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* libscopeprotocols                                                                                                    *
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* Copyright (c) 2012-2023 Andrew D. Zonenberg and contributors                                                         *
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#include "../scopehal/scopehal.h"
#include "MovingAverageFilter.h"

using namespace std;

////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
// Construction / destruction

MovingAverageFilter::MovingAverageFilter(const string& color)
	: Filter(color, CAT_MATH)
{
	AddStream(Unit(Unit::UNIT_VOLTS), "data", Stream::STREAM_TYPE_ANALOG);
	CreateInput("din");

	m_depthname = "Depth";
	m_parameters[m_depthname] = FilterParameter(FilterParameter::TYPE_INT, Unit(Unit::UNIT_SAMPLEDEPTH));
	m_parameters[m_depthname].SetFloatVal(10);
}

////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
// Factory methods

bool MovingAverageFilter::ValidateChannel(size_t i, StreamDescriptor stream)
{
	if(stream.m_channel == NULL)
		return false;

	if( (i == 0) && (stream.GetType() == Stream::STREAM_TYPE_ANALOG) )
		return true;

	return false;
}

////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
// Accessors

string MovingAverageFilter::GetProtocolName()
{
	return "Moving average";
}

////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
// Actual decoder logic

void MovingAverageFilter::Refresh()
{
	if(!VerifyAllInputsOK())
	{
		SetData(NULL, 0);
		return;
	}

	//Get the input data
	auto din = GetInputWaveform(0);
	din->PrepareForCpuAccess();
	size_t len = din->size();
	size_t depth = m_parameters[m_depthname].GetIntVal();
	if(len < depth)
	{
		SetData(NULL, 0);
		return;
	}

	m_xAxisUnit = m_inputs[0].m_channel->GetXAxisUnits();
	SetYAxisUnits(m_inputs[0].GetYAxisUnits(), 0);

	size_t off = depth/2;
	size_t nsamples = len - 2*off;

	auto sdin = dynamic_cast<SparseAnalogWaveform*>(din);
	auto udin = dynamic_cast<UniformAnalogWaveform*>(din);

	if(sdin)
	{
		//Do the average
		auto cap = SetupSparseOutputWaveform(sdin, 0, off, off);
		cap->PrepareForCpuAccess();

		//#pragma omp parallel for
		for(size_t i=0; i<nsamples; i++)
		{
			float v = 0;
			for(size_t j=0; j<depth; j++)
				v += sdin->m_samples[i+j];
			v /= depth;

			cap->m_offsets[i] = sdin->m_offsets[i+off];
			cap->m_durations[i] = sdin->m_durations[i+off];
			cap->m_samples[i] = v;
		}
		SetData(cap, 0);

		cap->MarkModifiedFromCpu();
	}
	else
	{
		//Do the average
		auto cap = SetupEmptyUniformAnalogOutputWaveform(udin, 0);
		cap->PrepareForCpuAccess();
		cap->Resize(nsamples);
		//#pragma omp parallel for
		for(size_t i=0; i<nsamples; i++)
		{
			float v = 0;
			for(size_t j=0; j<depth; j++)
				v += udin->m_samples[i+j];
			v /= depth;

			cap->m_samples[i] = v;
		}
		SetData(cap, 0);

		cap->MarkModifiedFromCpu();
	}
}
