector<StatsBinCount> count_dives(const std::vector<dive *> &dives, bool fill_empty) const override;
|
||
const Binner &derived() const {
|
||
return static_cast<const Binner &>(*this);
|
||
}
|
||
const Bin &derived_bin(const StatsBin &bin) const {
|
||
return dynamic_cast<const Bin &>(bin);
|
||
}
|
||
};
|
||
|
||
// Wrapper around std::lower_bound that searches for a value in a
|
||
// vector of pairs. Comparison is made with the first element of the pair.
|
||
// std::lower_bound does a binary search and this is used to keep a
|
||
// vector in ascending order.
|
||
template<typename T1, typename T2>
|
||
auto pair_lower_bound(std::vector<std::pair<T1, T2>> &v, const T1 &value)
|
||
{
|
||
return std::lower_bound(v.begin(), v.end(), value,
|
||
[] (const std::pair<T1, T2> &entry, const T1 &value) {
|
||
return entry.first < value;
|
||
});
|
||
}
|
||
|
||
// Register a dive in a (bin_value, value) pair. The second value can be
|
||
// anything, for example a count or a list of dives. If the bin does not
|
||
// exist, it is created. The add_dive_func() function increase the second
|
||
// value accordingly.
|
||
template<typename BinValueType, typename ValueType, typename AddDiveFunc>
|
||
void register_bin_value(std::vector<std::pair<BinValueType, ValueType>> &v,
|
||
const BinValueType &bin,
|
||
AddDiveFunc add_dive_func)
|
||
{
|
||
// Does that value already exist?
|
||
auto it = pair_lower_bound(v, bin);
|
||
if (it == v.end() || it->first != bin)
|
||
it = v.insert(it, { bin, ValueType() }); // Bin does not exist -> insert at proper location.
|
||
add_dive_func(it->second); // Register dive
|
||
}
|
||
|
||
// Turn a (bin-value, value)-pair vector into a (bin, value)-pair vector.
|
||
// The values are moved out of the first vectors.
|
||
// If fill_empty is true, missing bins will be completed with a default constructed
|
||
// value.
|
||
template<typename Bin, typename Binner, typename BinValueType, typename ValueType>
|
||
std::vector<StatsBinValue<ValueType>>
|
||
value_vector_to_bin_vector(const Binner &binner, std::vector<std::pair<BinValueType, ValueType>> &value_bins,
|
||
bool fill_empty)
|
||
{
|
||
std::vector<StatsBinValue<ValueType>> res;
|
||
res.reserve(value_bins.size());
|
||
for (const auto &[bin_value, value]: value_bins) {
|
||
StatsBinPtr b = std::make_unique<Bin>(bin_value);
|
||
if (fill_empty && !res.empty()) {
|
||
// Add empty bins, if any
|
||
for (StatsBinPtr &bin: binner.bins_between(*res.back().bin, *b))
|
||
res.push_back({ std::move(bin), ValueType() });
|
||
}
|
||
res.push_back({ std::move(b), std::move(value)});
|
||
}
|
||
return res;
|
||
}
|
||
|
||
template<typename Binner, typename Bin>
|
||
std::vector<StatsBinDives> SimpleBinner<Binner, Bin>::bin_dives(const std::vector<dive *> &dives, bool fill_empty) const
|
||
{
|
||
// First, collect a value / dives vector and then produce the final vector
|
||
// out of that. I wonder if that is premature optimization?
|
||
using Pair = std::pair<Type, std::vector<dive *>>;
|
||
std::vector<Pair> value_bins;
|
||
for (dive *d: dives) {
|
||
Type value = derived().to_bin_value(d);
|
||
if (is_invalid_value(value))
|
||
continue;
|
||
register_bin_value(value_bins, value,
|
||
[d](std::vector<dive *> &v) { v.push_back(d); });
|
||
}
|
||
|
||
// Now, turn that into our result array with allocated bin objects.
|
||
return value_vector_to_bin_vector<Bin>(*this, value_bins, fill_empty);
|
||
}
|
||
|
||
template<typename Binner, typename Bin>
|
||
std::vector<StatsBinCount> SimpleBinner<Binner, Bin>::count_dives(const std::vector<dive *> &dives, bool fill_empty) const
|
||
{
|
||
// First, collect a value / counts vector and then produce the final vector
|
||
// out of that. I wonder if that is premature optimization?
|
||
using Pair = std::pair<Type, int>;
|
||
std::vector<Pair> value_bins;
|
||
for (const dive *d: dives) {
|
||
Type value = derived().to_bin_value(d);
|
||
if (is_invalid_value(value))
|
||
continue;
|
||
register_bin_value(value_bins, value, [](int &i){ ++i; });
|
||
}
|
||
|
||
// Now, turn that into our result array with allocated bin objects.
|
||
return value_vector_to_bin_vector<Bin>(*this, value_bins, fill_empty);
|
||
}
|
||
|
||
// A simple binner (see above) that works on continuous (or numeric) variables
|
||
// and can return bin-ranges. The binner must implement an inc() function
|
||
// that turns a bin into the next-higher bin.
|
||
template<typename Binner, typename Bin>
|
||
struct SimpleContinuousBinner : public SimpleBinner<Binner, Bin>
|
||
{
|
||
using SimpleBinner<Binner, Bin>::derived;
|
||
std::vector<StatsBinPtr> bins_between(const StatsBin &bin1, const StatsBin &bin2) const override;
|
||
|
||
// By default the value gives the lower bound, so the format is the same
|
||
QString formatLowerBound(const StatsBin &bin) const override {
|
||
return derived().format(bin);
|
||
}
|
||
|
||
// For the upper bound, simply go to the next bin
|
||
QString formatUpperBound(const StatsBin &bin) const override {
|
||
Bin b = SimpleBinner<Binner,Bin>::derived_bin(bin);
|
||
derived().inc(b);
|
||
return formatLowerBound(b);
|
||
}
|
||
|
||
// Cast to base value type so that the derived class doesn't have to do it
|
||
double lowerBoundToFloat(const StatsBin &bin) const override {
|
||
const Bin &b = SimpleBinner<Binner,Bin>::derived_bin(bin);
|
||
return derived().lowerBoundToFloatBase(b.value);
|
||
}
|
||
|
||
// For the upper bound, simply go to the next bin
|
||
double upperBoundToFloat(const StatsBin &bin) const override {
|
||
Bin b = SimpleBinner<Binner,Bin>::derived_bin(bin);
|
||
derived().inc(b);
|
||
return derived().lowerBoundToFloatBase(b.value);
|
||
}
|
||
};
|
||
|
||
// A continuous binner, where the bin is based on an integer value
|
||
// and subsequent bins are adjacent integers.
|
||
template<typename Binner, typename Bin>
|
||
struct IntBinner : public SimpleContinuousBinner<Binner, Bin>
|
||
{
|
||
void inc(Bin &bin) const {
|
||
++bin.value;
|
||
}
|
||
};
|
||
|
||
// An integer based binner, where each bin represents an integer
|
||
// range with a fixed size.
|
||
template<typename Binner, typename Bin>
|
||
struct IntRangeBinner : public IntBinner<Binner, Bin> {
|
||
int bin_size;
|
||
IntRangeBinner(int size)
|
||
: bin_size(size)
|
||
{
|
||
}
|
||
QString format(const StatsBin &bin) const override {
|
||
int value = IntBinner<Binner, Bin>::derived_bin(bin).value;
|
||
QLocale loc;
|
||
return StatsTranslations::tr("%1–%2").arg(loc.toString(value * bin_size),
|
||
loc.toString((value + 1) * bin_size));
|
||
}
|
||
QString formatLowerBound(const StatsBin &bin) const override {
|
||
int value = IntBinner<Binner, Bin>::derived_bin(bin).value;
|
||
return QStringLiteral("%L1").arg(value * bin_size);
|
||
}
|
||
double lowerBoundToFloatBase(int value) const {
|
||
return static_cast<double>(value * bin_size);
|
||
}
|
||
};
|
||
|
||
template<typename Binner, typename Bin>
|
||
std::vector<StatsBinPtr> SimpleContinuousBinner<Binner, Bin>::bins_between(const StatsBin &bin1, const StatsBin &bin2) const
|
||
{
|
||
const Bin &b1 = SimpleBinner<Binner,Bin>::derived_bin(bin1);
|
||
const Bin &b2 = SimpleBinner<Binner,Bin>::derived_bin(bin2);
|
||
std::vector<StatsBinPtr> res;
|
||
Bin act = b1;
|
||
derived().inc(act);
|
||
while (act.value < b2.value) {
|
||
res.push_back(std::make_unique<Bin>(act));
|
||
derived().inc(act);
|
||
}
|
||
return res;
|
||
}
|
||
|
||
// A binner template for discrete variables that where each dive can belong to
|
||
// multiple bins. The bin-type must be less-than comparable. The derived class
|
||
// must possess:
|
||
// - A to_bin_values() function that turns a dive into a value from
|
||
// which the bins can be constructed.
|
||
// The bins must possess:
|
||
// - A member variable "value" of the type it is constructed with.
|
||
template<typename Binner, typename Bin>
|
||
struct MultiBinner : public StatsBinner {
|
||
public:
|
||
using Type = decltype(Bin::value);
|
||
std::vector<StatsBinDives> bin_dives(const std::vector<dive *> &dives, bool fill_empty) const override;
|
||
std::vector<StatsBinCount> count_dives(const std::vector<dive *> &dives, bool fill_empty) const override;
|
||
const Binner &derived() const {
|
||
return static_cast<const Binner &>(*this);
|
||
}
|
||
const Bin &derived_bin(const StatsBin &bin) const {
|
||
return dynamic_cast<const Bin &>(bin);
|
||
}
|
||
};
|
||
|
||
template<typename Binner, typename Bin>
|
||
std::vector<StatsBinDives> MultiBinner<Binner, Bin>::bin_dives(const std::vector<dive *> &dives, bool) const
|
||
{
|
||
// First, collect a value / dives vector and then produce the final vector
|
||
// out of that. I wonder if that is premature optimization?
|
||
using Pair = std::pair<Type, std::vector<dive *>>;
|
||
std::vector<Pair> value_bins;
|
||
for (dive *d: dives) {
|
||
for (const Type &val: derived().to_bin_values(d)) {
|
||
if (is_invalid_value(val))
|
||
continue;
|
||
register_bin_value(value_bins, val,
|
||
[d](std::vector<dive *> &v) { v.push_back(d); });
|
||
}
|
||
}
|
||
|
||
// Now, turn that into our result array with allocated bin objects.
|
||
return value_vector_to_bin_vector<Bin>(*this, value_bins, false);
|
||
}
|
||
|
||
template<typename Binner, typename Bin>
|
||
std::vector<StatsBinCount> MultiBinner<Binner, Bin>::count_dives(const std::vector<dive *> &dives, bool) const
|
||
{
|
||
// First, collect a value / counts vector and then produce the final vector
|
||
// out of that. I wonder if that is premature optimization?
|
||
using Pair = std::pair<Type, int>;
|
||
std::vector<Pair> value_bins;
|
||
for (const dive *d: dives) {
|
||
for (const Type &s: derived().to_bin_values(d)) {
|
||
if (is_invalid_value(s))
|
||
continue;
|
||
register_bin_value(value_bins, s, [](int &i){ ++i; });
|
||
}
|
||
}
|
||
|
||
// Now, turn that into our result array with allocated bin objects.
|
||
return value_vector_to_bin_vector<Bin>(*this, value_bins, false);
|
||
}
|
||
|
||
// A binner that works on string-based bins whereby each dive can
|
||
// produce multiple strings (e.g. dive buddies). The binner must
|
||
// feature a to_bin_values() function that produces a vector of
|
||
// QStrings and bins that can be constructed from QStrings.
|
||
// Other than that, see SimpleBinner.
|
||
template<typename Binner, typename Bin>
|
||
struct StringBinner : public MultiBinner<Binner, Bin> {
|
||
public:
|
||
QString format(const StatsBin &bin) const override {
|
||
return dynamic_cast<const Bin &>(bin).value;
|
||
}
|
||
};
|
||
|
||
// ============ The date of the dive by year, quarter or month ============
|
||
// (Note that calendar week is defined differently in different parts of the world and therefore omitted for now)
|
||
|
||
double date_to_double(int year, int month, int day)
|
||
{
|
||
struct tm tm = { 0 };
|
||
tm.tm_year = year;
|
||
tm.tm_mon = month;
|
||
tm.tm_mday = day;
|
||
timestamp_t t = utc_mktime(&tm);
|
||
return t / 86400.0; // Turn seconds since 1970 to days since 1970, if that makes sense...?
|
||
}
|
||
|
||
struct DateYearBinner : public IntBinner<DateYearBinner, IntBin> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Yearly");
|
||
}
|
||
QString format(const StatsBin &bin) const override {
|
||
return QString::number(derived_bin(bin).value);
|
||
}
|
||
int to_bin_value(const dive *d) const {
|
||
return utc_year(d->when);
|
||
}
|
||
double lowerBoundToFloatBase(int year) const {
|
||
return date_to_double(year, 0, 0);
|
||
}
|
||
};
|
||
|
||
using DateQuarterBin = SimpleBin<year_quarter>;
|
||
|
||
struct DateQuarterBinner : public SimpleContinuousBinner<DateQuarterBinner, DateQuarterBin> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Quarterly");
|
||
}
|
||
QString format(const StatsBin &bin) const override {
|
||
year_quarter value = derived_bin(bin).value;
|
||
return StatsTranslations::tr("%1 Q%2").arg(QString::number(value.first),
|
||
QString::number(value.second));
|
||
}
|
||
// As histogram axis: show full year for new years and then Q2, Q3, Q4.
|
||
QString formatLowerBound(const StatsBin &bin) const override {
|
||
year_quarter value = derived_bin(bin).value;
|
||
return value.second == 1
|
||
? QString::number(value.first)
|
||
: StatsTranslations::tr("Q%1").arg(QString::number(value.second));
|
||
}
|
||
double lowerBoundToFloatBase(year_quarter value) const {
|
||
return date_to_double(value.first, (value.second - 1) * 3, 0);
|
||
}
|
||
// Prefer bins that show full years
|
||
bool preferBin(const StatsBin &bin) const override {
|
||
year_quarter value = derived_bin(bin).value;
|
||
return value.second == 1;
|
||
}
|
||
year_quarter to_bin_value(const dive *d) const {
|
||
struct tm tm;
|
||
utc_mkdate(d->when, &tm);
|
||
|
||
int year = tm.tm_year;
|
||
switch (tm.tm_mon) {
|
||
case 0 ... 2: return { year, 1 };
|
||
case 3 ... 5: return { year, 2 };
|
||
case 6 ... 8: return { year, 3 };
|
||
default: return { year, 4 };
|
||
}
|
||
}
|
||
void inc(DateQuarterBin &bin) const {
|
||
if (++bin.value.second > 4) {
|
||
bin.value.second = 1;
|
||
++bin.value.first;
|
||
}
|
||
}
|
||
};
|
||
|
||
using DateMonthBin = SimpleBin<year_month>;
|
||
|
||
struct DateMonthBinner : public SimpleContinuousBinner<DateMonthBinner, DateMonthBin> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Monthly");
|
||
}
|
||
QString format(const StatsBin &bin) const override {
|
||
year_month value = derived_bin(bin).value;
|
||
return QString("%1 %2").arg(monthname(value.second), QString::number(value.first));
|
||
}
|
||
// In histograms, output year for fill years, month otherwise
|
||
QString formatLowerBound(const StatsBin &bin) const override {
|
||
year_month value = derived_bin(bin).value;
|
||
return value.second == 0 ? QString::number(value.first)
|
||
: QString(monthname(value.second));
|
||
}
|
||
double lowerBoundToFloatBase(year_quarter value) const {
|
||
return date_to_double(value.first, value.second, 0);
|
||
}
|
||
// Prefer bins that show full years
|
||
bool preferBin(const StatsBin &bin) const override {
|
||
year_month value = derived_bin(bin).value;
|
||
return value.second == 0;
|
||
}
|
||
year_month to_bin_value(const dive *d) const {
|
||
struct tm tm;
|
||
utc_mkdate(d->when, &tm);
|
||
return { tm.tm_year, tm.tm_mon };
|
||
}
|
||
void inc(DateMonthBin &bin) const {
|
||
if (++bin.value.second > 11) {
|
||
bin.value.second = 0;
|
||
++bin.value.first;
|
||
}
|
||
}
|
||
};
|
||
|
||
static DateYearBinner date_year_binner;
|
||
static DateQuarterBinner date_quarter_binner;
|
||
static DateMonthBinner date_month_binner;
|
||
struct DateVariable : public StatsVariableTemplate<StatsVariable::Type::Continuous> {
|
||
QString name() const {
|
||
return StatsTranslations::tr("Date");
|
||
}
|
||
double toFloat(const dive *d) const override {
|
||
return d->when / 86400.0;
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
return { &date_year_binner, &date_quarter_binner, &date_month_binner };
|
||
}
|
||
};
|
||
|
||
// ============ Dive depth (max and mean), binned in 5, 10, 20 m or 15, 30, 60 ft bins ============
|
||
|
||
static int dive_depth_in_mm(const dive *d, bool mean)
|
||
{
|
||
return mean ? d->meandepth.mm : d->maxdepth.mm;
|
||
}
|
||
|
||
struct DepthBinner : public IntRangeBinner<DepthBinner, IntBin> {
|
||
bool metric;
|
||
bool mean;
|
||
DepthBinner(int bin_size, bool metric, bool mean) :
|
||
IntRangeBinner(bin_size), metric(metric), mean(mean)
|
||
{
|
||
}
|
||
QString name() const override {
|
||
QLocale loc;
|
||
return StatsTranslations::tr("in %1 %2 steps").arg(loc.toString(bin_size),
|
||
get_depth_unit(metric));
|
||
}
|
||
QString unitSymbol() const override {
|
||
return get_depth_unit(metric);
|
||
}
|
||
int to_bin_value(const dive *d) const {
|
||
int depth = dive_depth_in_mm(d, mean);
|
||
return metric ? depth / 1000 / bin_size
|
||
: lrint(mm_to_feet(depth)) / bin_size;
|
||
}
|
||
};
|
||
|
||
struct DepthVariableBase : public StatsVariableTemplate<StatsVariable::Type::Numeric> {
|
||
bool mean;
|
||
DepthBinner meter5, meter10, meter20;
|
||
DepthBinner feet15, feet30, feet60;
|
||
DepthVariableBase(bool mean) :
|
||
mean(mean),
|
||
meter5(5, true, mean), meter10(10, true, mean), meter20(10, true, mean),
|
||
feet15(15, false, mean), feet30(30, false, mean), feet60(60, false, mean)
|
||
{
|
||
}
|
||
QString unitSymbol() const override {
|
||
return get_depth_unit();
|
||
}
|
||
int decimals() const override {
|
||
return 1;
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
if (prefs.units.length == units::METERS)
|
||
return { &meter5, &meter10, &meter20 };
|
||
else
|
||
return { &feet15, &feet30, &feet60 };
|
||
}
|
||
double toFloat(const dive *d) const override {
|
||
int depth = dive_depth_in_mm(d, mean);
|
||
return prefs.units.length == units::METERS ? depth / 1000.0
|
||
: mm_to_feet(depth);
|
||
}
|
||
std::vector<StatsOperation> supportedOperations() const override {
|
||
return { StatsOperation::Median, StatsOperation::Mean, StatsOperation::Sum };
|
||
}
|
||
};
|
||
|
||
struct MaxDepthVariable : public DepthVariableBase {
|
||
MaxDepthVariable() : DepthVariableBase(false) {
|
||
}
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Max. Depth");
|
||
}
|
||
std::vector<StatsOperation> supportedOperations() const override {
|
||
return { StatsOperation::Median, StatsOperation::Mean, StatsOperation::Sum };
|
||
}
|
||
};
|
||
|
||
struct MeanDepthVariable : public DepthVariableBase {
|
||
MeanDepthVariable() : DepthVariableBase(true)
|
||
{
|
||
}
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Mean Depth");
|
||
}
|
||
std::vector<StatsOperation> supportedOperations() const override {
|
||
return { StatsOperation::Median, StatsOperation::Mean, StatsOperation::TimeWeightedMean };
|
||
}
|
||
};
|
||
|
||
// ============ Bottom time, binned in 5, 10, 30 min or 1 h bins ============
|
||
|
||
struct MinuteBinner : public IntRangeBinner<MinuteBinner, IntBin> {
|
||
using IntRangeBinner::IntRangeBinner;
|
||
QString name() const override {
|
||
return StatsTranslations::tr("in %1 min steps").arg(bin_size);
|
||
}
|
||
QString unitSymbol() const override {
|
||
return StatsTranslations::tr("min");
|
||
}
|
||
int to_bin_value(const dive *d) const {
|
||
return d->duration.seconds / 60 / bin_size;
|
||
}
|
||
};
|
||
|
||
struct HourBinner : public IntBinner<HourBinner, IntBin> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("in hours");
|
||
}
|
||
QString format(const StatsBin &bin) const override {
|
||
return QString::number(derived_bin(bin).value);
|
||
}
|
||
QString unitSymbol() const override {
|
||
return StatsTranslations::tr("h");
|
||
}
|
||
int to_bin_value(const dive *d) const {
|
||
return d->duration.seconds / 3600;
|
||
}
|
||
double lowerBoundToFloatBase(int hour) const {
|
||
return static_cast<double>(hour);
|
||
}
|
||
};
|
||
|
||
static MinuteBinner minute_binner5(5);
|
||
static MinuteBinner minute_binner10(10);
|
||
static MinuteBinner minute_binner30(30);
|
||
static HourBinner hour_binner;
|
||
struct DurationVariable : public StatsVariableTemplate<StatsVariable::Type::Numeric> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Duration");
|
||
}
|
||
QString unitSymbol() const override {
|
||
return StatsTranslations::tr("min");
|
||
}
|
||
int decimals() const override {
|
||
return 0;
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
return { &minute_binner5, &minute_binner10, &minute_binner30, &hour_binner };
|
||
}
|
||
double toFloat(const dive *d) const override {
|
||
return d->duration.seconds / 60.0;
|
||
}
|
||
std::vector<StatsOperation> supportedOperations() const override {
|
||
return { StatsOperation::Median, StatsOperation::Mean, StatsOperation::Sum };
|
||
}
|
||
};
|
||
|
||
// ============ SAC, binned in 2, 5, 10 l/min or 0.1, 0.2, 0.4, 0.8 cuft/min bins ============
|
||
|
||
struct MetricSACBinner : public IntRangeBinner<MetricSACBinner, IntBin> {
|
||
using IntRangeBinner::IntRangeBinner;
|
||
QString name() const override {
|
||
QLocale loc;
|
||
return StatsTranslations::tr("in %1 %2/min steps").arg(loc.toString(bin_size),
|
||
get_volume_unit());
|
||
}
|
||
QString unitSymbol() const override {
|
||
return get_volume_unit(true) + StatsTranslations::tr("/min");
|
||
}
|
||
int to_bin_value(const dive *d) const {
|
||
if (d->sac <= 0)
|
||
return invalid_value<int>();
|
||
return d->sac / 1000 / bin_size;
|
||
}
|
||
};
|
||
|
||
// "Imperial" SACs are annoying, since we have to bin to sub-integer precision.
|
||
// We store cuft * 100 as an integer, to avoid troubles with floating point semantics.
|
||
|
||
struct ImperialSACBinner : public IntBinner<ImperialSACBinner, IntBin> {
|
||
int bin_size;
|
||
ImperialSACBinner(double size)
|
||
: bin_size(lrint(size * 100.0))
|
||
{
|
||
}
|
||
QString name() const override {
|
||
QLocale loc;
|
||
return StatsTranslations::tr("in %1 %2/min steps").arg(loc.toString(bin_size / 100.0, 'f', 2),
|
||
get_volume_unit());
|
||
}
|
||
QString format(const StatsBin &bin) const override {
|
||
int value = derived_bin(bin).value;
|
||
QLocale loc;
|
||
return StatsTranslations::tr("%1–%2").arg(loc.toString((value * bin_size) / 100.0, 'f', 2),
|
||
loc.toString(((value + 1) * bin_size) / 100.0, 'f', 2));
|
||
}
|
||
QString unitSymbol() const override {
|
||
return get_volume_unit(false) + StatsTranslations::tr("/min");
|
||
}
|
||
QString formatLowerBound(const StatsBin &bin) const override {
|
||
int value = derived_bin(bin).value;
|
||
return QStringLiteral("%L1").arg((value * bin_size) / 100.0, 0, 'f', 2);
|
||
}
|
||
double lowerBoundToFloatBase(int value) const {
|
||
return static_cast<double>((value * bin_size) / 100.0);
|
||
}
|
||
int to_bin_value(const dive *d) const {
|
||
if (d->sac <= 0)
|
||
return invalid_value<int>();
|
||
return lrint(ml_to_cuft(d->sac) * 100.0) / bin_size;
|
||
}
|
||
};
|
||
|
||
MetricSACBinner metric_sac_binner2(2);
|
||
MetricSACBinner metric_sac_binner5(5);
|
||
MetricSACBinner metric_sac_binner10(10);
|
||
ImperialSACBinner imperial_sac_binner1(0.1);
|
||
ImperialSACBinner imperial_sac_binner2(0.2);
|
||
ImperialSACBinner imperial_sac_binner4(0.4);
|
||
ImperialSACBinner imperial_sac_binner8(0.8);
|
||
|
||
struct SACVariable : public StatsVariableTemplate<StatsVariable::Type::Numeric> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("SAC");
|
||
}
|
||
QString unitSymbol() const override {
|
||
return get_volume_unit() + StatsTranslations::tr("/min");
|
||
}
|
||
int decimals() const override {
|
||
return prefs.units.volume == units::LITER ? 0 : 2;
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
if (prefs.units.volume == units::LITER)
|
||
return { &metric_sac_binner2, &metric_sac_binner5, &metric_sac_binner10 };
|
||
else
|
||
return { &imperial_sac_binner1, &imperial_sac_binner2, &imperial_sac_binner4, &imperial_sac_binner8 };
|
||
}
|
||
double toFloat(const dive *d) const override {
|
||
if (d->sac <= 0)
|
||
return invalid_value<double>();
|
||
return prefs.units.volume == units::LITER ? d->sac / 1000.0 :
|
||
ml_to_cuft(d->sac);
|
||
}
|
||
std::vector<StatsOperation> supportedOperations() const override {
|
||
return { StatsOperation::Median, StatsOperation::Mean, StatsOperation::TimeWeightedMean };
|
||
}
|
||
};
|
||
|
||
// ============ Water and air temperature, binned in 2, 5, 10, 20 °C/°F bins ============
|
||
|
||
struct TemperatureBinner : public IntRangeBinner<TemperatureBinner, IntBin> {
|
||
bool air;
|
||
bool metric;
|
||
TemperatureBinner(int bin_size, bool air, bool metric) :
|
||
IntRangeBinner(bin_size),
|
||
air(air),
|
||
metric(metric)
|
||
{
|
||
}
|
||
QString name() const override {
|
||
QLocale loc;
|
||
return StatsTranslations::tr("in %1 %2 steps").arg(loc.toString(bin_size),
|
||
get_temp_unit(metric));
|
||
}
|
||
QString unitSymbol() const override {
|
||
return get_temp_unit(metric);
|
||
}
|
||
int to_bin_value(const struct dive *d) const {
|
||
temperature_t t = air ? d->airtemp : d->watertemp;
|
||
if (t.mkelvin <= 0)
|
||
return invalid_value<int>();
|
||
int temp = metric ? static_cast<int>(mkelvin_to_C(t.mkelvin))
|
||
: static_cast<int>(mkelvin_to_F(t.mkelvin));
|
||
return temp / bin_size;
|
||
}
|
||
};
|
||
|
||
struct TemperatureVariable : public StatsVariableTemplate<StatsVariable::Type::Numeric> {
|
||
TemperatureBinner bin2C, bin5C, bin10C, bin20C;
|
||
TemperatureBinner bin2F, bin5F, bin10F, bin20F;
|
||
TemperatureVariable(bool air) :
|
||
bin2C(2, air, true), bin5C(5, air, true), bin10C(10, air, true), bin20C(20, air, true),
|
||
bin2F(2, air, false), bin5F(5, air, false), bin10F(10, air, false), bin20F(20, air, false)
|
||
{
|
||
}
|
||
QString unitSymbol() const override {
|
||
return get_temp_unit();
|
||
}
|
||
int decimals() const override {
|
||
return 1;
|
||
}
|
||
double tempToFloat(temperature_t t) const {
|
||
if (t.mkelvin <= 0)
|
||
return invalid_value<double>();
|
||
return prefs.units.temperature == units::CELSIUS ?
|
||
mkelvin_to_C(t.mkelvin) : mkelvin_to_F(t.mkelvin);
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
if (prefs.units.temperature == units::CELSIUS)
|
||
return { &bin2C, &bin5C, &bin10C, &bin20C };
|
||
else
|
||
return { &bin2F, &bin5F, &bin10F, &bin20F };
|
||
}
|
||
std::vector<StatsOperation> supportedOperations() const override {
|
||
return { StatsOperation::Median, StatsOperation::Mean, StatsOperation::TimeWeightedMean };
|
||
}
|
||
};
|
||
|
||
struct WaterTemperatureVariable : TemperatureVariable {
|
||
WaterTemperatureVariable() : TemperatureVariable(false)
|
||
{
|
||
}
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Water temperature");
|
||
}
|
||
double toFloat(const dive *d) const override {
|
||
return tempToFloat(d->watertemp);
|
||
}
|
||
};
|
||
|
||
struct AirTemperatureVariable : TemperatureVariable {
|
||
AirTemperatureVariable() : TemperatureVariable(true)
|
||
{
|
||
}
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Air temperature");
|
||
}
|
||
double toFloat(const dive *d) const override {
|
||
return tempToFloat(d->airtemp);
|
||
}
|
||
};
|
||
|
||
// ============ Weight, binned in 1, 2, 5, 10 kg or 2, 4, 10 or 20 lbs bins ============
|
||
|
||
struct WeightBinner : public IntRangeBinner<WeightBinner, IntBin> {
|
||
bool metric;
|
||
WeightBinner(int bin_size, bool metric) : IntRangeBinner(bin_size), metric(metric)
|
||
{
|
||
}
|
||
QString name() const override {
|
||
QLocale loc;
|
||
return StatsTranslations::tr("in %1 %2 steps").arg(loc.toString(bin_size),
|
||
get_weight_unit(metric));
|
||
}
|
||
QString unitSymbol() const override {
|
||
return get_weight_unit(metric);
|
||
}
|
||
int to_bin_value(const dive *d) const {
|
||
return metric ? total_weight(d) / 1000 / bin_size
|
||
: lrint(grams_to_lbs(total_weight(d))) / bin_size;
|
||
}
|
||
};
|
||
|
||
static WeightBinner weight_binner_1kg(1, true);
|
||
static WeightBinner weight_binner_2kg(2, true);
|
||
static WeightBinner weight_binner_5kg(5, true);
|
||
static WeightBinner weight_binner_10kg(10, true);
|
||
static WeightBinner weight_binner_2lbs(2, false);
|
||
static WeightBinner weight_binner_5lbs(4, false);
|
||
static WeightBinner weight_binner_10lbs(10, false);
|
||
static WeightBinner weight_binner_20lbs(20, false);
|
||
|
||
struct WeightVariable : public StatsVariableTemplate<StatsVariable::Type::Numeric> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Weight");
|
||
}
|
||
QString unitSymbol() const override {
|
||
return get_weight_unit();
|
||
}
|
||
int decimals() const override {
|
||
return 1;
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
if (prefs.units.weight == units::KG)
|
||
return { &weight_binner_1kg, &weight_binner_2kg, &weight_binner_5kg, &weight_binner_10kg };
|
||
else
|
||
return { &weight_binner_2lbs, &weight_binner_5lbs, &weight_binner_10lbs, &weight_binner_20lbs };
|
||
}
|
||
double toFloat(const dive *d) const override {
|
||
return prefs.units.weight == units::KG ? total_weight(d) / 1000.0
|
||
: grams_to_lbs(total_weight(d));
|
||
}
|
||
std::vector<StatsOperation> supportedOperations() const override {
|
||
return { StatsOperation::Median, StatsOperation::Mean, StatsOperation::Sum };
|
||
}
|
||
};
|
||
|
||
// ============ Dive number ============
|
||
|
||
// Binning dive numbers can't use the IntRangeBinner,
|
||
// because dive numbers start at 1, not 0! Since 0 means
|
||
// "no number", these dives aren't registered.
|
||
struct DiveNrBinner : public IntBinner<DiveNrBinner, IntBin> {
|
||
int bin_size;
|
||
DiveNrBinner(int bin_size) : bin_size(bin_size)
|
||
{
|
||
}
|
||
QString format(const StatsBin &bin) const override {
|
||
int value = derived_bin(bin).value;
|
||
QLocale loc;
|
||
return StatsTranslations::tr("%1–%2").arg(loc.toString(value * bin_size + 1),
|
||
loc.toString((value + 1) * bin_size));
|
||
}
|
||
QString formatLowerBound(const StatsBin &bin) const override {
|
||
int value = derived_bin(bin).value;
|
||
return QStringLiteral("%L1").arg(value * bin_size + 1);
|
||
}
|
||
double lowerBoundToFloatBase(int value) const {
|
||
return static_cast<double>(value * bin_size + 1);
|
||
}
|
||
QString name() const override {
|
||
return StatsTranslations::tr("in %L2 steps").arg(bin_size);
|
||
}
|
||
int to_bin_value(const dive *d) const {
|
||
if (d->number <= 0)
|
||
return invalid_value<int>();
|
||
return (d->number - 1) / bin_size;
|
||
}
|
||
};
|
||
|
||
static DiveNrBinner dive_nr_binner_5(5);
|
||
static DiveNrBinner dive_nr_binner_10(10);
|
||
static DiveNrBinner dive_nr_binner_20(20);
|
||
static DiveNrBinner dive_nr_binner_50(50);
|
||
static DiveNrBinner dive_nr_binner_100(100);
|
||
static DiveNrBinner dive_nr_binner_200(200);
|
||
|
||
struct DiveNrVariable : public StatsVariableTemplate<StatsVariable::Type::Numeric> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Dive #");
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
if (dive_table.nr > 1000)
|
||
return { &dive_nr_binner_20, &dive_nr_binner_50, &dive_nr_binner_100, &dive_nr_binner_200 };
|
||
else
|
||
return { &dive_nr_binner_5, &dive_nr_binner_10, &dive_nr_binner_20, &dive_nr_binner_50 };
|
||
}
|
||
double toFloat(const dive *d) const override {
|
||
return d->number >= 0 ? static_cast<double>(d->number)
|
||
: invalid_value<double>();
|
||
}
|
||
std::vector<StatsOperation> supportedOperations() const override {
|
||
return { StatsOperation::Median, StatsOperation::Mean };
|
||
}
|
||
};
|
||
|
||
// ============ Dive mode ============
|
||
|
||
struct DiveModeBinner : public SimpleBinner<DiveModeBinner, IntBin> {
|
||
QString format(const StatsBin &bin) const override {
|
||
return QString(divemode_text_ui[derived_bin(bin).value]);
|
||
}
|
||
int to_bin_value(const dive *d) const {
|
||
int res = (int)d->dc.divemode;
|
||
return res >= 0 && res < NUM_DIVEMODE ? res : OC;
|
||
}
|
||
};
|
||
|
||
static DiveModeBinner dive_mode_binner;
|
||
struct DiveModeVariable : public StatsVariableTemplate<StatsVariable::Type::Discrete> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Dive mode");
|
||
}
|
||
QString diveCategories(const dive *d) const override {
|
||
int mode = (int)d->dc.divemode;
|
||
return mode >= 0 && mode < NUM_DIVEMODE ?
|
||
QString(divemode_text_ui[mode]) : QString();
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
return { &dive_mode_binner };
|
||
}
|
||
};
|
||
|
||
// ============ Buddy (including dive guides) ============
|
||
|
||
struct BuddyBinner : public StringBinner<BuddyBinner, StringBin> {
|
||
std::vector<QString> to_bin_values(const dive *d) const {
|
||
std::vector<QString> dive_people;
|
||
for (const QString &s: QString(d->buddy).split(",", SKIP_EMPTY))
|
||
dive_people.push_back(s.trimmed());
|
||
for (const QString &s: QString(d->divemaster).split(",", SKIP_EMPTY))
|
||
dive_people.push_back(s.trimmed());
|
||
return dive_people;
|
||
}
|
||
};
|
||
|
||
static BuddyBinner buddy_binner;
|
||
struct BuddyVariable : public StatsVariableTemplate<StatsVariable::Type::Discrete> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Buddies");
|
||
}
|
||
QString diveCategories(const dive *d) const override {
|
||
QString buddy = QString(d->buddy).trimmed();
|
||
QString divemaster = QString(d->divemaster).trimmed();
|
||
if (!buddy.isEmpty() && !divemaster.isEmpty())
|
||
buddy += ", ";
|
||
return buddy + divemaster;
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
return { &buddy_binner };
|
||
}
|
||
};
|
||
|
||
// ============ Gas type, in 2%, 5%, 10% and 20% steps ============
|
||
// This is a bit convoluted: We differentiate between four types: air, pure oxygen, EAN and trimix
|
||
// The latter two are binned in x% steps. The problem is that we can't use the "simple binner",
|
||
// because a dive can have more than one cylinder. Moreover, the string-binner might not be optimal
|
||
// because we don't want to format a string for every gas types, when there are thousands of dives!
|
||
// Note: when the same dive has multiple cylinders that fall inside a bin, that cylinder will
|
||
// only be counted once. Thus, depending on the bin size, the number of entries may change!
|
||
// In addition to a binner with percent-steps also provide a general-type binner (air, nitrox, etc.)
|
||
|
||
// bin gasmix with size given in percent
|
||
struct gas_bin_t bin_gasmix(struct gasmix mix, int size)
|
||
{
|
||
if (gasmix_is_air(mix))
|
||
return gas_bin_t::air();
|
||
if (mix.o2.permille == 1000)
|
||
return gas_bin_t::oxygen();
|
||
return mix.he.permille == 0 ?
|
||
gas_bin_t::ean(mix.o2.permille / 10 / size * size) :
|
||
gas_bin_t::trimix(mix.o2.permille / 10 / size * size,
|
||
mix.he.permille / 10 / size * size);
|
||
}
|
||
|
||
struct GasTypeBinner : public MultiBinner<GasTypeBinner, GasTypeBin> {
|
||
int bin_size;
|
||
GasTypeBinner(int size)
|
||
: bin_size(size)
|
||
{
|
||
}
|
||
QString name() const override {
|
||
return StatsTranslations::tr("in %1% steps").arg(bin_size);
|
||
}
|
||
std::vector<gas_bin_t> to_bin_values(const dive *d) const {
|
||
std::vector<gas_bin_t> res;
|
||
res.reserve(d->cylinders.nr);
|
||
for (int i = 0; i < d->cylinders.nr; ++i) {
|
||
struct gasmix mix = d->cylinders.cylinders[i].gasmix;
|
||
if (gasmix_is_invalid(mix))
|
||
continue;
|
||
// Add dive to each bin only once.
|
||
add_to_vector_unique(res, bin_gasmix(mix, bin_size));
|
||
}
|
||
return res;
|
||
}
|
||
QString format(const StatsBin &bin) const override {
|
||
gas_bin_t type = derived_bin(bin).value;
|
||
QLocale loc;
|
||
switch (type.type) {
|
||
default:
|
||
case gas_bin_t::Type::Air:
|
||
return StatsTranslations::tr("Air");
|
||
case gas_bin_t::Type::Oxygen:
|
||
return StatsTranslations::tr("Oxygen");
|
||
case gas_bin_t::Type::EAN:
|
||
return StatsTranslations::tr("EAN%1–%2").arg(loc.toString(type.o2),
|
||
loc.toString(type.o2 + bin_size - 1));
|
||
case gas_bin_t::Type::Trimix:
|
||
return StatsTranslations::tr("%1/%2–%3/%4").arg(loc.toString(type.o2),
|
||
loc.toString(type.he),
|
||
loc.toString(type.o2 + bin_size - 1),
|
||
loc.toString(type.he + bin_size - 1));
|
||
}
|
||
}
|
||
};
|
||
|
||
struct GasTypeGeneralBinner : public MultiBinner<GasTypeGeneralBinner, IntBin> {
|
||
using MultiBinner::MultiBinner;
|
||
QString name() const override {
|
||
return StatsTranslations::tr("General");
|
||
}
|
||
std::vector<int> to_bin_values(const dive *d) const {
|
||
std::vector<int> res;
|
||
res.reserve(d->cylinders.nr);
|
||
for (int i = 0; i < d->cylinders.nr; ++i) {
|
||
struct gasmix mix = d->cylinders.cylinders[i].gasmix;
|
||
if (gasmix_is_invalid(mix))
|
||
continue;
|
||
res.push_back(gasmix_to_type(mix));
|
||
}
|
||
return res;
|
||
}
|
||
QString format(const StatsBin &bin) const override {
|
||
int type = derived_bin(bin).value;
|
||
return gastype_name((gastype)type);
|
||
}
|
||
};
|
||
|
||
static GasTypeGeneralBinner gas_type_general_binner;
|
||
static GasTypeBinner gas_type_binner2(2);
|
||
static GasTypeBinner gas_type_binner5(5);
|
||
static GasTypeBinner gas_type_binner10(10);
|
||
static GasTypeBinner gas_type_binner20(20);
|
||
|
||
struct GasTypeVariable : public StatsVariableTemplate<StatsVariable::Type::Discrete> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Gas type");
|
||
}
|
||
QString diveCategories(const dive *d) const override {
|
||
QString res;
|
||
std::vector<gasmix> mixes; // List multiple cylinders only once
|
||
mixes.reserve(d->cylinders.nr);
|
||
for (int i = 0; i < d->cylinders.nr; ++i) {
|
||
struct gasmix mix = d->cylinders.cylinders[i].gasmix;
|
||
if (gasmix_is_invalid(mix))
|
||
continue;
|
||
if (std::find_if(mixes.begin(), mixes.end(),
|
||
[mix] (gasmix mix2)
|
||
{ return same_gasmix(mix, mix2); }) != mixes.end())
|
||
continue;
|
||
mixes.push_back(mix);
|
||
if (!res.isEmpty())
|
||
res += ", ";
|
||
res += get_gas_string(mix);
|
||
}
|
||
return res;
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
return { &gas_type_general_binner,
|
||
&gas_type_binner2, &gas_type_binner5, &gas_type_binner10, &gas_type_binner20 };
|
||
}
|
||
};
|
||
|
||
// ============ O2 and H2 content, binned in 2, 5, 10, 20 % bins ============
|
||
|
||
// Get the gas content in permille of a dive, based on two flags:
|
||
// - he: get he content, otherwise o2
|
||
// - max_he: get cylinder with maximum he content, otherwise with maximum o2 content
|
||
static int get_gas_content(const struct dive *d, bool he, bool max_he)
|
||
{
|
||
if (d->cylinders.nr <= 0)
|
||
return invalid_value<int>();
|
||
// If sorting be He, the second sort criterion is O2 descending, because
|
||
// we are interested in the "bottom gas": highest He and lowest O2.
|
||
auto comp = max_he ? [] (const cylinder_t &c1, const cylinder_t &c2)
|
||
{ return std::make_tuple(get_he(c1.gasmix), -get_o2(c1.gasmix)) <
|
||
std::make_tuple(get_he(c2.gasmix), -get_o2(c2.gasmix)); }
|
||
: [] (const cylinder_t &c1, const cylinder_t &c2)
|
||
{ return get_o2(c1.gasmix) < get_o2(c2.gasmix); };
|
||
auto it = std::max_element(d->cylinders.cylinders, d->cylinders.cylinders + d->cylinders.nr, comp);
|
||
return he ? get_he(it->gasmix) : get_o2(it->gasmix);
|
||
}
|
||
|
||
// We use the same binner for all gas contents
|
||
struct GasContentBinner : public IntRangeBinner<GasContentBinner, IntBin> {
|
||
bool he; // true if this returns He content, otherwise O2
|
||
bool max_he; // true if this takes the gas with maximum helium, otherwise maximum O2
|
||
GasContentBinner(int bin_size, bool he, bool max_he) : IntRangeBinner(bin_size),
|
||
he(he), max_he(max_he)
|
||
{
|
||
}
|
||
QString name() const override {
|
||
return StatsTranslations::tr("In %L1% steps").arg(bin_size);
|
||
}
|
||
QString unitSymbol() const override {
|
||
return "%";
|
||
}
|
||
int to_bin_value(const struct dive *d) const {
|
||
int res = get_gas_content(d, he, max_he);
|
||
// Convert to percent and then bin, but take care not to mangle the invalid value.
|
||
return is_invalid_value(res) ? res : res / 10 / bin_size;
|
||
}
|
||
};
|
||
|
||
struct GasContentVariable : public StatsVariableTemplate<StatsVariable::Type::Numeric> {
|
||
|
||
// In the constructor, generate binners with 2, 5, 10 and 20% bins.
|
||
GasContentBinner b1, b2, b3, b4;
|
||
bool he, max_he;
|
||
GasContentVariable(bool he, bool max_he) :
|
||
b1(2, he, max_he), b2(5, he, max_he),
|
||
b3(10, he, max_he), b4(20, he, max_he),
|
||
he(he), max_he(max_he)
|
||
{
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
return { &b1, &b2, &b3, &b4 };
|
||
}
|
||
QString unitSymbol() const override {
|
||
return "%";
|
||
}
|
||
int decimals() const override {
|
||
return 1;
|
||
}
|
||
std::vector<StatsOperation> supportedOperations() const override {
|
||
return { StatsOperation::Median, StatsOperation::Mean, StatsOperation::TimeWeightedMean };
|
||
}
|
||
double toFloat(const dive *d) const override {
|
||
int res = get_gas_content(d, he, max_he);
|
||
// Attn: we have to turn invalid-int into invalid-float.
|
||
// Perhaps we should signal invalid with an std::optional kind of object?
|
||
if (is_invalid_value(res))
|
||
return invalid_value<double>();
|
||
return res / 10.0;
|
||
}
|
||
};
|
||
|
||
struct GasContentO2Variable : GasContentVariable {
|
||
GasContentO2Variable() : GasContentVariable(false, false)
|
||
{
|
||
}
|
||
QString name() const override {
|
||
return StatsTranslations::tr("O₂ (max)");
|
||
}
|
||
};
|
||
|
||
struct GasContentO2HeMaxVariable : GasContentVariable {
|
||
GasContentO2HeMaxVariable() : GasContentVariable(false, true)
|
||
{
|
||
}
|
||
QString name() const override {
|
||
return StatsTranslations::tr("O₂ (bottom gas)");
|
||
}
|
||
};
|
||
|
||
struct GasContentHeVariable : GasContentVariable {
|
||
GasContentHeVariable() : GasContentVariable(true, true)
|
||
{
|
||
}
|
||
QString name() const override {
|
||
return StatsTranslations::tr("He (max)");
|
||
}
|
||
};
|
||
|
||
// ============ Suit ============
|
||
|
||
struct SuitBinner : public StringBinner<SuitBinner, StringBin> {
|
||
std::vector<QString> to_bin_values(const dive *d) const {
|
||
return { QString(d->suit) };
|
||
}
|
||
};
|
||
|
||
static SuitBinner suit_binner;
|
||
struct SuitVariable : public StatsVariableTemplate<StatsVariable::Type::Discrete> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Suit type");
|
||
}
|
||
QString diveCategories(const dive *d) const override {
|
||
return QString(d->suit);
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
return { &suit_binner };
|
||
}
|
||
};
|
||
|
||
// ============ Weightsystem ============
|
||
|
||
static std::vector<QString> weightsystems(const dive *d)
|
||
{
|
||
std::vector<QString> res;
|
||
res.reserve(d->weightsystems.nr);
|
||
for (int i = 0; i < d->weightsystems.nr; ++i)
|
||
add_to_vector_unique(res, QString(d->weightsystems.weightsystems[i].description).trimmed());
|
||
return res;
|
||
}
|
||
|
||
struct WeightsystemBinner : public StringBinner<WeightsystemBinner, StringBin> {
|
||
std::vector<QString> to_bin_values(const dive *d) const {
|
||
return weightsystems(d);
|
||
}
|
||
};
|
||
|
||
static WeightsystemBinner weightsystem_binner;
|
||
struct WeightsystemVariable : public StatsVariableTemplate<StatsVariable::Type::Discrete> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Weightsystem");
|
||
}
|
||
QString diveCategories(const dive *d) const override {
|
||
return join_strings(weightsystems(d));
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
return { &weightsystem_binner };
|
||
}
|
||
};
|
||
|
||
// ============ Cylinder types ============
|
||
|
||
static std::vector<QString> cylinder_types(const dive *d)
|
||
{
|
||
std::vector<QString> res;
|
||
res.reserve(d->cylinders.nr);
|
||
for (int i = 0; i < d->cylinders.nr; ++i)
|
||
add_to_vector_unique(res, QString(d->cylinders.cylinders[i].type.description).trimmed());
|
||
return res;
|
||
}
|
||
|
||
struct CylinderTypeBinner : public StringBinner<CylinderTypeBinner, StringBin> {
|
||
std::vector<QString> to_bin_values(const dive *d) const {
|
||
return cylinder_types(d);
|
||
}
|
||
};
|
||
|
||
static CylinderTypeBinner cylinder_type_binner;
|
||
struct CylinderTypeVariable : public StatsVariableTemplate<StatsVariable::Type::Discrete> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Cylinder type");
|
||
}
|
||
QString diveCategories(const dive *d) const override {
|
||
return join_strings(cylinder_types(d));
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
return { &cylinder_type_binner };
|
||
}
|
||
};
|
||
|
||
// ============ Location (including trip location) ============
|
||
|
||
using LocationBin = SimpleBin<const dive_site *>;
|
||
|
||
struct LocationBinner : public SimpleBinner<LocationBinner, LocationBin> {
|
||
QString format(const StatsBin &bin) const override {
|
||
const dive_site *ds = derived_bin(bin).value;
|
||
return QString(ds ? ds->name : "-");
|
||
}
|
||
const dive_site *to_bin_value(const dive *d) const {
|
||
return d->dive_site;
|
||
}
|
||
};
|
||
|
||
static LocationBinner location_binner;
|
||
struct LocationVariable : public StatsVariableTemplate<StatsVariable::Type::Discrete> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Dive site");
|
||
}
|
||
QString diveCategories(const dive *d) const override {
|
||
return d->dive_site ? d->dive_site->name : "-";
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
return { &location_binner };
|
||
}
|
||
};
|
||
|
||
// ============ Day of the week ============
|
||
|
||
struct DayOfWeekBinner : public SimpleBinner<DayOfWeekBinner, IntBin> {
|
||
QString format(const StatsBin &bin) const override {
|
||
return formatDayOfWeek(derived_bin(bin).value);
|
||
}
|
||
int to_bin_value(const dive *d) const {
|
||
return utc_weekday(d->when);
|
||
}
|
||
};
|
||
|
||
static DayOfWeekBinner day_of_week_binner;
|
||
struct DayOfWeekVariable : public StatsVariableTemplate<StatsVariable::Type::Discrete> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Day of week");
|
||
}
|
||
QString diveCategories(const dive *d) const override {
|
||
return formatDayOfWeek(utc_weekday(d->when));
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
return { &day_of_week_binner };
|
||
}
|
||
};
|
||
|
||
// ============ Rating ============
|
||
struct RatingBinner : public SimpleBinner<RatingBinner, IntBin> {
|
||
QString format(const StatsBin &bin) const override {
|
||
return QString("🌟").repeated(derived_bin(bin).value);
|
||
}
|
||
|
||
int to_bin_value(const dive *d) const {
|
||
int res = (int)d->rating;
|
||
return res;
|
||
}
|
||
};
|
||
|
||
static RatingBinner rating_binner;
|
||
struct RatingVariable : public StatsVariableTemplate<StatsVariable::Type::Discrete> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Rating");
|
||
}
|
||
QString diveCategories(const dive *d) const override {
|
||
int rating = (int)d->rating;
|
||
return QString("🌟").repeated(rating);
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
return { &rating_binner };
|
||
}
|
||
};
|
||
|
||
// ============ Visibility ============
|
||
struct VisibilityBinner : public SimpleBinner<VisibilityBinner, IntBin> {
|
||
QString format(const StatsBin &bin) const override {
|
||
return QString("🌟").repeated(derived_bin(bin).value);
|
||
}
|
||
|
||
int to_bin_value(const dive *d) const {
|
||
int res = (int)d->visibility;
|
||
return res;
|
||
}
|
||
};
|
||
|
||
static VisibilityBinner visibility_binner;
|
||
struct VisibilityVariable : public StatsVariableTemplate<StatsVariable::Type::Discrete> {
|
||
QString name() const override {
|
||
return StatsTranslations::tr("Visibility");
|
||
}
|
||
QString diveCategories(const dive *d) const override {
|
||
int viz = (int)d->visibility;
|
||
return QString("🌟").repeated(viz);
|
||
}
|
||
std::vector<const StatsBinner *> binners() const override {
|
||
return { &visibility_binner };
|
||
}
|
||
};
|
||
|
||
static DateVariable date_variable;
|
||
static MaxDepthVariable max_depth_variable;
|
||
static MeanDepthVariable mean_depth_variable;
|
||
static DurationVariable duration_variable;
|
||
static SACVariable sac_variable;
|
||
static WaterTemperatureVariable water_temperature_variable;
|
||
static AirTemperatureVariable air_temperature_variable;
|
||
static WeightVariable weight_variable;
|
||
static DiveNrVariable dive_nr_variable;
|
||
static DiveModeVariable dive_mode_variable;
|
||
static BuddyVariable buddy_variable;
|
||
static GasTypeVariable gas_type_variable;
|
||
static GasContentO2Variable gas_content_o2_variable;
|
||
static GasContentO2HeMaxVariable gas_content_o2_he_max_variable;
|
||
static GasContentHeVariable gas_content_he_variable;
|
||
static SuitVariable suit_variable;
|
||
static WeightsystemVariable weightsystem_variable;
|
||
static CylinderTypeVariable cylinder_type_variable;
|
||
static LocationVariable location_variable;
|
||
static DayOfWeekVariable day_of_week_variable;
|
||
static RatingVariable rating_variable;
|
||
static VisibilityVariable visibility_variable;
|
||
|
||
const std::vector<const StatsVariable *> stats_variables = {
|
||
&date_variable, &max_depth_variable, &mean_depth_variable, &duration_variable, &sac_variable,
|
||
&water_temperature_variable, &air_temperature_variable, &weight_variable, &dive_nr_variable,
|
||
&gas_content_o2_variable, &gas_content_o2_he_max_variable, &gas_content_he_variable,
|
||
&dive_mode_variable, &buddy_variable, &gas_type_variable, &suit_variable,
|
||
&weightsystem_variable, &cylinder_type_variable, &location_variable, &day_of_week_variable,
|
||
&rating_variable, &visibility_variable
|
||
};
|