FreqWindow.cpp

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/**********************************************************************
 
  Audacity: A Digital Audio Editor
 
  FreqWindow.cpp
 
  Dominic Mazzoni
 
*******************************************************************//****************************************************************//*******************************************************************/
 
/*
  Salvo Ventura - November 2006
  Extended range check for additional FFT windows
*/
 
#include "FreqWindow.h"
 
#include <algorithm>
 
#include <wx/setup.h> // for wxUSE_* macros
 
#include <wx/brush.h>
#include <wx/button.h>
#include <wx/checkbox.h>
#include <wx/choice.h>
#include <wx/dcclient.h>
#include <wx/dcmemory.h>
#include <wx/font.h>
#include <wx/image.h>
#include <wx/file.h>
#include <wx/intl.h>
#include <wx/scrolbar.h>
#include <wx/sizer.h>
#include <wx/slider.h>
#include <wx/statbmp.h>
#include <wx/stattext.h>
#include <wx/statusbr.h>
 
#include <wx/textctrl.h>
#include <wx/textfile.h>
 
#include <wx/wfstream.h>
#include <wx/txtstrm.h>
 
#include <math.h>
 
#include "SelectFile.h"
#include "ShuttleGui.h"
#include "AColor.h"
#include "CommonCommandFlags.h"
#include "FFT.h"
#include "PitchName.h"
#include "Decibels.h"
#include "Prefs.h"
#include "Project.h"
#include "ProjectWindow.h"
#include "Theme.h"
#include "ViewInfo.h"
#include "AllThemeResources.h"
 
#include "FileNames.h"
 
#include "WaveTrack.h"
 
#include "./widgets/HelpSystem.h"
#include "widgets/AudacityMessageBox.h"
#include "widgets/Ruler.h"
#include "widgets/VetoDialogHook.h"
 
#if wxUSE_ACCESSIBILITY
#include "widgets/WindowAccessible.h"
#endif
 
#define FrequencyAnalysisTitle XO("Frequency Analysis")
 
DEFINE_EVENT_TYPE(EVT_FREQWINDOW_RECALC);
 
enum {
   FirstID = 7000,
 
   FreqZoomSliderID,
   FreqPanScrollerID,
   FreqExportButtonID,
   FreqAlgChoiceID,
   FreqSizeChoiceID,
   FreqFuncChoiceID,
   FreqAxisChoiceID,
   ReplotButtonID,
   GridOnOffID
};
 
// These specify the minimum plot window width
 
#define FREQ_WINDOW_WIDTH 480
#define FREQ_WINDOW_HEIGHT 330
 
static const char * ZoomIn[] = {
"16 16 6 1",
"  c None",
"+ c #1C1C1C",
"@ c #AEAEAE",
"# c #F7F7F7",
"$ c #CFCECC",
"* c #1C1CA0",
"        ++++    ",
"      @+# @[email protected]  ",
"      + @**  [email protected] ",
"     +#@ **  #+ ",
"     [email protected]****** [email protected]",
"     + ****** [email protected]",
"     +#  **  #[email protected]",
"      +  **  [email protected]@",
"     +++#  #[email protected]@ ",
"    [email protected][email protected]@  ",
"   [email protected]@ @@@@   ",
"  [email protected]@         ",
" [email protected]@          ",
"[email protected]@           ",
"@[email protected]@            ",
" @@             "};
 
static const char * ZoomOut[] = {
"16 16 6 1",
"  c None",
"+ c #1C1C1C",
"@ c #AEAEAE",
"# c #F7F7F7",
"$ c #CFCECC",
"* c #1C1CA0",
"        ++++    ",
"      @+#  [email protected]  ",
"      +  @@  [email protected] ",
"     +# @    #+ ",
"     [email protected]****** [email protected]",
"     + ****** [email protected]",
"     +#      #[email protected]",
"      +      [email protected]@",
"     +++#  #[email protected]@ ",
"    [email protected][email protected]@  ",
"   [email protected]@ @@@@   ",
"  [email protected]@         ",
" [email protected]@          ",
"[email protected]@           ",
"@[email protected]@            ",
" @@             "};
 
// FrequencyPlotDialog
 
BEGIN_EVENT_TABLE(FrequencyPlotDialog, wxDialogWrapper)
   EVT_CLOSE(FrequencyPlotDialog::OnCloseWindow)
   EVT_SIZE(FrequencyPlotDialog::OnSize)
   EVT_SLIDER(FreqZoomSliderID, FrequencyPlotDialog::OnZoomSlider)
   EVT_COMMAND_SCROLL(FreqPanScrollerID, FrequencyPlotDialog::OnPanScroller)
   EVT_CHOICE(FreqAlgChoiceID, FrequencyPlotDialog::OnAlgChoice)
   EVT_CHOICE(FreqSizeChoiceID, FrequencyPlotDialog::OnSizeChoice)
   EVT_CHOICE(FreqFuncChoiceID, FrequencyPlotDialog::OnFuncChoice)
   EVT_CHOICE(FreqAxisChoiceID, FrequencyPlotDialog::OnAxisChoice)
   EVT_BUTTON(FreqExportButtonID, FrequencyPlotDialog::OnExport)
   EVT_BUTTON(ReplotButtonID, FrequencyPlotDialog::OnReplot)
   EVT_BUTTON(wxID_CANCEL, FrequencyPlotDialog::OnCloseButton)
   EVT_BUTTON(wxID_HELP, FrequencyPlotDialog::OnGetURL)
   EVT_CHECKBOX(GridOnOffID, FrequencyPlotDialog::OnGridOnOff)
   EVT_COMMAND(wxID_ANY, EVT_FREQWINDOW_RECALC, FrequencyPlotDialog::OnRecalc)
END_EVENT_TABLE()
 
FrequencyPlotDialog::FrequencyPlotDialog(wxWindow * parent, wxWindowID id,
                           AudacityProject &project,
                           const TranslatableString & title,
                           const wxPoint & pos)
:  wxDialogWrapper(parent, id, title, pos, wxDefaultSize,
            wxDEFAULT_DIALOG_STYLE | wxRESIZE_BORDER | wxMAXIMIZE_BOX),
   mProject{ &project }
,  mAnalyst(std::make_unique<SpectrumAnalyst>())
{
   SetName();
 
   mMouseX = 0;
   mMouseY = 0;
   mRate = 0;
   mDataLen = 0;
 
   gPrefs->Read(wxT("/FrequencyPlotDialog/DrawGrid"), &mDrawGrid, true);
   gPrefs->Read(wxT("/FrequencyPlotDialog/SizeChoice"), &mSize, 3);
 
   int alg;
   gPrefs->Read(wxT("/FrequencyPlotDialog/AlgChoice"), &alg, 0);
   mAlg = static_cast<SpectrumAnalyst::Algorithm>(alg);
 
   gPrefs->Read(wxT("/FrequencyPlotDialog/FuncChoice"), &mFunc, 3);
   gPrefs->Read(wxT("/FrequencyPlotDialog/AxisChoice"), &mAxis, 1);
 
   Populate();
}
 
FrequencyPlotDialog::~FrequencyPlotDialog()
{
}
 
void FrequencyPlotDialog::Populate()
{
   SetTitle(FrequencyAnalysisTitle);
 
   TranslatableStrings algChoices{
      XO("Spectrum") ,
      XO("Standard Autocorrelation") ,
      XO("Cuberoot Autocorrelation") ,
      XO("Enhanced Autocorrelation") ,
        /* i18n-hint: This is a technical term, derived from the word
         * "spectrum".  Do not translate it unless you are sure you
         * know the correct technical word in your language. */
      XO("Cepstrum") ,
   };
 
   TranslatableStrings sizeChoices{
      Verbatim( "128" ) ,
      Verbatim( "256" ) ,
      Verbatim( "512" ) ,
      Verbatim( "1024" ) ,
      Verbatim( "2048" ) ,
      Verbatim( "4096" ) ,
      Verbatim( "8192" ) ,
      Verbatim( "16384" ) ,
      Verbatim( "32768" ) ,
      Verbatim( "65536" ) ,
      Verbatim( "131072" ) ,
   };
 
   TranslatableStrings funcChoices;
   for (int i = 0, cnt = NumWindowFuncs(); i < cnt; i++)
   {
      funcChoices.push_back(
         /* i18n-hint: This refers to a "window function",
          * such as Hann or Rectangular, used in the
          * Frequency analyze dialog box. */
         XO("%s window").Format( WindowFuncName(i) ) );
   }
 
   TranslatableStrings axisChoices{
      XO("Linear frequency") ,
      XO("Log frequency") ,
   };
 
   mFreqFont = wxFont(fontSize, wxFONTFAMILY_SWISS, wxFONTSTYLE_NORMAL, wxFONTWEIGHT_NORMAL);
   mArrowCursor = std::make_unique<wxCursor>(wxCURSOR_ARROW);
   mCrossCursor = std::make_unique<wxCursor>(wxCURSOR_CROSS);
 
   long size;
   // reinterpret one of the verbatim strings above as a number
   sizeChoices[mSize].MSGID().GET().ToLong(&size);
   mWindowSize = size;
 
   dBRange = DecibelScaleCutoff.Read();
   if(dBRange < 90.)
      dBRange = 90.;
 
   ShuttleGui S(this, eIsCreating);
 
   S.SetBorder(0);
 
   S.AddSpace(5);
 
   S.SetSizerProportion(1);
   S.StartMultiColumn(3, wxEXPAND);
   {
      S.SetStretchyCol(1);
      S.SetStretchyRow(0);
 
      // -------------------------------------------------------------------
      // ROW 1: Freq response panel and sliders for vertical scale
      // -------------------------------------------------------------------
 
      S.StartVerticalLay(2);
      {
         vRuler = safenew RulerPanel(
            S.GetParent(), wxID_ANY, wxVERTICAL,
            wxSize{ 100, 100 }, // Ruler can't handle small sizes
            RulerPanel::Range{ 0.0, -dBRange },
            Ruler::LinearDBFormat,
            XO("dB"),
            RulerPanel::Options{}
               .LabelEdges(true)
               .TickColour( theTheme.Colour( clrGraphLabels ) )
         );
 
         S.AddSpace(wxDefaultCoord, 1);
         S.Prop(1)
            .Position(wxALIGN_RIGHT | wxALIGN_TOP)
            .AddWindow(vRuler);
         S.AddSpace(wxDefaultCoord, 1);
      }
      S.EndVerticalLay();
 
      mFreqPlot = safenew FreqPlot(S.GetParent(), wxID_ANY);
      S.Prop(1)
         .Position(wxEXPAND)
         .MinSize( { wxDefaultCoord, FREQ_WINDOW_HEIGHT } )
         .AddWindow(mFreqPlot);
 
      S.StartHorizontalLay(wxEXPAND, 0);
      {
         S.StartVerticalLay();
         {
            mPanScroller = safenew wxScrollBar(S.GetParent(), FreqPanScrollerID,
               wxDefaultPosition, wxDefaultSize, wxSB_VERTICAL);
#if wxUSE_ACCESSIBILITY
            // so that name can be set on a standard control
            mPanScroller->SetAccessible(safenew WindowAccessible(mPanScroller));
#endif
            S.Prop(1);
            S
               .Name(XO("Scroll"))
               .Position( wxALIGN_LEFT | wxTOP)
               .AddWindow(mPanScroller);
         }
         S.EndVerticalLay();
 
         S.StartVerticalLay();
         {
            wxStaticBitmap *zi = safenew wxStaticBitmap(S.GetParent(), wxID_ANY, wxBitmap(ZoomIn));
            S.Position(wxALIGN_CENTER)
               .AddWindow(zi);
 
            S.AddSpace(5);
 
            mZoomSlider = safenew wxSliderWrapper(S.GetParent(), FreqZoomSliderID, 100, 1, 100,
               wxDefaultPosition, wxDefaultSize, wxSL_VERTICAL);
            S.Prop(1);
            S
               .Name(XO("Zoom"))
               .Position(wxALIGN_CENTER_HORIZONTAL)
               .AddWindow(mZoomSlider);
#if wxUSE_ACCESSIBILITY
            // so that name can be set on a standard control
            mZoomSlider->SetAccessible(safenew WindowAccessible(mZoomSlider));
#endif
 
            S.AddSpace(5);
 
            wxStaticBitmap *zo = safenew wxStaticBitmap(S.GetParent(), wxID_ANY, wxBitmap(ZoomOut));
            S.Position(wxALIGN_CENTER)
               .AddWindow(zo);
         }
         S.EndVerticalLay();
 
         S.AddSpace(5, wxDefaultCoord);
      }
      S.EndHorizontalLay();
 
      // -------------------------------------------------------------------
      // ROW 2: Frequency ruler
      // -------------------------------------------------------------------
 
      S.AddSpace(1);
 
      S.StartHorizontalLay(wxEXPAND, 0);
      {
         hRuler  = safenew RulerPanel(
            S.GetParent(), wxID_ANY, wxHORIZONTAL,
            wxSize{ 100, 100 }, // Ruler can't handle small sizes
            RulerPanel::Range{ 10, 20000 },
            Ruler::RealFormat,
            XO("Hz"),
            RulerPanel::Options{}
               .Log(true)
               .Flip(true)
               .LabelEdges(true)
               .TickColour( theTheme.Colour( clrGraphLabels ) )
         );
 
         S.AddSpace(1, wxDefaultCoord);
         S.Prop(1)
            .Position(wxALIGN_LEFT | wxALIGN_TOP)
            .AddWindow(hRuler);
         S.AddSpace(1, wxDefaultCoord);
      }
      S.EndHorizontalLay();
 
      S.AddSpace(1);
 
      // -------------------------------------------------------------------
      // ROW 3: Spacer
      // -------------------------------------------------------------------
 
      S.AddSpace(5);
      S.AddSpace(5);
      S.AddSpace(5);
 
      // -------------------------------------------------------------------
      // ROW 4: Info
      // -------------------------------------------------------------------
 
      S.AddSpace(1);
 
      S.StartHorizontalLay(wxEXPAND);
      {
         S.SetSizerProportion(1);
         S.StartMultiColumn(6);
         S.SetStretchyCol(1);
         S.SetStretchyCol(3);
         {
            S.AddPrompt(XXO("Cursor:"));
 
            mCursorText = S.Style(wxTE_READONLY)
               .AddTextBox( {}, wxT(""), 10);
 
            S.AddPrompt(XXO("Peak:"));
 
            mPeakText = S.Style(wxTE_READONLY)
               .AddTextBox( {}, wxT(""), 10);
            S.AddSpace(5);
 
            mGridOnOff = S.Id(GridOnOffID).AddCheckBox(XXO("&Grids"), mDrawGrid);
         }
         S.EndMultiColumn();
      }
      S.EndHorizontalLay();
 
      S.AddSpace(1);
   }
   S.EndMultiColumn();
 
   // -------------------------------------------------------------------
   // ROW 5: Spacer
   // -------------------------------------------------------------------
   
   S.AddSpace(5);
 
   S.SetBorder(2);
   S.SetSizerProportion(0);
   S.StartMultiColumn(9, wxALIGN_CENTER);
   {
      // ----------------------------------------------------------------
      // ROW 6: Algorithm, Size, Export, Replot
      // ----------------------------------------------------------------
 
      S.AddSpace(5);
 
      mAlgChoice = S.Id(FreqAlgChoiceID).Focus()
         .MinSize( { wxDefaultCoord, wxDefaultCoord } )
         .AddChoice(XXO("&Algorithm:"), algChoices, mAlg);
 
      S.AddSpace(5);
 
      mSizeChoice = S.Id(FreqSizeChoiceID)
         .MinSize( { wxDefaultCoord, wxDefaultCoord } )
         .AddChoice(XXO("&Size:"), sizeChoices, mSize);
 
      S.AddSpace(5);
 
      mExportButton = S.Id(FreqExportButtonID).AddButton(XXO("&Export..."));
 
      S.AddSpace(5);
 
      // ----------------------------------------------------------------
      // ROW 7: Function, Axis, Grids, Close
      // ----------------------------------------------------------------
 
      S.AddSpace(5);
 
      mFuncChoice = S.Id(FreqFuncChoiceID)
         .MinSize( { wxDefaultCoord, wxDefaultCoord } )
         .AddChoice(XXO("&Function:"), funcChoices, mFunc);
      mFuncChoice->MoveAfterInTabOrder(mSizeChoice);
 
      S.AddSpace(5);
 
      mAxisChoice = S.Id(FreqAxisChoiceID)
         .MinSize( { wxDefaultCoord, wxDefaultCoord } )
         .AddChoice(XXO("&Axis:"), axisChoices, mAxis);
      mAxisChoice->MoveAfterInTabOrder(mFuncChoice);
 
      S.AddSpace(5);
 
      mReplotButton = S.Id(ReplotButtonID).AddButton(XXO("&Replot..."));
 
      S.AddSpace(5);
 
      //mCloseButton = S.Id(wxID_CANCEL).AddButton(XO("&Close"));
 
      //S.AddSpace(5);
   }
   S.EndMultiColumn();
   S.AddStandardButtons( eHelpButton | eCloseButton );
 
   // -------------------------------------------------------------------
   // ROW 8: Spacer
   // -------------------------------------------------------------------
 
   S.AddSpace(5);
 
   mProgress = safenew FreqGauge(S.GetParent(), wxID_ANY); //, wxST_SIZEGRIP);
   S.Position(wxEXPAND)
      .AddWindow(mProgress);
 
   // Log-frequency axis works for spectrum plots only.
   if (mAlg != SpectrumAnalyst::Spectrum)
   {
      mAxis = 0;
      mAxisChoice->Disable();
   }
   mLogAxis = mAxis != 0;
 
   mCloseButton = static_cast<wxButton*>(FindWindowById( wxID_CANCEL ));
   mCloseButton->SetDefault();
 
   Layout();
   Fit();
   // Bug 1607:
   Center();
 
   SetMinSize(GetSize());
 
#if defined(__WXGTK__)
   // This should be rechecked with wx3.
   //
   // The scrollbar (focus some reason) doesn't allow tabbing past it
   // because it can't receive focus.  So, convince it otherwise.
   //
   // Unfortunately, this still doesn't let you adjust the scrollbar
   // from the keyboard.  Near as I can tell, wxWGTK is capturing the
   // keyboard input, so the GTK widget doesn't see it, preventing
   // the normal scroll events from being generated.
   //
   // I guess the only way round it would be to handle key actions
   // ourselves, but we'll leave that for a future date.
//   gtk_widget_set_can_focus(mPanScroller->m_widget, true);
#endif
}
 
void FrequencyPlotDialog::OnGetURL(wxCommandEvent & WXUNUSED(event))
{
   // Original help page is back on-line (March 2016), but the manual should be more reliable.
   // http://www.eramp.com/WCAG_2_audio_contrast_tool_help.htm
   HelpSystem::ShowHelp(this, L"Plot_Spectrum");
}
 
bool FrequencyPlotDialog::Show(bool show)
{
   if (!show)
   {
      mFreqPlot->SetCursor(*mArrowCursor);
   }
 
   bool shown = IsShown();
 
   if (show && !shown)
   {
      dBRange = DecibelScaleCutoff.Read();
      if(dBRange < 90.)
         dBRange = 90.;
      GetAudio();
      // Don't send an event.  We need the recalc right away.
      // so that mAnalyst is valid when we paint.
      //SendRecalcEvent();
      Recalc();
   }
 
   bool res = wxDialogWrapper::Show(show);
 
   return res;
}
 
void FrequencyPlotDialog::GetAudio()
{
   mData.reset();
   mDataLen = 0;
 
   int selcount = 0;
   bool warning = false;
   for (auto track : TrackList::Get( *mProject ).Selected< const WaveTrack >()) {
      auto &selectedRegion = ViewInfo::Get( *mProject ).selectedRegion;
      if (selcount==0) {
         mRate = track->GetRate();
         auto start = track->TimeToLongSamples(selectedRegion.t0());
         auto end = track->TimeToLongSamples(selectedRegion.t1());
         auto dataLen = end - start;
         // Permit approximately 46.60 minutes of selected samples at
         // a sampling frequency of 48 kHz (11.65 minutes at 192 kHz).
         auto maxDataLen = size_t(2) << 26;
         if (dataLen > maxDataLen) {
            warning = true;
            mDataLen = maxDataLen;
         }
         else {
            mDataLen = dataLen.as_size_t();
         }
         mData = Floats{ mDataLen };
         // Don't allow throw for bad reads
         track->GetFloats(mData.get(), start, mDataLen,
                    fillZero, false);
      }
      else {
         if (track->GetRate() != mRate) {
            AudacityMessageBox(
               XO(
"To plot the spectrum, all selected tracks must be the same sample rate.") );
            mData.reset();
            mDataLen = 0;
            return;
         }
         auto start = track->TimeToLongSamples(selectedRegion.t0());
         Floats buffer2{ mDataLen };
         // Again, stop exceptions
         track->GetFloats(buffer2.get(), start, mDataLen,
                    fillZero, false);
         for (size_t i = 0; i < mDataLen; i++)
            mData[i] += buffer2[i];
      }
      selcount++;
   }
 
   if (selcount == 0)
      return;
 
   if (warning) {
      auto msg = XO(
"Too much audio was selected. Only the first %.1f seconds of audio will be analyzed.")
         .Format(mDataLen / mRate);
      AudacityMessageBox( msg );
   }
}
 
void FrequencyPlotDialog::OnSize(wxSizeEvent & WXUNUSED(event))
{
   Layout();
 
   DrawPlot();
 
   Refresh(true);
}
 
void FrequencyPlotDialog::DrawBackground(wxMemoryDC & dc)
{
   Layout();
 
   mBitmap.reset();
 
   mPlotRect = mFreqPlot->GetClientRect();
 
   mBitmap = std::make_unique<wxBitmap>(mPlotRect.width, mPlotRect.height,24);
 
   dc.SelectObject(*mBitmap);
 
   dc.SetBackground(wxBrush(wxColour(254, 254, 254)));// DONT-THEME Mask colour.
   dc.Clear();
 
   dc.SetPen(*wxBLACK_PEN);
   dc.SetBrush(*wxWHITE_BRUSH);
   dc.DrawRectangle(mPlotRect);
 
   dc.SetFont(mFreqFont);
}
 
void FrequencyPlotDialog::DrawPlot()
{
   if (!mData || mDataLen < mWindowSize || mAnalyst->GetProcessedSize() == 0) {
      wxMemoryDC memDC;
 
      vRuler->ruler.SetLog(false);
      vRuler->ruler.SetRange(0.0, -dBRange);
 
      hRuler->ruler.SetLog(false);
      hRuler->ruler.SetRange(0, 1);
 
      DrawBackground(memDC);
 
      if (mDataLen < mWindowSize) {
         wxString msg = _("Not enough data selected.");
         wxSize sz = memDC.GetTextExtent(msg);
         memDC.DrawText(msg,
                        (mPlotRect.GetWidth() - sz.GetWidth()) / 2,
                        (mPlotRect.GetHeight() - sz.GetHeight()) / 2);
      }
 
      memDC.SelectObject(wxNullBitmap);
      
      mFreqPlot->Refresh();
 
      Refresh();
 
      return;
   }
 
   float yRange = mYMax - mYMin;
   float yTotal = yRange * ((float) mZoomSlider->GetValue() / 100.0f);
 
   int sTotal = yTotal * 100;
   int sRange = yRange * 100;
   int sPos = mPanScroller->GetThumbPosition() + ((mPanScroller->GetThumbSize() - sTotal) / 2);
    mPanScroller->SetScrollbar(sPos, sTotal, sRange, sTotal);
 
   float yMax = mYMax - ((float)sPos / 100);
   float yMin = yMax - yTotal;
 
   // Set up y axis ruler
 
   if (mAlg == SpectrumAnalyst::Spectrum) {
      vRuler->ruler.SetUnits(XO("dB"));
      vRuler->ruler.SetFormat(Ruler::LinearDBFormat);
   } else {
      vRuler->ruler.SetUnits({});
      vRuler->ruler.SetFormat(Ruler::RealFormat);
   }
   int w1, w2, h;
   vRuler->ruler.GetMaxSize(&w1, &h);
   vRuler->ruler.SetRange(yMax, yMin); // Note inversion for vertical.
   vRuler->ruler.GetMaxSize(&w2, &h);
   if( w1 != w2 )   // Reduces flicker
   {
      vRuler->SetMinSize(wxSize(w2,h));
      Layout();
   }
   vRuler->Refresh(false);
 
   wxMemoryDC memDC;
   DrawBackground(memDC);
 
   // Get the plot dimensions
   //
   // Must be done after setting the vertical ruler above since the
   // the width could change.
   wxRect r = mPlotRect;
 
   // Set up x axis ruler
 
   int width = r.width - 2;
 
   float xMin, xMax, xRatio, xStep;
 
   if (mAlg == SpectrumAnalyst::Spectrum) {
      xMin = mRate / mWindowSize;
      xMax = mRate / 2;
      xRatio = xMax / xMin;
      if (mLogAxis)
      {
         xStep = pow(2.0f, (log(xRatio) / log(2.0f)) / width);
         hRuler->ruler.SetLog(true);
      }
      else
      {
         xStep = (xMax - xMin) / width;
         hRuler->ruler.SetLog(false);
      }
      hRuler->ruler.SetUnits(XO("Hz"));
   } else {
      xMin = 0;
      xMax = mAnalyst->GetProcessedSize() / mRate;
      xStep = (xMax - xMin) / width;
      hRuler->ruler.SetLog(false);
      /* i18n-hint: short form of 'seconds'.*/
      hRuler->ruler.SetUnits(XO("s"));
   }
   hRuler->ruler.SetRange(xMin, xMax-xStep);
   hRuler->Refresh(false);
 
   // Draw the plot
   if (mAlg == SpectrumAnalyst::Spectrum)
      memDC.SetPen(wxPen(theTheme.Colour( clrHzPlot ), 1, wxPENSTYLE_SOLID));
   else
      memDC.SetPen(wxPen(theTheme.Colour( clrWavelengthPlot), 1, wxPENSTYLE_SOLID));
 
   float xPos = xMin;
 
   for (int i = 0; i < width; i++) {
      float y;
 
      if (mLogAxis)
         y = mAnalyst->GetProcessedValue(xPos, xPos * xStep);
      else
         y = mAnalyst->GetProcessedValue(xPos, xPos + xStep);
 
      float ynorm = (y - yMin) / yTotal;
 
      int lineheight = (int)(ynorm * (r.height - 1));
 
      if (lineheight > r.height - 2)
         lineheight = r.height - 2;
 
      if (ynorm > 0.0)
         AColor::Line(memDC, r.x + 1 + i, r.y + r.height - 1 - lineheight,
                        r.x + 1 + i, r.y + r.height - 1);
 
      if (mLogAxis)
         xPos *= xStep;
      else
         xPos += xStep;
   }
 
   // Outline the graph
   memDC.SetPen(*wxBLACK_PEN);
   memDC.SetBrush(*wxTRANSPARENT_BRUSH);
   memDC.DrawRectangle(r);
 
   if(mDrawGrid)
   {
      hRuler->ruler.DrawGrid(memDC, r.height, true, true, 1, 1);
      vRuler->ruler.DrawGrid(memDC, r.width, true, true, 1, 1);
   }
 
   memDC.SelectObject( wxNullBitmap );
 
   mFreqPlot->Refresh();
}
 
 
void FrequencyPlotDialog::PlotMouseEvent(wxMouseEvent & event)
{
   if (event.Moving() && (event.m_x != mMouseX || event.m_y != mMouseY)) {
      mMouseX = event.m_x;
      mMouseY = event.m_y;
 
      if (mPlotRect.Contains(mMouseX, mMouseY))
         mFreqPlot->SetCursor(*mCrossCursor);
      else
         mFreqPlot->SetCursor(*mArrowCursor);
 
      mFreqPlot->Refresh(false);
   }
}
 
void FrequencyPlotDialog::OnPanScroller(wxScrollEvent & WXUNUSED(event))
{
   DrawPlot();
}
 
void FrequencyPlotDialog::OnZoomSlider(wxCommandEvent & WXUNUSED(event))
{
   DrawPlot();
}
 
void FrequencyPlotDialog::OnAlgChoice(wxCommandEvent & WXUNUSED(event))
{
   mAlg = SpectrumAnalyst::Algorithm(mAlgChoice->GetSelection());
 
   // Log-frequency axis works for spectrum plots only.
   if (mAlg == SpectrumAnalyst::Spectrum) {
      mAxisChoice->Enable(true);
      mLogAxis = mAxisChoice->GetSelection() ? true : false;
   }
   else {
      mAxisChoice->Disable();
      mLogAxis = false;
   }
 
   SendRecalcEvent();
}
 
void FrequencyPlotDialog::OnSizeChoice(wxCommandEvent & WXUNUSED(event))
{
   long windowSize = 0;
   mSizeChoice->GetStringSelection().ToLong(&windowSize);
   mWindowSize = windowSize;
 
   SendRecalcEvent();
}
 
void FrequencyPlotDialog::OnFuncChoice(wxCommandEvent & WXUNUSED(event))
{
   SendRecalcEvent();
}
 
void FrequencyPlotDialog::OnAxisChoice(wxCommandEvent & WXUNUSED(event))
{
   mLogAxis = mAxisChoice->GetSelection() ? true : false;
   DrawPlot();
}
 
void FrequencyPlotDialog::PlotPaint(wxPaintEvent & event)
{
   wxPaintDC dc( (wxWindow *) event.GetEventObject() );
 
   dc.DrawBitmap( *mBitmap, 0, 0, true );
   // Fix for Bug 1226 "Plot Spectrum freezes... if insufficient samples selected"
   if (!mData || mDataLen < mWindowSize)
      return;
 
   dc.SetFont(mFreqFont);
 
   wxRect r = mPlotRect;
 
   int width = r.width - 2;
 
   float xMin, xMax, xRatio, xStep;
 
   if (mAlg == SpectrumAnalyst::Spectrum) {
      xMin = mRate / mWindowSize;
      xMax = mRate / 2;
      xRatio = xMax / xMin;
      if (mLogAxis)
         xStep = pow(2.0f, (log(xRatio) / log(2.0f)) / width);
      else
         xStep = (xMax - xMin) / width;
   } else {
      xMin = 0;
      xMax = mAnalyst->GetProcessedSize() / mRate;
      xStep = (xMax - xMin) / width;
   }
 
   float xPos = xMin;
 
   // Find the peak nearest the cursor and plot it
   if ( r.Contains(mMouseX, mMouseY) & (mMouseX!=0) & (mMouseX!=r.width-1) ) {
      if (mLogAxis)
         xPos = xMin * pow(xStep, mMouseX - (r.x + 1));
      else
         xPos = xMin + xStep * (mMouseX - (r.x + 1));
 
      float bestValue = 0;
      float bestpeak = mAnalyst->FindPeak(xPos, &bestValue);
 
      int px;
      if (mLogAxis)
         px = (int)(log(bestpeak / xMin) / log(xStep));
      else
         px = (int)((bestpeak - xMin) * width / (xMax - xMin));
 
      dc.SetPen(wxPen(wxColour(255, 32, 32), 1, wxPENSTYLE_SOLID));
      AColor::Line(dc, r.x + 1 + px, r.y, r.x + 1 + px, r.y + r.height);
 
       // print out info about the cursor location
 
      float value;
 
      if (mLogAxis) {
         xPos = xMin * pow(xStep, mMouseX - (r.x + 1));
         value = mAnalyst->GetProcessedValue(xPos, xPos * xStep);
      } else {
         xPos = xMin + xStep * (mMouseX - (r.x + 1));
         value = mAnalyst->GetProcessedValue(xPos, xPos + xStep);
      }
 
      TranslatableString cursor;
      TranslatableString peak;
 
      if (mAlg == SpectrumAnalyst::Spectrum) {
         auto xp = PitchName_Absolute(FreqToMIDInote(xPos));
         auto pp = PitchName_Absolute(FreqToMIDInote(bestpeak));
         /* i18n-hint: The %d's are replaced by numbers, the %s by musical notes, e.g. A#*/
         cursor = XO("%d Hz (%s) = %d dB")
            .Format( (int)(xPos + 0.5), xp, (int)(value + 0.5));
         /* i18n-hint: The %d's are replaced by numbers, the %s by musical notes, e.g. A#*/
         peak = XO("%d Hz (%s) = %.1f dB")
            .Format( (int)(bestpeak + 0.5), pp, bestValue );
      } else if (xPos > 0.0 && bestpeak > 0.0) {
         auto xp = PitchName_Absolute(FreqToMIDInote(1.0 / xPos));
         auto pp = PitchName_Absolute(FreqToMIDInote(1.0 / bestpeak));
         /* i18n-hint: The %d's are replaced by numbers, the %s by musical notes, e.g. A#
          * the %.4f are numbers, and 'sec' should be an abbreviation for seconds */
         cursor = XO("%.4f sec (%d Hz) (%s) = %f")
            .Format( xPos, (int)(1.0 / xPos + 0.5), xp, value );
         /* i18n-hint: The %d's are replaced by numbers, the %s by musical notes, e.g. A#
          * the %.4f are numbers, and 'sec' should be an abbreviation for seconds */
         peak = XO("%.4f sec (%d Hz) (%s) = %.3f")
            .Format( bestpeak, (int)(1.0 / bestpeak + 0.5), pp, bestValue );
      }
      mCursorText->SetValue( cursor.Translation() );
      mPeakText->SetValue( peak.Translation() );
   }
   else {
      mCursorText->SetValue(wxT(""));
      mPeakText->SetValue(wxT(""));
   }
 
 
   // Outline the graph
   dc.SetPen(*wxBLACK_PEN);
   dc.SetBrush(*wxTRANSPARENT_BRUSH);
   dc.DrawRectangle(r);
}
 
void FrequencyPlotDialog::OnCloseWindow(wxCloseEvent & WXUNUSED(event))
{
   Show(false);
}
 
void FrequencyPlotDialog::OnCloseButton(wxCommandEvent & WXUNUSED(event))
{
   gPrefs->Write(wxT("/FrequencyPlotDialog/DrawGrid"), mDrawGrid);
   gPrefs->Write(wxT("/FrequencyPlotDialog/SizeChoice"), mSizeChoice->GetSelection());
   gPrefs->Write(wxT("/FrequencyPlotDialog/AlgChoice"), mAlgChoice->GetSelection());
   gPrefs->Write(wxT("/FrequencyPlotDialog/FuncChoice"), mFuncChoice->GetSelection());
   gPrefs->Write(wxT("/FrequencyPlotDialog/AxisChoice"), mAxisChoice->GetSelection());
   gPrefs->Flush();
   mData.reset();
   Show(false);
}
 
void FrequencyPlotDialog::SendRecalcEvent()
{
   wxCommandEvent e(EVT_FREQWINDOW_RECALC, wxID_ANY);
   GetEventHandler()->AddPendingEvent(e);
}
 
void FrequencyPlotDialog::Recalc()
{
   if (!mData || mDataLen < mWindowSize) {
      DrawPlot();
      return;
   }
 
   SpectrumAnalyst::Algorithm alg =
      SpectrumAnalyst::Algorithm(mAlgChoice->GetSelection());
   int windowFunc = mFuncChoice->GetSelection();
 
   wxWindow *hadFocus = FindFocus();
   // In wxMac, the skipped window MUST be a top level window.  I'd originally made it
   // just the mProgress window with the idea of preventing user interaction with the
   // controls while the plot was being recalculated.  This doesn't appear to be necessary
   // so just use the top level window instead.
   {
      std::optional<wxWindowDisabler> blocker;
      if (IsShown())
         blocker.emplace(this);
      wxYieldIfNeeded();
 
      mAnalyst->Calculate(alg, windowFunc, mWindowSize, mRate,
         mData.get(), mDataLen,
         &mYMin, &mYMax, mProgress);
   }
   if (hadFocus) {
      hadFocus->SetFocus();
   }
 
   if (alg == SpectrumAnalyst::Spectrum) {
      if(mYMin < -dBRange)
         mYMin = -dBRange;
      if(mYMax <= -dBRange)
         mYMax = -dBRange + 10.; // it's all out of range, but show a scale.
      else
         mYMax += .5;
   }
 
   // Prime the scrollbar
   mPanScroller->SetScrollbar(0, (mYMax - mYMin) * 100, (mYMax - mYMin) * 100, 1);
 
   DrawPlot();
}
 
void FrequencyPlotDialog::OnExport(wxCommandEvent & WXUNUSED(event))
{
   wxString fName = _("spectrum.txt");
 
   fName = SelectFile(FileNames::Operation::Export,
      XO("Export Spectral Data As:"),
      wxEmptyString,
      fName,
      wxT("txt"),
      { FileNames::TextFiles, FileNames::AllFiles },
      wxFD_SAVE | wxRESIZE_BORDER,
      this);
 
   if (fName.empty())
      return;
 
   wxFFileOutputStream ffStream{ fName };
   if (!ffStream.IsOk()) {
      AudacityMessageBox( XO("Couldn't write to file: %s").Format( fName ) );
      return;
   }
 
  wxTextOutputStream ss(ffStream);
 
   const int processedSize = mAnalyst->GetProcessedSize();
   const float *const processed = mAnalyst->GetProcessed();
   if (mAlgChoice->GetSelection() == 0) {
      ss
         << XO("Frequency (Hz)\tLevel (dB)") << '\n';
      for (int i = 1; i < processedSize; i++)
         ss
            << wxString::Format(wxT("%f\t%f\n"),
               i * mRate / mWindowSize, processed[i] );
   }
   else {
      ss
         << XO("Lag (seconds)\tFrequency (Hz)\tLevel") << '\n';
      for (int i = 1; i < processedSize; i++)
         ss
            << wxString::Format(wxT("%f\t%f\t%f\n"),
               i / mRate, mRate / i, processed[i] );
   }
}
 
void FrequencyPlotDialog::OnReplot(wxCommandEvent & WXUNUSED(event))
{
   dBRange = DecibelScaleCutoff.Read();
   if(dBRange < 90.)
      dBRange = 90.;
   GetAudio();
   SendRecalcEvent();
}
 
void FrequencyPlotDialog::OnGridOnOff(wxCommandEvent & WXUNUSED(event))
{
   mDrawGrid = mGridOnOff->IsChecked();
 
   DrawPlot();
}
 
void FrequencyPlotDialog::OnRecalc(wxCommandEvent & WXUNUSED(event))
{
   Recalc();
}
 
void FrequencyPlotDialog::UpdatePrefs()
{
   bool shown = IsShown();
   if (shown) {
      Show(false);
   }
 
   auto zoomSlider = mZoomSlider->GetValue();
   auto drawGrid = mGridOnOff->GetValue();
   auto sizeChoice = mSizeChoice->GetStringSelection();
   auto algChoice = mAlgChoice->GetSelection();
   auto funcChoice = mFuncChoice->GetSelection();
   auto axisChoice = mAxisChoice->GetSelection();
 
   SetSizer(nullptr);
   DestroyChildren();
 
   Populate();
 
   mZoomSlider->SetValue(zoomSlider);
 
   mDrawGrid = drawGrid;
   mGridOnOff->SetValue(drawGrid);
 
   long windowSize = 0;
   sizeChoice.ToLong(&windowSize);
   mWindowSize = windowSize;
   mSizeChoice->SetStringSelection(sizeChoice);
 
   mAlg = static_cast<SpectrumAnalyst::Algorithm>(algChoice);
   mAlgChoice->SetSelection(algChoice);
 
   mFunc = funcChoice;
   mFuncChoice->SetSelection(funcChoice);
 
   mAxis = axisChoice;
   mAxisChoice->SetSelection(axisChoice);
 
   if (shown) {
      Show(true);
   }
}
 
BEGIN_EVENT_TABLE(FreqPlot, wxWindow)
   EVT_ERASE_BACKGROUND(FreqPlot::OnErase)
   EVT_PAINT(FreqPlot::OnPaint)
   EVT_MOUSE_EVENTS(FreqPlot::OnMouseEvent)
END_EVENT_TABLE()
 
FreqPlot::FreqPlot(wxWindow *parent, wxWindowID winid)
:  wxWindow(parent, winid)
{
   freqWindow = (FrequencyPlotDialog *) parent;
}
 
bool FreqPlot::AcceptsFocus() const
{
   return false;
}
 
void FreqPlot::OnErase(wxEraseEvent & WXUNUSED(event))
{
   // Ignore it to prevent flashing
}
 
void FreqPlot::OnPaint(wxPaintEvent & evt)
{
   freqWindow->PlotPaint(evt);
}
 
void FreqPlot::OnMouseEvent(wxMouseEvent & event)
{
   freqWindow->PlotMouseEvent(event);
}
 
// Remaining code hooks this add-on into the application
#include "commands/CommandContext.h"
#include "commands/CommandManager.h"
#include "ProjectWindows.h"
 
namespace {
 
AttachedWindows::RegisteredFactory sFrequencyWindowKey{
   []( AudacityProject &parent ) -> wxWeakRef< wxWindow > {
      auto &window = ProjectWindow::Get( parent );
      return safenew FrequencyPlotDialog(
         &window, -1, parent, FrequencyAnalysisTitle,
         wxPoint{ 150, 150 }
      );
   }
};
 
// Define our extra menu item that invokes that factory
struct Handler : CommandHandlerObject {
   void OnPlotSpectrum(const CommandContext &context)
   {
      auto &project = context.project;
      CommandManager::Get(project).RegisterLastAnalyzer(context);  //Register Plot Spectrum as Last Analyzer
      auto freqWindow = &GetAttachedWindows(project)
         .Get< FrequencyPlotDialog >( sFrequencyWindowKey );
 
      if( VetoDialogHook::Call( freqWindow ) )
         return;
      freqWindow->Show(true);
      freqWindow->Raise();
      freqWindow->SetFocus();
   }
};
 
CommandHandlerObject &findCommandHandler(AudacityProject &) {
   // Handler is not stateful.  Doesn't need a factory registered with
   // AudacityProject.
   static Handler instance;
   return instance;
}
 
// Register that menu item
 
using namespace MenuTable;
AttachedItem sAttachment{ wxT("Analyze/Analyzers/Windows"),
   ( FinderScope{ findCommandHandler },
      Command( wxT("PlotSpectrum"), XXO("Plot Spectrum..."),
         &Handler::OnPlotSpectrum,
         AudioIONotBusyFlag() | WaveTracksSelectedFlag() | TimeSelectedFlag() ) )
};
 
}