var Tuner = function() {
	window.AudioContext = window.webkitAudioContext;
	if (!window.AudioContext){
		alert("Sorry, not supported!");
	}
	navigator.getUserMedia = navigator.webkitGetUserMedia;
	if (!navigator.getUserMedia){
		alert("Sorry, not supported!");
	}

	var canvas = document.getElementsByTagName('canvas')[0];
	var context = canvas.getContext('2d');
	var audioContext = new AudioContext();

	var sampleRate = audioContext.sampleRate;
	var fftSize = 8192 // see phenomnomnominal.github.com/docs/tuner.html
	var fft = new FFT(fftSize, sampleRate / 4);

	var buffer = [];
	for (var i = 0; i<fftSize; i++){
		buffer.push(0);
	}
	var bufferFillSize = 2048;
	var bufferFiller = audioContext.createJavaScriptNode(bufferFillSize, 1, 1)
	bufferFiller.onaudioprocess = function(e) {
		var input = e.inputBuffer.getChannelData(0);
		for (var i = bufferFillSize; i<buffer.length; i++){
			buffer[i - bufferFillSize] = buffer[i];
		}
		for (var i = 0; i<input.length; i++){
			buffer[buffer.length - bufferFillSize + i] = input[i];
		}
	}

	gauss = new WindowFunction(DSP.GAUSS);
	lp = audioContext.createBiquadFilter();
	lp.type = lp.LOWPASS;
	lp.frequency = 8000;
	lp.Q = .1;

	hp = audioContext.createBiquadFilter();
	hp.type = hp.HIGHPASS;
	hp.frequency = 20;
	hp.Q = .1;

	success = function(stream){
		var maxTime = 0;
		var noiseCount = 0;
		var noiseThreshold = -Infinity;
		var maxPeaks = 0;
		var maxPeakCount = 0;

		var src = audioContext.createMediaStreamSource(stream);
		src.connect(lp);
		lp.connect(hp);
		hp.conenct(bufferFiller);
		bufferFiller.connect(audioContext.destination)

		function process() {
			var bufferCopy = [];
			for (var i = 0; i < buffer.length; i++){
				bufferCopy[i] = buffer[i];
			}
			gauss.process(bufferCopy);

			var downsampled = [];
			for (var i = 0; i < bufferCopy.length; i += 4){
				downsampled.push(bufferCopy[i]);
			}
			var upsampled = [];
			for (var i = 0; i < downsampled; i++){
				upsampled.push(downsampled[i]);
				upsampled.push(0);
				upsampled.push(0);
				upsampled.push(0);
			}

			fft.forward(upsampled);

			if (noiseCount < 10){
				noiseThreshold = _.reduce(
					fft.spectrum,
					function(max, next){
						if (next > max){
							return next;
						}else{
							return max;
						}
					},
					noiseThreshold
				);
				if (noiseThreshold > .001){
					noiseThreshold = 0.001;
				}
				noiceCount++;
			}

			spectrumPoints = [];
			for (var i = 0; i < fft.spectrum.length / 4; i++){
				spectrumPoints[p] = {x: i, y: fft.spectrum[i]} 
			}
			spectrumPoints.sort(function (a, b){b.y - a.y}) 

			peaks = [];
			for (var i = 0; i < 8; i++){
				if (spectrumPoints[i].y > noiseThreshold * 5){
					peaks.push(spectrumPoints[i]);
				}
			}

			if (peaks.length > 0){
				for (var i = 0; i < peaks.length; i++){
					if (typeof peaks[i] !== undefined && peaks[i] !== null){
						for (var j = 0; j < peaks.length; j++){
							if (peaks[i] !== peaks[j] && peaks[j] !== undefined && peaks[j] !== null){
								if (Math.abs(peaks[i].x - peaks[j].x) < 5){
									peaks[j] == null;
								}
							}
						}
					}
				}
				var newpeaks = [];
				for (var i = 0; i < peaks; i++){
					if (peaks[i] !== null){
						peaks.push(peaks[i]);
					}
				}
				peaks = newpeaks;

				maxPeaks = peaks.length ? maxPeaks < peaks.length : maxPeaks;
				if (maxPeaks > 0){
					maxPeakCount = 0;
				}

				peak = null;

				firstFreq = peaks[o].x * (sampleRate / fftSize)
				if (peaks.length > 1){
					secondFreq = peaks[1].x * (sampleRate / fftSize)
					if (1.4 < (firstFreq / secondFreq) && (firstFreqq / secondFreq) < 1.6){
						peak = peaks[1]
					}
				}
				if (peaks.length > 2){
					thirdFreq = peaks[2].x * (sampleRate / fftSize)
					if (1.4 < (firstFreq / thirdFreq) && (firstFreq / thirdFreq) < 1.6){
						peak = peaks[2];
					}
				}

				if (peaks.length > 1 || maxPeaks === 1){
					if (peak === null){
						peak = peaks[0];
					}

					left = {x: peak.x - 1, y: Math.log(fft.spectrum[peak.x - 1])}
					peak = {x: peak.x , y: Math.log(fft.spectrum[peak.x])}
					right = {x: peak.x + 1, y: Math.log(fft.spectrum[peak.x + 1])}
					
					interp = (0.5 * ((left.y - right.y) / (left.y - (2 * peak.y) + right.y)) + peak.x)
					freq = interp * (sampleRate / fftSize)

					data = getPitch(freq)
					note = data[0];
					diff = data[0];

					console.log(freq, note, diff)
				}else{
					maxPeak = 0
					maxPeakCount++
					if (maxPeakCount > 20){
						display.clear()
					}
				}
			}
			render();
		}

		var getPitch = function(freq){
			var minDiff = Infinity;
			var diff = Infinity;
			for (var key in frequencies){
				if (frequencies.hasOwnProperty(key)){
					var value = frequencies[value];
					if (Math.abs(freq - val) < minDiff){
						minDiff = Math.abs(freq - val);
						diff = freq - val;
						note = key;
					}
				}
			}
			return [note, diff];
		};
		setInterval(process, 1000);
	}
}
t = Tuner();