ը f,jdZddlZddlmcmZddlmcmZddlm Z GddejZ y)a @package iclass.plots @brief wxIClass plots (histograms, coincidence plots). Classes: - plots::PlotPanel (C) 2006-2011,2013 by the GRASS Development Team This program is free software under the GNU General Public License (>=v2). Read the file COPYING that comes with GRASS for details. @author Vaclav Petras @author Anna Kratochvilova N)GErrorceZdZdZdZdZdZdZdZdZ dZ dd Z dd Z d Z d Zd ZdZdZdZdZdZdZdZdZdZdZdZdZdZdZy) PlotPanela/Panel for drawing multiple plots. There are three types of plots: histograms, coincidence plots and scatter plots. Histograms show frequency of cell category values in training areas for each band and for one category. Coincidence plots show min max range of classes for each band. ctjj|||jdd||_||_g|_g|_||_d|_ tjtj|_ |j|j|j!|j#|j|jj%||j'y)NFTscroll_xscroll_y)scrolled ScrolledPanel__init__SetupScrolling_gifaceparent canvasListbandList stats_data currentCatwxBoxSizerVERTICAL mainSizer_createControlPanel_createPlotPanel_createScatterPlotPanelSetSizerFitLayout)selfrgifacers -/usr/lib/grass83/gui/wxpython/iclass/plots.pyr zPlotPanel.__init__"s''f5 UT:   $R[[1   "  $$& dnn% 4  cR|jr|jjyyN) iscatt_panel CloseWindowrs r r%zPlotPanel.CloseWindow7s"       ) ) + r!cBtj||_|jj |jdtj dtj tj|_|jj|jy)N)rr proportionflagborder) rPanel canvasPanelrAddEXPANDrr canvasSizerrr&s r rzPlotPanel._createPlotPanel;sh8840 4++ RST;;r{{3 !!$"2"23r!c tj|tjtdtdtdg|_|j j |jdtjtjzd|jjtj|jy)N HistogramszCoincident plotsz Scatter plots)idchoicesrr)) rChoiceID_ANY_ plotSwitchrr/r0ALLBind EVT_CHOICEOnPlotTypeSelectedr&s r rzPlotPanel._createControlPanelAs)) yy|_a(:&;Q=OP   OO BFF0B1   R]]D,C,CDr!c ddlm}|||j|jj |_|j j|j dtjd|j jy #t$rK}td|z|_ tjt|jd|d |_Yd }~y d }~wwxYw) z"Init interactive scatter plot toolr)IClassIScattPanel)rr iclass_mapwinr(r)zfScatter plot functionality is disabled. Reason: Unable to import packages needed for scatter plot. %sF) showTracebackrN) iscatt.framer@rrGetFirstWindowr$rr/rr0Hide ImportErrorr9 scatt_error CallAfterr)rr@es r rz!PlotPanel._createScatterPlotPanelLs % 6 1||"kk88:!D  NN  !!abii      " " $ % IKLM D  LL!1!1t T $D    %sB B C ACC ct|jjdvrd|jdd|jr|jj |j j |jn|jjdk(ry|jdd|jr|jj nt|j|j j |j|jy|jjdk(rX|jj|j}|js|jy|j|n|j!|jy)zPlot type selected)rr(FTrNr)r: GetSelectionr r$rEr.ShowrrrGrr GetStatisticsIsReady ClearPlotsDrawHistogramsDrawCoincidencePlots)reventstats r r>zPlotPanel.OnPlotTypeSelectedbsA ?? ' ' )V 3     >  !!&&(    ! ! # KKM __ ) ) +q 0     ?  !!&&(t''(    ! ! # KKM ?? "  ?? ' ' )Q .??00AD<<>!    %  % % ' r!c|jjdk(r7|jj|j}|j |yy)z8Standard deviation multiplier changed, redraw histogramsrN)r:rLrrNr UpdateRanges)rrTs r StddevChangedzPlotPanel.StddevChangedsB ?? ' ' )Q .??00AD   d # /r!c4|jD] }||_ yr#)r enableZoom)rtypeenablecanvass r EnableZoomzPlotPanel.EnableZoomsoo 'F &F  'r!cH|jD]}|j|yr#)r SetEnableDrag)rr[r\s r EnablePanzPlotPanel.EnablePans#oo )F   ( )r!cT|jD]}|jg|_y)zDestroy all plot canvasesN)rDestroy)rpanels r DestroyPlotszPlotPanel.DestroyPlotss'__ E MMO r!ctt|jD]}|j|j !y)zClears plot canvasesN)rangelenrrClear)rbandIdxs r rPzPlotPanel.ClearPlotss4S/0 -G OOG $ * * , -r!c2d|_|jy)z#Reset plots (when new map imported)N)rrPr&s r ResetzPlotPanel.Resets r!c|jD]}tj|j}|j dd|_d|_|jj||jj|dtjd|j|j|jy)z5Create plot canvases according to the number of bands) r(rr)N)rplot PlotCanvasr. SetMinSize fontSizeTitle fontSizeAxisrappendr1r/rr0SetVirtualSizeGetBestVirtualSizer)rbandr\s r CreatePlotCanvaseszPlotPanel.CreatePlotCanvasessMM QD__T%5%56F   i (#%F "#F  OO " "6 *    ABIIa P Q D3356 r!cZ||_||_|jj|||_|j j }|jj|}|js|dk(ry|j|j|jdy)aUpdate plots after new analysis :param group: imagery group :param subgroup: imagery group :param currentCat: currently selected category (class) :param stats_data: StatisticsData instance (defined in statistics.py) rN) rrrGetGroupLayersrr:rLrNrOrdrzr>)rgroupsubgrouprr graphTyperTs r UpdatePlotszPlotPanel.UpdatePlotss%$ 225(C OO002 ,,Z8||~)q.   ! %r!c||_yr#)r)rcats r UpdateCategoryzPlotPanel.UpdateCategorys r!ctt|jD]=}d|j|_g}d}|j |j ||jj}t|D]s\}}|jj|}|js2|j}|dz}|j|||j|} |j | u|dz }|j |j |tj ||j|} |j|j#| @y)zDraw coincidence plotsnoneg?r(titleN)rfrgrrySpecrvDrawInvisibleLiner GetCategories enumeraterNrOcolorDrawCoincidenceLinebandsrq PlotGraphicsDraw) rrilineslevelcatsirrTrline plotGraphs r rRzPlotPanel.DrawCoincidencePlotss)S/0 5G-3DOOG $ *EE LL//6 7??002D#D/ #344S9||~ A//udjj>QR T" # SLE LL//6 7))%t}}W7MNI OOG $ ) )) 4+ 5r!c|j}|j}||f||fg}tjt t |j d}tj||dS)zDraw line between band min and max values :param level: y coordinate of line :param color: class color :param bandValues: BandStatistics instance :colourwidth) minmaxrColourmapintsplitrqPolyLine)rrr bandValuesminimmaximpointss r rzPlotPanel.DrawCoincidenceLinesY%.5%.1 3sEKK$456}}VE;;r!c^d|fd|fg}tj|tjdS)z)Draw white line to achieve better marginsder(r)rqrrWHITE)rrrs r rzPlotPanel.DrawInvisibleLines+,e -}}VBHHA>>r!cg|_tt|jD]a}|j|j d|j|_|j|j|}|j|j|}|j|j|}|j|j|}|jj||||g|j|j|}|j|j|}tj |j|||gz|j|} |j|j#| dy)z[Draw histograms for one class :param statistics: statistics for one class autorrN)histogramLinesrfrgrrrhrCreateHistogramLiner CreateMean CreateMin CreateMaxrvCreateMaxRangeCreateMinRangerqrr) r statisticsri histgramLinemeanLineminLinemaxLine maxRangeLine minRangeLiners r rQzPlotPanel.DrawHistogramssk !S/0 5G OOG $ * * ,-3DOOG $ *33%++G44L*2B2B72KLHnn 0@0@0InJGnn 0@0@0InJG    & & h'Q R..*:J:J7:S.TL..*:J:J7:S.TL))##G, l/KKmmG,I OOG $ ) )) 4- 5r!ct|j}|j}|df||fg}tj|t j dSNrr(r)rhistorangeMinrqrrRED)rrmaxValrMinrs r rzPlotPanel.CreateMinRangesFZ%%&"")dF^,}}VBFF!<>r!ctt|jD]}|j|j |j |j |}|j|j |}tj|j|||gz|j|}|j|j|y)zRedraw ranges lines in histograms when std dev multiplier changes :param statistics: python Statistics instance rrN) rfrgrrrhrrrrqrrr)rrrirrrs r rVzPlotPanel.UpdateRangesDs S/0 5G OOG $ * * ,..*:J:J7:S.TL..*:J:J7:S.TL))##G, l/KKmmG,I OOG $ ) )) 4 5r!N)T)__name__ __module__ __qualname____doc__r r%rrrr>rWr]r`rdrPrkrzrrrRrrrQrrrrrrrVr!r rrs*,4 E%,B$ ' )-  &,52 <? 5<==>OO ?5r!r) rr wx.lib.plotlibrqwx.lib.scrolledpanel scrolledpanelr core.gcmdrr rrr!r rs2" ''y5&&y5r!