{h`dZddlZddlmZddlmZddlmZddZ e e_ GddeZ y) z Renderer Module This module defines the PlotlyRenderer class and a single function, fig_to_plotly, which is intended to be the main way that user's will interact with the matplotlylib package. N)Renderer)mpltoolsc2|d|d|jd|dS)N:z: z: z )__name__)msgcategoryfilenamelinenofilelines Z/var/www/skyplay_api_hub/venv/lib/python3.12/site-packages/plotly/matplotlylib/renderer.pywarning_on_one_liners%-vx7H7H# NNc|eZdZdZdZdZdZdZdZdZ dZ d Z d Z d Z d Zd ZdZdZdZdZdZdZy)PlotlyRenderera A renderer class inheriting from base for rendering mpl plots in plotly. A renderer class to be used with an exporter for rendering matplotlib plots in Plotly. This module defines the PlotlyRenderer class which handles the creation of the JSON structures that get sent to plotly. All class attributes available are defined in __init__(). Basic Usage: # (mpl code) # fig = gcf() renderer = PlotlyRenderer(fig) exporter = Exporter(renderer) exporter.run(fig) # ... et voila ctj|_d|_d|_d|_g|_d|_d|_d|_ d|_ d|_ y)zInitialize PlotlyRenderer obj. PlotlyRenderer obj is called on by an Exporter object to draw matplotlib objects like figures, axes, text, etc. All class attributes are listed here in the __init__ method. NrF)rzInitialized PlotlyRenderer ) goFigure plotly_figmpl_figcurrent_mpl_axbar_containers current_barsaxis_ct x_is_mpl_date mpl_x_bounds mpl_y_boundsrselfs r__init__zPlotlyRenderer.__init__+sV))+ "" """1rc |xjdz c_||_tjt |d|dzt |d|dzdd|j d<t j|\|_|_ tjjt |jd |j dd zt d |jd z |j dd zt d |jd z |j dd zt |jd |j dd zd }||j dd<y)aCreates a new figure by beginning to fill out layout dict. The 'autosize' key is set to false so that the figure will mirror sizes set by mpl. The 'hovermode' key controls what shows up when you mouse around a figure in plotly, it's set to show the 'closest' point. Positional agurments: fig -- a matplotlib.figure.Figure object. props.keys(): [ 'figwidth', 'figheight', 'dpi' ] zOpening figure figwidthdpi figheightFclosest)widthheightautosize hovermodelayoutrr(rr))lrtbpadmarginN) rrrLayoutintrrget_axes_boundsrrr,Margin)r!figpropsr2s r open_figurezPlotlyRenderer.open_figure?sS && $&IIeJ'%,67u[)E%L89 % ! 08/G/G/L,4,!!$##A&)B7)KKL1t((++tx/H/QQR1t((++tx/H/RRS$##A&)B8)LLM " /5!(+rcRd|jdd<|xjdz c_y)a Closes figure by cleaning up data and layout dictionaries. The PlotlyRenderer's job is to create an appropriate set of data and layout dictionaries. When the figure is closed, some cleanup and repair is necessary. This method removes inappropriate dictionary entries, freeing up Plotly to use defaults and best judgements to complete the entries. This method is called by an Exporter object. Positional arguments: fig -- a matplotlib.figure.Figure object. Fr, showlegendzClosing figure N)rr)r!r7s r close_figurezPlotlyRenderer.close_figureas&38!,/ &&rc|xjdz c_||_|jDcgc]}|jjdk(r|c}|_g|_|xjdz c_tjjdj|jdd}tjjdj|jdd}tj|||j|j \}}|j#||j#|tj$|d }tj$|d } tj$|d } tj$|d } tj&|| |d<tj&| | |d<||d<| |d<||j(ddj|j<||j(ddj|j<dt+|vr|ddk(rd|_yyycc}w)a;Setup a new axes object (subplot in plotly). Plotly stores information about subplots in different 'xaxis' and 'yaxis' objects which are numbered. These are just dictionaries included in the layout dictionary. This function takes information from the Exporter, fills in appropriate dictionary entries, and updates the layout dictionary. PlotlyRenderer keeps track of the number of plots by incrementing the axis_ct attribute. Setting the proper plot domain in plotly is a bit tricky. Refer to the documentation for mpltools.convert_x_domain and mpltools.convert_y_domain. Positional arguments: ax -- an mpl axes object. This will become a subplot in plotly. props.keys() -- [ 'axesbg', (background color for axes obj) 'axesbgalpha', (alpha, or opacity for background) 'bounds', ((x0, y0, width, height) for axes) 'dynamic', (zoom/pan-able?) 'axes', (list: [xaxis, yaxis]) 'xscale', (log, linear, or date) 'yscale', 'xlim', (range limits for x) 'ylim', 'xdomain' (xdomain=xlim, unless it's a date) 'ydomain' ] z Opening axes BarContainerry{0}Finside)anchorzerolineticksx{0})axr8x_boundsy_boundsbottomtopleftrightmirrorshowliner,xaxis{0}yaxis{0}typedateTN)rr containers __class__rrrrrr,XAxisformatYAxisr prep_xy_axisrrupdateget_spine_visibleget_axis_mirrorrdirr) r!rEr8cxaxisyaxis mpl_xaxis mpl_yaxis bottom_spine top_spine left_spine right_spines r open_axeszPlotlyRenderer.open_axesqs> && ]] {{##~5      ==.h   ==.h   (44):):TEVEV  9  Y Y11"h? ..r59 //F; 00W= "22<Kh"22:{Kh(j%jFK!*"3"3DLL"ABEJ!*"3"3DLL"AB SZ E&MV$;!%D %< G s"Icr|j|j|xjdz c_d|_y)aClose the axes object and clean up. Bars from bar charts are given to PlotlyRenderer one-by-one, thus they need to be taken care of at the close of each axes object. The self.current_bars variable should be empty unless a bar chart has been created. Positional arguments: ax -- an mpl axes object, not required at this time. z Closing axes FN) draw_barsrrr)r!rEs r close_axeszPlotlyRenderer.close_axess- t(() &&"rcg}|jD]2}|j|jDcgc] }|d|vr| c}4|D]}|j|ycc}w)Nmplobj)rappendrdraw_bar)r!bars mpl_traces container bar_propstraces rrgzPlotlyRenderer.draw_barssy ,, I   &*%6%6! *i7    !E MM%  ! sA c d}|Dcgc]}tjd$i|}}|Dcgc] }|d|dz c}|Dcgc] }|d|dz c}ttfdt t D|k}ttfdt t D|k}|rD|rB|Dcgc]}|d c}t fdt t d d Drd }n d }n|rd }nd }|d k(r||xjd z c_|Dcgc]}|d }}|D]} d| d| dz c| d<| d<|Dcgc]}|d } }t|| D];\} } t| | z |kDsd|jdd<d|jdd<=|D cgc]} | d| d| dz dz z} } |D cgc]} | d }} tj|D cgc]} | d c} |D cgc]} | d c} }|jro|D cgc]} | d } } |jjjjj }tj"| |} n |xjdz c_|Dcgc]}|d }}|D]} d| d| dz c| d<| d<|Dcgc]}|d }}t||D];\} } t| | z |kDsd|jdd<d|jdd<=|D cgc]} | d } } |D cgc]} | d| d| dz dz z}} tj|D cgc]} | d c} |D cgc]} | d c} }t%j&|| |dj)|j*dj)|j*|ddt$j,j/|ddt1|dd} t | ddkDrG|xjd z c_|jj3| f|||jdd!<y y |xjd"z c_t5j6d#y cc}wcc}wcc}wcc}wcc}wcc}wcc} wcc} wcc} wcc} wcc} wcc}wcc}wcc} wcc} wcc} wcc} w)%aDraw a collection of similar patches as a bar chart. After bars are sorted, an appropriate data dictionary must be created to tell plotly about this data. Just like draw_line or draw_markers, draw_bar translates patch/path information into something plotly understands. Positional arguments: patch_coll -- a collection of patches to be drawn as a bar chart. g|=x1x0y1y0c34K|]}d|z ywrN).0iiiwidthss r z*PlotlyRenderer.draw_bar..sQs6!9vc{2Qc34K|]}d|z ywrxry)rzr{heightss rr}z*PlotlyRenderer.draw_bar..sM#GAJ-Mr~c3:K|]}|dz|kDyw)rNry)rzr{x_zeross rr}z*PlotlyRenderer.draw_bar..s#USq!GCL0UsNvhz, Attempting to draw a vertical bar chart rstackr,barmodexr+z. Attempting to draw a horizontal bar chart yrDr?alpha facecolor edgewidth)r()colorr ) orientationrrr]r^opacitymarkerrz% Heck yeah, I drew that bar chart bargapz Bar chart not drawn zNfound box chart data with length <= 1, assuming data redundancy, not plotting.ry)rmake_barabssumrangelenallrzipr get_bar_gaprr get_xaxisget_major_formatterrSrmpl_dates_to_datestringsrBarrUrbarMarkerdict add_tracewarningswarn)r!colltolrprqvertical horizontalr old_heightsr new_heightsoldnewrrbar_gap formatter old_rights new_rightsrr|rs @@@rrlzPlotlyRenderer.draw_barsAEFI""/Y/FFEJK )D/IdO3KFKL9T?Yt_4LsQeCK>PQQRUXX Ms7|9LMM NQT T   8=>9y>GUE#gcrlBSC';BDOOH-i8=@DOOH-k: AEJJSTc$i#d)3q88JAJ&+,sT,A,**&+,sT,E.JSs4y.JG!!*/03SY00''113((*Yxx 55aC HHI IH;@Ai)D/AJA @'(#d)c$i*?$D 3t9 @;@Ai)D/AJA J7 ASsSy>C';BDOOH-i8=@DOOH-k: A',,sT,A,DIJSTc$i#d)3q88JAJ**&+,sT,E.JSs4y.JGff#-- --- -!HW%66==Ah{+a 56!   s3x=1  HH@ @H OO % %c * +"6=)(3# HH3 3H MM: _GKL?CC K,,.J1BB -J,.JsdR"R'R, R1* R6 R;3S S5 S  S + S& S S/ S#S(1 S- S2 c |jdD]}|ddd}|ddd}|dk(r|jdr|jdd}|jd }d} d} |} |} |djd } | |d k7r|xjd z c_y dj t | d| dDcgc]\}}|d|dd|dc}}}|d k(rd }d }| dz } |dz } |dz } ||dz z} nd}t jjd|dd| | | | dd|||d |}nb|dk(rFd}|ddd} |ddd} t jjd|dd||dz| | dzd|}n|xjdz c_y |jj||xjdz c_y cc}}w)zCreate a shape that matches lines or markers in legends. Main issue is that path for circles do not render, so we have to use 'circle' instead of 'path'. +datarrmarkers markerstylesizesymbol markerpathNcirclez8not sure how to handle this marker without a valid path  ,rpathpaperpixel) rPxrefyrefrtrvrsru xsizemode ysizemodexanchoryanchorrlinesr g{Gz?)rPrrrtrvrsruz$not sure how to handle this element z! Heck yeah, I drew that shape ry) splitgetpoprjoinrrr,Shaper add_shape)r!modeshaper8 single_moderrrrrtrvrsrurar/r shape_type legend_shapes rdraw_legend_shapesz!PlotlyRenderer.draw_legend_shapes8sD  ::c?E =Kf a #Af a #Ai'EIIm,Dyy+8,"=155lC %&H*<HHSHxx69*Q-TU6WXdas!AaD61Q4&)XX% D!)JBBBqB"(J!yy #  %%   '6]1%a(6]1%a(!yy   4xDy   CC OO % %l 3 HH< OPd 00tT__X=VW1.2"--eGnX.FGVVZ(1,,1*2C2CG2LM1*2C2CG2LM'N1%=E'N1,==gq)AAgq0AA!==6D!==6DHHEH h557AA% BSTD$$44dDOOH$=DAq#D"D.2"--eGnX.FG--"%-5f &vgw/YY))...1gz8R/.J& OOH %m 4 E 4 HHA AHrc |xjdz c_t|jjdkDr|xjdz c_|dj j |d\}}t j|||jd\}}tjj|dtjjj|dd |dd  d d ||d dd }|jddxx|fz cc<y|xjdz c_|d|jdd<t|dd |dd }||jdd<y)aAdd a title to the current subplot in layout dictionary. If there exists more than a single plot in the figure, titles revert to 'page'-referenced annotations. props.keys() -- [ 'text', (actual content string, not the text obj) 'position', (an x, y pair, not an mpl Bbox) 'coordinates', ('data', 'axes', 'figure', 'display') 'text_type', ('title', 'xlabel', or 'ylabel') 'style', (style dict, see below) 'mplobj' (actual mpl text object) ] props['style'].keys() -- [ 'alpha', (opacity of text) 'fontsize', (size in points of text) 'color', (hex color) 'halign', (horizontal alignment, 'left', 'center', or 'right') 'valign', (vertical alignment, 'baseline', 'center', or 'top') 'rotation', 'zorder', (precedence of text when stacked with other objs) ] z# Attempting to draw a title rz< More than one subplot, adding title as annotation rjrr,rrrrrrcenterrHF) rrrrrrrrrrz; Only one subplot found, adding as a plotly title rrr title_fontN)rrrrr r rr rrr,rrrr)r!r8rrrrrrs rr zPlotlyRenderer.draw_titlesm4 :: t||  !A % HHR Hx668BB5CTUJD$,,T49RSDAq--6]YY))...1gz8R/  . J OOH %m 4 E 4 HHQ H27vDOOH %g .7^J/uW~g7NJ7ADOOH %l 3rc |xjdz c_dj|j}t|d|jd|d<t |dd|dd }||jd|d <y ) aeAdd an xaxis label to the current subplot in layout dictionary. props.keys() -- [ 'text', (actual content string, not the text obj) 'position', (an x, y pair, not an mpl Bbox) 'coordinates', ('data', 'axes', 'figure', 'display') 'text_type', ('title', 'xlabel', or 'ylabel') 'style', (style dict, see below) 'mplobj' (actual mpl text object) ] props['style'].keys() -- [ 'alpha', (opacity of text) 'fontsize', (size in points of text) 'color', (hex color) 'halign', (horizontal alignment, 'left', 'center', or 'right') 'valign', (vertical alignment, 'baseline', 'center', or 'top') 'rotation', 'zorder', (precedence of text when stacked with other objs) ] z Adding xlabel rNrr,rrrrrrN)rrUrrrrr!r8axis_keyrs rrzPlotlyRenderer.draw_xlabels. --$$T\\27:5=7I!(+G4w +5>'3J =G!(+L9rc |xjdz c_dj|j}|d|jd|d<t |dd|dd }||jd|d <y ) adAdd a yaxis label to the current subplot in layout dictionary. props.keys() -- [ 'text', (actual content string, not the text obj) 'position', (an x, y pair, not an mpl Bbox) 'coordinates', ('data', 'axes', 'figure', 'display') 'text_type', ('title', 'xlabel', or 'ylabel') 'style', (style dict, see below) 'mplobj' (actual mpl text object) ] props['style'].keys() -- [ 'alpha', (opacity of text) 'fontsize', (size in points of text) 'color', (hex color) 'halign', (horizontal alignment, 'left', 'center', or 'right') 'valign', (vertical alignment, 'baseline', 'center', or 'top') 'rotation', 'zorder', (precedence of text when stacked with other objs) ] z Adding ylabel rOrr,rrrrrrN)rrUrrrrs rr zPlotlyRenderer.draw_ylabel3s. --$$T\\27'3J =G!(+L9rc|xjdz c_dD]} |jd|=y#ttf$rY(wxYw)aIRevert figure layout to allow plotly to resize. By default, PlotlyRenderer tries its hardest to precisely mimic an mpl figure. However, plotly is pretty good with aesthetics. By running PlotlyRenderer.resize(), layout parameters are deleted. This lets plotly choose them instead of mpl. z+Resizing figure, deleting keys from layout )r(r)r*r2r,N)rrKeyErrorAttributeError)r!keys rresizezPlotlyRenderer.resizeRsQ BB< C OOH-c2 n-  s/AAc.|xjdz c_y)Nz+Stripping mpl style is no longer supported )rr s r strip_stylezPlotlyRenderer.strip_stylebs BBrN)r __module__ __qualname____doc__r"r9r<rerhrgrlrrrrrrr rr r!r#ryrrrrst$2( 5D' E&N# !_BK=Zzx  1f"HsBj7ArG>G> Crr)NN) r&rplotly.graph_objs graph_objsrplotly.matplotlylib.mplexporterrplotly.matplotlylibrr formatwarningrryrrr,s84(O-K CXK Cr