Indoor/sensors/pressure/PressureTendence.h

#ifndef PRESSURETENDENCE_H
#define PRESSURETENDENCE_H

#include "../../data/Timestamp.h"
#include "../../math/MovingAVG.h"
#include "../../math/MovingMedian.h"
#include "../../math/Stats.h"

#include "BarometerData.h"

#include <KLib/misc/gnuplot/Gnuplot.h>
#include <KLib/misc/gnuplot/GnuplotPlot.h>
#include <KLib/misc/gnuplot/GnuplotPlotElementLines.h>


/**
 *
 */
class PressureTendence {

private:

	/** barometer history entries (timestamp -> value) */
	struct History {
		Timestamp ts;
		BarometerData data;
		History(const Timestamp ts, const BarometerData data) : ts(ts), data(data) {;}
	};

	Timestamp timeframe;

	std::vector<History> history;

public:

	enum class Type {
		STRONG_MOVING_UPWARDS,
		MOVING_UPWARDS,
		NO_CHANGE,
		MOVING_DOWNWARDS,
		STRONG_MOVING_DOWNWARDS,
	};

	struct Debug {

		K::Gnuplot gp;
		K::GnuplotPlot plot;

		K::GnuplotPlotElementLines raw;
		K::GnuplotPlotElementLines avg;
		K::GnuplotPlotElementLines tendence;

		Debug() {
			plot.add(&raw);			raw.getStroke().getColor().setHexStr("#999999");
			plot.add(&avg);			avg.getStroke().getColor().setHexStr("#000000");
			plot.add(&tendence);	tendence.getStroke().setWidth(2);
			tendence.setCustomAttr(" axes x1y2 ");
			gp << "set y2tics\n";
			gp << "set y2range[-0.3:+0.3]\n";
		}

		void addRaw(Timestamp ts, float val) {
			raw.add(K::GnuplotPoint2(ts.ms(), val));
		}

		void addAvg(Timestamp ts, float val) {
			avg.add(K::GnuplotPoint2(ts.ms(), val));
		}

		void addTendence(Timestamp ts, float val) {
			tendence.add(K::GnuplotPoint2(ts.ms(), val));
		}

		void show() {
			static int cnt = 0;
			if (++cnt % 4 == 0) {
				gp.draw(plot);
				gp.flush();
			}
		}


	};

public:

	Debug debug;


	/** ctor with the timeframe to use. 1.0 sec should be fine */
	PressureTendence(const Timestamp timeframe) : timeframe(timeframe) {

	}

	/** add new sensor readings that were received at the given timestamp */
	void add(const Timestamp& ts, const BarometerData& baro) {

		static MovingAVG<float> avg(5);
		avg.add(baro.hPa);

		debug.addRaw(ts, baro.hPa);
		debug.addAvg(ts, avg.get());
		debug.show();

		// add to the history
		//history.push_back(History(ts, baro));
		history.push_back(History(ts, BarometerData(avg.get())));

		// remove too old values
		while( (ts - history[0].ts) > Timestamp::fromMS(2000)) {history.erase(history.begin());}

	}

	/** get the current tendence */
	float get() {

//		static MovingAVG<float> avg(3);

		if (history.empty()) {return 0;}

//		const float tendence =  history.back().data.hPa - history.front().data.hPa;
//		avg.add(tendence);

//		debug.addTendence(history.back().ts, avg.get());

//		return tendence;


//		const int ws = 5;

//		if (history.size() < (ws+1)) {return 0;}

//		const int s = history.size() - 1;

//		bool rising = true;
//		for (int i = s-ws; i < s; ++i) {
//			if (history[i+0].data.hPa >= history[i+1].data.hPa) {rising = false; break;}
//		}

//		bool falling = true;
//		for (int i = s-ws; i < s; ++i) {
//			if (history[i+0].data.hPa <= history[i+1].data.hPa) {falling = false; break;}
//		}

//		float tendence = 0;
//		if (rising) {tendence = +0.1;}
//		if (falling) {tendence = -0.1;}


		float tendence = 0;



//		if (delta > +0.1) {tendence = +0.1;}
//		if (delta < -0.1) {tendence = -0.1;}

		int numUp = 0;
		int numDown = 0;

		float slopeSum = 0;
		float slopeUp = 0;
		float slopeDown = 0;

		int cnt=0;

		for (int i = 0; i < history.size() - 1; ++i) {
			if (history[i+0].data.hPa < history[i+1].data.hPa) {++numUp;} else {++numDown;}
			const float slope = history[i+0].data.hPa - history[i+1].data.hPa;
			slopeSum += slope;
			if (slope > 0) {slopeUp += slope;}
			if (slope < 0) {slopeDown += slope;}
			++cnt;
		}

		//tendence = (numUp-numDown)/((float)cnt)/10.0f;
		tendence = (std::abs(slopeUp) - std::abs(slopeDown)) ;
		//slopeSum /= cnt;


//		const float sd = std::abs(slopeUp) - std::abs(slopeDown);
//		tendence = sd;
//		if (std::abs(sd) > 0.07) {
//			tendence = 0.1;
//		}

//		const int delta = numUp - numDown;
//		if (std::abs(delta) > cnt*0.3) {
//			if (delta < 0) {tendence = -0.1;}
//			if (delta > 0) {tendence = +0.1;}
//		}

		//if (std::abs(deltaP) < 0.005) {tendence = 0;}


//		const float delta = history.front().data.hPa - history.back().data.hPa;
//		tendence = delta > 0.15;

		debug.addTendence(history.back().ts, tendence);




		return tendence;


//		const int avgSize = 7;

//		if (history.size() < avgSize) {return 0;}

//		Median<float> hPa1;
//		Median<float> hPa2;

//		int s = history.size() - 1;

//		for (int i = 0; i < avgSize; ++i) {
//			hPa1.add(history[0+i].data.hPa);
//			hPa2.add(history[s-i].data.hPa);
//		}

//		const float diff = (hPa2.get()) - (hPa1.get());
//		return diff;

	}

};

#endif // PRESSURETENDENCE_H