Using multiple CGLayer objects to draw a flag

本文介绍如何利用两个CGLayer对象绘制美国国旗。通过将国旗分解为红色条纹、蓝色矩形和白色星星三种基本元素,并重复绘制这些元素来实现复杂的图案。文章详细解释了代码中每个步骤的作用。

Example: Using Multiple CGLayer objects to Draw a Flag

This section shows how to use two CGLayer objects to draw the flag shown in Figure 12-5 onscreen. First you’ll see how to reduce the flag to simple drawing primitives, then you’ll look at the code needed to accomplish the drawing.

Figure 12-5   The result of using layers to draw the United States flag

From the perspective of drawing it onscreen, the flag has three parts:

  • A pattern of red and white stripes. You can reduce the pattern to a single red stripe because, for onscreen drawing, you can assume a white background. You create a single red rectangle, then repeatedly draw the rectangle at various offsets to create the seven red stripes necessary for the U.S. flag. A CGLayer is ideal for repeated drawing. You draw the red rectangle to a CGLayer, then draw the CGLayer onscreen seven times.

  • A blue rectangle. You need the blue rectangle once, so using a CGLayer is of no benefit. When it comes time to draw the blue rectangle, draw it directly onscreen.

  • A pattern of 50 white stars. Like the red stripe, a CGLayer is ideal for drawing the stars. You create a path that outlines a star shape, and then fill the path with white. Draw one star to a CGLayer, then draw the layer 50 times, adjusting the offset each time to get the appropriate spacing.

The code in “Code that uses layers to draw a flag” produces the output shown in Figure 12-5 . A detailed explanation for each numbered line of code appears following the listing. The listing is rather long, so you might want to print the explanation so that you can read it as you look at the code. The myDrawFlag routine is called from within a Cocoa or Carbon application. The application passes a window graphics context and a rectangle that specifies the size of the view associated with the window graphics context.

Note:  Before you call this or any routine that uses CGLayer objects, you must check to make sure that the system is running Mac OS X v10.4 or later and has a graphics card that supports using CGLayer objects.

Listing 12-1   Code that uses layers to draw a flag

void myDrawFlag (CGContextRef context, CGRect* contextRect)
{
    int          i, j,
                 num_six_star_rows = 5,
                 num_five_star_rows = 4;
    float        start_x = 5.0,// 1
                 start_y = 108.0,// 2
                 red_stripe_spacing = 34.0,// 3
                 h_spacing = 26.0,// 4
                 v_spacing = 22.0;// 5
    CGContextRef myLayerContext1,
                 myLayerContext2;
    CGLayerRef   stripeLayer,
                 starLayer;
    CGRect       myBoundingBox,// 6
                 stripeRect,
                 starField;
 // ***** Setting up the primitives *****
    const CGPoint myStarPoints[] = {{ 5, 5},   {10, 15},// 7
                                    {10, 15},  {15, 5},
                                    {15, 5},   {2.5, 11},
                                    {2.5, 11}, {16.5, 11},
                                    {16.5, 11},{5, 5}};
 
    stripeRect  = CGRectMake (0, 0, 400, 17); // stripe// 8
    starField  =  CGRectMake (0, 102, 160, 119); // star field// 9
 
    myBoundingBox = CGRectMake (0, 0, contextRect->size.width, // 10
                                      contextRect->size.height);
 
     // ***** Creating layers and drawing to them *****
    stripeLayer = CGLayerCreateWithContext (context, // 11
                            stripeRect.size, NULL);
    myLayerContext1 = CGLayerGetContext (stripeLayer);// 12
 
    CGContextSetRGBFillColor (myLayerContext1, 1, 0 , 0, 1);// 13
    CGContextFillRect (myLayerContext1, stripeRect);// 14
 
    starLayer = CGLayerCreateWithContext (context,
                            starField.size, NULL);// 15
    myLayerContext2 = CGLayerGetContext (starLayer);// 16
    CGContextSetRGBFillColor (myLayerContext2, 1.0, 1.0, 1.0, 1);// 17
    CGContextAddLines (myLayerContext2, myStarPoints, 10);// 18
    CGContextFillPath (myLayerContext2);    // 19
 
     // ***** Drawing to the window graphics context *****
    CGContextSaveGState(context);    // 20
    for (i=0; i< 7;  i++)   // 21
    {
        CGContextDrawLayerAtPoint (context, CGPointZero, stripeLayer);// 22
        CGContextTranslateCTM (context, 0.0, red_stripe_spacing);// 23
    }
    CGContextRestoreGState(context);// 24
 
    CGContextSetRGBFillColor (context, 0, 0, 0.329, 1.0);// 25
    CGContextFillRect (context, starField);// 26
 
    CGContextSaveGState (context);              // 27
    CGContextTranslateCTM (context, start_x, start_y);      // 28
    for (j=0; j< num_six_star_rows;  j++)   // 29
    {
        for (i=0; i< 6;  i++)
        {
            CGContextDrawLayerAtPoint (context,CGPointZero,
                                            starLayer);// 30
            CGContextTranslateCTM (context, h_spacing, 0);// 31
        }
        CGContextTranslateCTM (context, (-i*h_spacing), v_spacing); // 32
    }
    CGContextRestoreGState(context);
 
    CGContextSaveGState(context);
    CGContextTranslateCTM (context, start_x + h_spacing/2, // 33
                                 start_y + v_spacing/2);
    for (j=0; j< num_five_star_rows;  j++)  // 34
    {
        for (i=0; i< 5;  i++)
        {
        CGContextDrawLayerAtPoint (context, CGPointZero,
                            starLayer);// 35
            CGContextTranslateCTM (context, h_spacing, 0);// 36
        }
        CGContextTranslateCTM (context, (-i*h_spacing), v_spacing);
    }
    CGContextRestoreGState(context);
 
    CGLayerRelease(stripeLayer);// 37
    CGLayerRelease(starLayer);        // 38
}

Here’s what the code does:

  1. Declares a variable for the horizontal location of the first star.

  2. Declares a variable for the vertical location of the first star.

  3. Declares a variable for the spacing between the red stripes on the flag.

  4. Declares a variable for the horizontal spacing between the stars on the flag.

  5. Declares a variable for the vertical spacing between the stars on the flag.

  6. Declares rectangles that specify where to draw the flag to (bounding box), the stripe layer, and the star field.

  7. Declares an array of points that specify the lines that trace out one star.

  8. Creates a rectangle that is the shape of a single stripe.

  9. Creates a rectangle that is the shape of the star field.

  10. Creates a bounding box that is the same size as the window graphics context passed to the myDrawFlag routine.

  11. Creates a layer that is initialized with the window graphics context passed to the myDrawFlag routine.

  12. Gets the graphics context associated with that layer. You’ll use this layer for the stripe drawing.

  13. Sets the fill color to opaque red for the graphics context associated with the stripe layer.

  14. Fills a rectangle that represents one red stripe.

  15. Creates another layer that is initialized with the window graphics context passed to the myDrawFlag routine.

  16. Gets the graphics context associated with that layer. You’ll use this layer for the star drawing.

  17. Sets the fill color to opaque white for the graphics context associated with the star layer.

  18. Adds the 10 lines defined by the myStarPoints array to the context associated with the star layer.

  19. Fills the path, which consists of the 10 lines you just added.

  20. Saves the graphics state of the windows graphics context. You need to do this, because you’ll draw the same stripe repeatedly, but in different locations.

  21. Sets up a loop that iterates 7 times, once for each red stripe on the flag.

  22. Draws the stripe layer (which consists of a single red stripe).

  23. Translates the current transformation matrix so that the origin is positioned at the location where the next red stripe must be drawn.

  24. Restores the graphics state to what is was prior to drawing the stripes.

  25. Sets the fill color to the appropriate shade of blue for the star field. Note that this color has an opacity of 1.0. Although all the colors in this example are opaque, they don’t need to be. You can create nice effects with layered drawing by using partially transparent colors. Recall that an alpha value of 0.0 specifies a transparent color.

  26. Fills the star field rectangle with blue. You draw this rectangle directly to the window graphics context. Don’t use layers if you are drawing something only once.

  27. Saves the graphics state for the window graphics context because you’ll be transforming the CTM to position the stars properly.

  28. Translates the CTM so that the origin lies in the star field, positioned for the first star (left side) in the first (bottom) row.

  29. This and the next for loop sets up the code to repeatedly draw the star layer so the five odd rows on the flag each contain six stars.

  30. Draws the star layer to the window graphics context. Recall that the star layer contains one white star.

  31. Positions the CTM so that the origin is moved to the right in preparation for drawing the next star.

  32. Positions the CTM so that the origin is moved upward in preparation for drawing the next row of stars.

  33. Translates the CTM so that the origin lies in the star field, positioned for the first star (left side) in the second row from the bottom. Note that the even rows are offset with respect to the odd rows.

  34. This and the next for loop sets up the code to repeatedly draw the star layer so the four even rows on the flag each contain five stars.

  35. Draws the star layer to the window graphics context.

  36. Positions the CTM so that the origin is moved to the right in preparation for drawing the next star.

  37. Releases the stripe layer.

  38. Releases the star layer.

[01:26:52] 系统启动完成!优先使用「设备状态数据分析」功能,AI功能为辅 [01:26:54] 选择文件:D:/秘密基地/工作/工匠杯20250821/测试过程文件/变化开关量表(测试用例).xlsx [01:26:54] 进度[10%]: 正在读取文件... [01:26:54] 进度[10%]: 成功读取文件:变化开关量表(测试用例).xlsx(481行数据) [01:26:54] 进度[20%]: 数据预处理完成,可开始分析或AI训练 [01:26:54] 数据概览:481条记录,25台设备,2种类型 [01:26:57] 进度[85%]: 开始异常检测:规则+AI辅助... [01:26:57] 进度[85%]: 异常检测:共25台设备,按3条规则判断... [01:26:57] 设备XESBJ-临顿路站:规则③触发异常(变化次数=1次) [01:26:57] 进度[85%]: 异常检测:处理设备 XESBJ-临顿路站(1/25) [01:26:57] 进度[85%]: 异常检测:处理设备 SGMJ-临顿路站(2/25) [01:26:57] 进度[85%]: 异常检测:处理设备 SGMJ-悬桥巷站(3/25) [01:26:57] 进度[86%]: 异常检测:处理设备 SGMJ-拙政园苏博站(4/25) [01:26:57] 进度[86%]: 异常检测:处理设备 SGMJ-梅巷站(5/25) [01:26:57] 进度[87%]: 异常检测:处理设备 SKMJ-临顿路站(6/25) [01:26:57] 进度[87%]: 异常检测:处理设备 SKMJ-悬桥巷站(7/25) [01:26:57] 进度[87%]: 异常检测:处理设备 SKMJ-拙政园苏博站(8/25) [01:26:57] 进度[88%]: 异常检测:处理设备 SKMJ-梅巷站(9/25) [01:26:57] 进度[88%]: 异常检测:处理设备 SMGJ-临顿路站(10/25) [01:26:57] 进度[89%]: 异常检测:处理设备 SMGJ-悬桥巷站(11/25) [01:26:57] 进度[89%]: 异常检测:处理设备 SMGJ-拙政园苏博站(12/25) [01:26:57] 进度[89%]: 异常检测:处理设备 SMGJ-梅巷站(13/25) [01:26:57] 进度[90%]: 异常检测:处理设备 XGMJ-临顿路站(14/25) [01:26:57] 进度[90%]: 异常检测:处理设备 XGMJ-悬桥巷站(15/25) [01:26:57] 进度[91%]: 异常检测:处理设备 XGMJ-拙政园苏博站(16/25) [01:26:57] 进度[91%]: 异常检测:处理设备 XGMJ-梅巷站(17/25) [01:26:57] 进度[91%]: 异常检测:处理设备 XKMJ-临顿路站(18/25) [01:26:57] 进度[92%]: 异常检测:处理设备 XKMJ-悬桥巷站(19/25) [01:26:57] 进度[92%]: 异常检测:处理设备 XKMJ-拙政园苏博站(20/25) [01:26:57] 进度[93%]: 异常检测:处理设备 XKMJ-梅巷站(21/25) [01:26:57] 进度[93%]: 异常检测:处理设备 XMGJ-临顿路站(22/25) [01:26:57] 进度[93%]: 异常检测:处理设备 XMGJ-悬桥巷站(23/25) [01:26:57] 进度[94%]: 异常检测:处理设备 XMGJ-拙政园苏博站(24/25) [01:26:57] 进度[94%]: 异常检测:处理设备 XMGJ-梅巷站(25/25) [01:26:57] 异常检测失败:Invalid property specified for object of type plotly.graph_objs.Layout: 'paper' Did you mean "map"? Valid properties: activeselection :class:`plotly.graph_objects.layout.Activeselection` instance or dict with compatible properties activeshape :class:`plotly.graph_objects.layout.Activeshape` instance or dict with compatible properties annotations A tuple of :class:`plotly.graph_objects.layout.Annotation` instances or dicts with compatible properties annotationdefaults When used in a template (as layout.template.layout.annotationdefaults), sets the default property values to use for elements of layout.annotations autosize Determines whether or not a layout width or height that has been left undefined by the user is initialized on each relayout. Note that, regardless of this attribute, an undefined layout width or height is always initialized on the first call to plot. autotypenumbers Using "strict" a numeric string in trace data is not converted to a number. Using *convert types* a numeric string in trace data may be treated as a number during automatic axis `type` detection. This is the default value; however it could be overridden for individual axes. barcornerradius Sets the rounding of bar corners. May be an integer number of pixels, or a percentage of bar width (as a string ending in %). bargap Sets the gap (in plot fraction) between bars of adjacent location coordinates. bargroupgap Sets the gap (in plot fraction) between bars of the same location coordinate. barmode Determines how bars at the same location coordinate are displayed on the graph. With "stack", the bars are stacked on top of one another With "relative", the bars are stacked on top of one another, with negative values below the axis, positive values above With "group", the bars are plotted next to one another centered around the shared location. With "overlay", the bars are plotted over one another, you might need to reduce "opacity" to see multiple bars. barnorm Sets the normalization for bar traces on the graph. With "fraction", the value of each bar is divided by the sum of all values at that location coordinate. "percent" is the same but multiplied by 100 to show percentages. boxgap Sets the gap (in plot fraction) between boxes of adjacent location coordinates. Has no effect on traces that have "width" set. boxgroupgap Sets the gap (in plot fraction) between boxes of the same location coordinate. Has no effect on traces that have "width" set. boxmode Determines how boxes at the same location coordinate are displayed on the graph. If "group", the boxes are plotted next to one another centered around the shared location. If "overlay", the boxes are plotted over one another, you might need to set "opacity" to see them multiple boxes. Has no effect on traces that have "width" set. calendar Sets the default calendar system to use for interpreting and displaying dates throughout the plot. clickmode Determines the mode of single click interactions. "event" is the default value and emits the `plotly_click` event. In addition this mode emits the `plotly_selected` event in drag modes "lasso" and "select", but with no event data attached (kept for compatibility reasons). The "select" flag enables selecting single data points via click. This mode also supports persistent selections, meaning that pressing Shift while clicking, adds to / subtracts from an existing selection. "select" with `hovermode`: "x" can be confusing, consider explicitly setting `hovermode`: "closest" when using this feature. Selection events are sent accordingly as long as "event" flag is set as well. When the "event" flag is missing, `plotly_click` and `plotly_selected` events are not fired. coloraxis :class:`plotly.graph_objects.layout.Coloraxis` instance or dict with compatible properties colorscale :class:`plotly.graph_objects.layout.Colorscale` instance or dict with compatible properties colorway Sets the default trace colors. computed Placeholder for exporting automargin-impacting values namely `margin.t`, `margin.b`, `margin.l` and `margin.r` in "full-json" mode. datarevision If provided, a changed value tells `Plotly.react` that one or more data arrays has changed. This way you can modify arrays in-place rather than making a complete new copy for an incremental change. If NOT provided, `Plotly.react` assumes that data arrays are being treated as immutable, thus any data array with a different identity from its predecessor contains new data. dragmode Determines the mode of drag interactions. "select" and "lasso" apply only to scatter traces with markers or text. "orbit" and "turntable" apply only to 3D scenes. editrevision Controls persistence of user-driven changes in `editable: true` configuration, other than trace names and axis titles. Defaults to `layout.uirevision`. extendfunnelareacolors If `true`, the funnelarea slice colors (whether given by `funnelareacolorway` or inherited from `colorway`) will be extended to three times its original length by first repeating every color 20% lighter then each color 20% darker. This is intended to reduce the likelihood of reusing the same color when you have many slices, but you can set `false` to disable. Colors provided in the trace, using `marker.colors`, are never extended. extendiciclecolors If `true`, the icicle slice colors (whether given by `iciclecolorway` or inherited from `colorway`) will be extended to three times its original length by first repeating every color 20% lighter then each color 20% darker. This is intended to reduce the likelihood of reusing the same color when you have many slices, but you can set `false` to disable. Colors provided in the trace, using `marker.colors`, are never extended. extendpiecolors If `true`, the pie slice colors (whether given by `piecolorway` or inherited from `colorway`) will be extended to three times its original length by first repeating every color 20% lighter then each color 20% darker. This is intended to reduce the likelihood of reusing the same color when you have many slices, but you can set `false` to disable. Colors provided in the trace, using `marker.colors`, are never extended. extendsunburstcolors If `true`, the sunburst slice colors (whether given by `sunburstcolorway` or inherited from `colorway`) will be extended to three times its original length by first repeating every color 20% lighter then each color 20% darker. This is intended to reduce the likelihood of reusing the same color when you have many slices, but you can set `false` to disable. Colors provided in the trace, using `marker.colors`, are never extended. extendtreemapcolors If `true`, the treemap slice colors (whether given by `treemapcolorway` or inherited from `colorway`) will be extended to three times its original length by first repeating every color 20% lighter then each color 20% darker. This is intended to reduce the likelihood of reusing the same color when you have many slices, but you can set `false` to disable. Colors provided in the trace, using `marker.colors`, are never extended. font Sets the global font. Note that fonts used in traces and other layout components inherit from the global font. funnelareacolorway Sets the default funnelarea slice colors. Defaults to the main `colorway` used for trace colors. If you specify a new list here it can still be extended with lighter and darker colors, see `extendfunnelareacolors`. funnelgap Sets the gap (in plot fraction) between bars of adjacent location coordinates. funnelgroupgap Sets the gap (in plot fraction) between bars of the same location coordinate. funnelmode Determines how bars at the same location coordinate are displayed on the graph. With "stack", the bars are stacked on top of one another With "group", the bars are plotted next to one another centered around the shared location. With "overlay", the bars are plotted over one another, you might need to reduce "opacity" to see multiple bars. geo :class:`plotly.graph_objects.layout.Geo` instance or dict with compatible properties grid :class:`plotly.graph_objects.layout.Grid` instance or dict with compatible properties height Sets the plot's height (in px). hiddenlabels hiddenlabels is the funnelarea & pie chart analog of visible:'legendonly' but it can contain many labels, and can simultaneously hide slices from several pies/funnelarea charts hiddenlabelssrc Sets the source reference on Chart Studio Cloud for `hiddenlabels`. hidesources Determines whether or not a text link citing the data source is placed at the bottom-right cored of the figure. Has only an effect only on graphs that have been generated via forked graphs from the Chart Studio Cloud (at https://chart-studio.plotly.com or on- premise). hoverdistance Sets the default distance (in pixels) to look for data to add hover labels (-1 means no cutoff, 0 means no looking for data). This is only a real distance for hovering on point-like objects, like scatter points. For area-like objects (bars, scatter fills, etc) hovering is on inside the area and off outside, but these objects will not supersede hover on point-like objects in case of conflict. hoverlabel :class:`plotly.graph_objects.layout.Hoverlabel` instance or dict with compatible properties hovermode Determines the mode of hover interactions. If "closest", a single hoverlabel will appear for the "closest" point within the `hoverdistance`. If "x" (or "y"), multiple hoverlabels will appear for multiple points at the "closest" x- (or y-) coordinate within the `hoverdistance`, with the caveat that no more than one hoverlabel will appear per trace. If *x unified* (or *y unified*), a single hoverlabel will appear multiple points at the closest x- (or y-) coordinate within the `hoverdistance` with the caveat that no more than one hoverlabel will appear per trace. In this mode, spikelines are enabled by default perpendicular to the specified axis. If false, hover interactions are disabled. hoversubplots Determines expansion of hover effects to other subplots If "single" just the axis pair of the primary point is included without overlaying subplots. If "overlaying" all subplots using the main axis and occupying the same space are included. If "axis", also include stacked subplots using the same axis when `hovermode` is set to "x", *x unified*, "y" or *y unified*. iciclecolorway Sets the default icicle slice colors. Defaults to the main `colorway` used for trace colors. If you specify a new list here it can still be extended with lighter and darker colors, see `extendiciclecolors`. images A tuple of :class:`plotly.graph_objects.layout.Image` instances or dicts with compatible properties imagedefaults When used in a template (as layout.template.layout.imagedefaults), sets the default property values to use for elements of layout.images legend :class:`plotly.graph_objects.layout.Legend` instance or dict with compatible properties map :class:`plotly.graph_objects.layout.Map` instance or dict with compatible properties mapbox :class:`plotly.graph_objects.layout.Mapbox` instance or dict with compatible properties margin :class:`plotly.graph_objects.layout.Margin` instance or dict with compatible properties meta Assigns extra meta information that can be used in various `text` attributes. Attributes such as the graph, axis and colorbar `title.text`, annotation `text` `trace.name` in legend items, `rangeselector`, `updatemenus` and `sliders` `label` text all support `meta`. One can access `meta` fields using template strings: `%{meta[i]}` where `i` is the index of the `meta` item in question. `meta` can also be an object for example `{key: value}` which can be accessed %{meta[key]}. metasrc Sets the source reference on Chart Studio Cloud for `meta`. minreducedheight Minimum height of the plot with margin.automargin applied (in px) minreducedwidth Minimum width of the plot with margin.automargin applied (in px) modebar :class:`plotly.graph_objects.layout.Modebar` instance or dict with compatible properties newselection :class:`plotly.graph_objects.layout.Newselection` instance or dict with compatible properties newshape :class:`plotly.graph_objects.layout.Newshape` instance or dict with compatible properties paper_bgcolor Sets the background color of the paper where the graph is drawn. piecolorway Sets the default pie slice colors. Defaults to the main `colorway` used for trace colors. If you specify a new list here it can still be extended with lighter and darker colors, see `extendpiecolors`. plot_bgcolor Sets the background color of the plotting area in- between x and y axes. polar :class:`plotly.graph_objects.layout.Polar` instance or dict with compatible properties scattergap Sets the gap (in plot fraction) between scatter points of adjacent location coordinates. Defaults to `bargap`. scattermode Determines how scatter points at the same location coordinate are displayed on the graph. With "group", the scatter points are plotted next to one another centered around the shared location. With "overlay", the scatter points are plotted over one another, you might need to reduce "opacity" to see multiple scatter points. scene :class:`plotly.graph_objects.layout.Scene` instance or dict with compatible properties selectdirection When `dragmode` is set to "select", this limits the selection of the drag to horizontal, vertical or diagonal. "h" only allows horizontal selection, "v" only vertical, "d" only diagonal and "any" sets no limit. selectionrevision Controls persistence of user-driven changes in selected points from all traces. selections A tuple of :class:`plotly.graph_objects.layout.Selection` instances or dicts with compatible properties selectiondefaults When used in a template (as layout.template.layout.selectiondefaults), sets the default property values to use for elements of layout.selections separators Sets the decimal and thousand separators. For example, *. * puts a '.' before decimals and a space between thousands. In English locales, dflt is ".," but other locales may alter this default. shapes A tuple of :class:`plotly.graph_objects.layout.Shape` instances or dicts with compatible properties shapedefaults When used in a template (as layout.template.layout.shapedefaults), sets the default property values to use for elements of layout.shapes showlegend Determines whether or not a legend is drawn. Default is `true` if there is a trace to show and any of these: a) Two or more traces would by default be shown in the legend. b) One pie trace is shown in the legend. c) One trace is explicitly given with `showlegend: true`. sliders A tuple of :class:`plotly.graph_objects.layout.Slider` instances or dicts with compatible properties sliderdefaults When used in a template (as layout.template.layout.sliderdefaults), sets the default property values to use for elements of layout.sliders smith :class:`plotly.graph_objects.layout.Smith` instance or dict with compatible properties spikedistance Sets the default distance (in pixels) to look for data to draw spikelines to (-1 means no cutoff, 0 means no looking for data). As with hoverdistance, distance does not apply to area-like objects. In addition, some objects can be hovered on but will not generate spikelines, such as scatter fills. sunburstcolorway Sets the default sunburst slice colors. Defaults to the main `colorway` used for trace colors. If you specify a new list here it can still be extended with lighter and darker colors, see `extendsunburstcolors`. template Default attributes to be applied to the plot. This should be a dict with format: `{'layout': layoutTemplate, 'data': {trace_type: [traceTemplate, ...], ...}}` where `layoutTemplate` is a dict matching the structure of `figure.layout` and `traceTemplate` is a dict matching the structure of the trace with type `trace_type` (e.g. 'scatter'). Alternatively, this may be specified as an instance of plotly.graph_objs.layout.Template. Trace templates are applied cyclically to traces of each type. Container arrays (eg `annotations`) have special handling: An object ending in `defaults` (eg `annotationdefaults`) is applied to each array item. But if an item has a `templateitemname` key we look in the template array for an item with matching `name` and apply that instead. If no matching `name` is found we mark the item invisible. Any named template item not referenced is appended to the end of the array, so this can be used to add a watermark annotation or a logo image, for example. To omit one of these items on the plot, make an item with matching `templateitemname` and `visible: false`. ternary :class:`plotly.graph_objects.layout.Ternary` instance or dict with compatible properties title :class:`plotly.graph_objects.layout.Title` instance or dict with compatible properties transition Sets transition options used during Plotly.react updates. treemapcolorway Sets the default treemap slice colors. Defaults to the main `colorway` used for trace colors. If you specify a new list here it can still be extended with lighter and darker colors, see `extendtreemapcolors`. uirevision Used to allow user interactions with the plot to persist after `Plotly.react` calls that are unaware of these interactions. If `uirevision` is omitted, or if it is given and it changed from the previous `Plotly.react` call, the exact new figure is used. If `uirevision` is truthy and did NOT change, any attribute that has been affected by user interactions and did not receive a different value in the new figure will keep the interaction value. `layout.uirevision` attribute serves as the default for `uirevision` attributes in various sub-containers. For finer control you can set these sub-attributes directly. For example, if your app separately controls the data on the x and y axes you might set `xaxis.uirevision=*time*` and `yaxis.uirevision=*cost*`. Then if only the y data is changed, you can update `yaxis.uirevision=*quantity*` and the y axis range will reset but the x axis range will retain any user-driven zoom. uniformtext :class:`plotly.graph_objects.layout.Uniformtext` instance or dict with compatible properties updatemenus A tuple of :class:`plotly.graph_objects.layout.Updatemenu` instances or dicts with compatible properties updatemenudefaults When used in a template (as layout.template.layout.updatemenudefaults), sets the default property values to use for elements of layout.updatemenus violingap Sets the gap (in plot fraction) between violins of adjacent location coordinates. Has no effect on traces that have "width" set. violingroupgap Sets the gap (in plot fraction) between violins of the same location coordinate. Has no effect on traces that have "width" set. violinmode Determines how violins at the same location coordinate are displayed on the graph. If "group", the violins are plotted next to one another centered around the shared location. If "overlay", the violins are plotted over one another, you might need to set "opacity" to see them multiple violins. Has no effect on traces that have "width" set. waterfallgap Sets the gap (in plot fraction) between bars of adjacent location coordinates. waterfallgroupgap Sets the gap (in plot fraction) between bars of the same location coordinate. waterfallmode Determines how bars at the same location coordinate are displayed on the graph. With "group", the bars are plotted next to one another centered around the shared location. With "overlay", the bars are plotted over one another, you might need to reduce "opacity" to see multiple bars. width Sets the plot's width (in px). xaxis :class:`plotly.graph_objects.layout.XAxis` instance or dict with compatible properties yaxis :class:`plotly.graph_objects.layout.YAxis` instance or dict with compatible properties Did you mean "map"? Bad property path: paper_b极值点color ^^^^^ [01:26:57] Traceback (most recent call last): File "D:\秘密基地\工作\工匠杯20250821\AI.py", line 1925, in _detect_abnormal_core html_path = self._generate_abnormal_html_report(device_summary_df) File "D:\秘密基地\工作\工匠杯20250821\AI.py", line 1613, in _generate_abnormal_html_report fig2.update_layout( ~~~~~~~~~~~~~~~~~~^ font=dict(family=PLOTLY_FONT, size=12), ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ...<2 lines>... paper_b极值点color='rgba(248,249,250,1)' ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ) ^ File "D:\Python\Lib\site-packages\plotly\graph_objs\_figure.py", line 787, in update_layout return super(Figure, self).update_layout(dict1, overwrite, **kwargs) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "D:\Python\Lib\site-packages\plotly\basedatatypes.py", line 1392, in update_layout self.layout.update(dict1, overwrite=overwrite, **kwargs) ~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "D:\Python\Lib\site-packages\plotly\basedatatypes.py", line 5123, in update BaseFigure._perform_update(self, kwargs, overwrite=overwrite) ~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "D:\Python\Lib\site-packages\plotly\basedatatypes.py", line 3882, in _perform_update raise err ValueError: Invalid property specified for object of type plotly.graph_objs.Layout: 'paper' Did you mean "map"? Valid properties: activeselection :class:`plotly.graph_objects.layout.Activeselection` instance or dict with compatible properties activeshape :class:`plotly.graph_objects.layout.Activeshape` instance or dict with compatible properties annotations A tuple of :class:`plotly.graph_objects.layout.Annotation` instances or dicts with compatible properties annotationdefaults When used in a template (as layout.template.layout.annotationdefaults), sets the default property values to use for elements of layout.annotations autosize Determines whether or not a layout width or height that has been left undefined by the user is initialized on each relayout. Note that, regardless of this attribute, an undefined layout width or height is always initialized on the first call to plot. autotypenumbers Using "strict" a numeric string in trace data is not converted to a number. Using *convert types* a numeric string in trace data may be treated as a number during automatic axis `type` detection. This is the default value; however it could be overridden for individual axes. barcornerradius Sets the rounding of bar corners. May be an integer number of pixels, or a percentage of bar width (as a string ending in %). bargap Sets the gap (in plot fraction) between bars of adjacent location coordinates. bargroupgap Sets the gap (in plot fraction) between bars of the same location coordinate. barmode Determines how bars at the same location coordinate are displayed on the graph. With "stack", the bars are stacked on top of one another With "relative", the bars are stacked on top of one another, with negative values below the axis, positive values above With "group", the bars are plotted next to one another centered around the shared location. With "overlay", the bars are plotted over one another, you might need to reduce "opacity" to see multiple bars. barnorm Sets the normalization for bar traces on the graph. With "fraction", the value of each bar is divided by the sum of all values at that location coordinate. "percent" is the same but multiplied by 100 to show percentages. boxgap Sets the gap (in plot fraction) between boxes of adjacent location coordinates. Has no effect on traces that have "width" set. boxgroupgap Sets the gap (in plot fraction) between boxes of the same location coordinate. Has no effect on traces that have "width" set. boxmode Determines how boxes at the same location coordinate are displayed on the graph. If "group", the boxes are plotted next to one another centered around the shared location. If "overlay", the boxes are plotted over one another, you might need to set "opacity" to see them multiple boxes. Has no effect on traces that have "width" set. calendar Sets the default calendar system to use for interpreting and displaying dates throughout the plot. clickmode Determines the mode of single click interactions. "event" is the default value and emits the `plotly_click` event. In addition this mode emits the `plotly_selected` event in drag modes "lasso" and "select", but with no event data attached (kept for compatibility reasons). The "select" flag enables selecting single data points via click. This mode also supports persistent selections, meaning that pressing Shift while clicking, adds to / subtracts from an existing selection. "select" with `hovermode`: "x" can be confusing, consider explicitly setting `hovermode`: "closest" when using this feature. Selection events are sent accordingly as long as "event" flag is set as well. When the "event" flag is missing, `plotly_click` and `plotly_selected` events are not fired. coloraxis :class:`plotly.graph_objects.layout.Coloraxis` instance or dict with compatible properties colorscale :class:`plotly.graph_objects.layout.Colorscale` instance or dict with compatible properties colorway Sets the default trace colors. computed Placeholder for exporting automargin-impacting values namely `margin.t`, `margin.b`, `margin.l` and `margin.r` in "full-json" mode. datarevision If provided, a changed value tells `Plotly.react` that one or more data arrays has changed. This way you can modify arrays in-place rather than making a complete new copy for an incremental change. If NOT provided, `Plotly.react` assumes that data arrays are being treated as immutable, thus any data array with a different identity from its predecessor contains new data. dragmode Determines the mode of drag interactions. "select" and "lasso" apply only to scatter traces with markers or text. "orbit" and "turntable" apply only to 3D scenes. editrevision Controls persistence of user-driven changes in `editable: true` configuration, other than trace names and axis titles. Defaults to `layout.uirevision`. extendfunnelareacolors If `true`, the funnelarea slice colors (whether given by `funnelareacolorway` or inherited from `colorway`) will be extended to three times its original length by first repeating every color 20% lighter then each color 20% darker. This is intended to reduce the likelihood of reusing the same color when you have many slices, but you can set `false` to disable. Colors provided in the trace, using `marker.colors`, are never extended. extendiciclecolors If `true`, the icicle slice colors (whether given by `iciclecolorway` or inherited from `colorway`) will be extended to three times its original length by first repeating every color 20% lighter then each color 20% darker. This is intended to reduce the likelihood of reusing the same color when you have many slices, but you can set `false` to disable. Colors provided in the trace, using `marker.colors`, are never extended. extendpiecolors If `true`, the pie slice colors (whether given by `piecolorway` or inherited from `colorway`) will be extended to three times its original length by first repeating every color 20% lighter then each color 20% darker. This is intended to reduce the likelihood of reusing the same color when you have many slices, but you can set `false` to disable. Colors provided in the trace, using `marker.colors`, are never extended. extendsunburstcolors If `true`, the sunburst slice colors (whether given by `sunburstcolorway` or inherited from `colorway`) will be extended to three times its original length by first repeating every color 20% lighter then each color 20% darker. This is intended to reduce the likelihood of reusing the same color when you have many slices, but you can set `false` to disable. Colors provided in the trace, using `marker.colors`, are never extended. extendtreemapcolors If `true`, the treemap slice colors (whether given by `treemapcolorway` or inherited from `colorway`) will be extended to three times its original length by first repeating every color 20% lighter then each color 20% darker. This is intended to reduce the likelihood of reusing the same color when you have many slices, but you can set `false` to disable. Colors provided in the trace, using `marker.colors`, are never extended. font Sets the global font. Note that fonts used in traces and other layout components inherit from the global font. funnelareacolorway Sets the default funnelarea slice colors. Defaults to the main `colorway` used for trace colors. If you specify a new list here it can still be extended with lighter and darker colors, see `extendfunnelareacolors`. funnelgap Sets the gap (in plot fraction) between bars of adjacent location coordinates. funnelgroupgap Sets the gap (in plot fraction) between bars of the same location coordinate. funnelmode Determines how bars at the same location coordinate are displayed on the graph. With "stack", the bars are stacked on top of one another With "group", the bars are plotted next to one another centered around the shared location. With "overlay", the bars are plotted over one another, you might need to reduce "opacity" to see multiple bars. geo :class:`plotly.graph_objects.layout.Geo` instance or dict with compatible properties grid :class:`plotly.graph_objects.layout.Grid` instance or dict with compatible properties height Sets the plot's height (in px). hiddenlabels hiddenlabels is the funnelarea & pie chart analog of visible:'legendonly' but it can contain many labels, and can simultaneously hide slices from several pies/funnelarea charts hiddenlabelssrc Sets the source reference on Chart Studio Cloud for `hiddenlabels`. hidesources Determines whether or not a text link citing the data source is placed at the bottom-right cored of the figure. Has only an effect only on graphs that have been generated via forked graphs from the Chart Studio Cloud (at https://chart-studio.plotly.com or on- premise). hoverdistance Sets the default distance (in pixels) to look for data to add hover labels (-1 means no cutoff, 0 means no looking for data). This is only a real distance for hovering on point-like objects, like scatter points. For area-like objects (bars, scatter fills, etc) hovering is on inside the area and off outside, but these objects will not supersede hover on point-like objects in case of conflict. hoverlabel :class:`plotly.graph_objects.layout.Hoverlabel` instance or dict with compatible properties hovermode Determines the mode of hover interactions. If "closest", a single hoverlabel will appear for the "closest" point within the `hoverdistance`. If "x" (or "y"), multiple hoverlabels will appear for multiple points at the "closest" x- (or y-) coordinate within the `hoverdistance`, with the caveat that no more than one hoverlabel will appear per trace. If *x unified* (or *y unified*), a single hoverlabel will appear multiple points at the closest x- (or y-) coordinate within the `hoverdistance` with the caveat that no more than one hoverlabel will appear per trace. In this mode, spikelines are enabled by default perpendicular to the specified axis. If false, hover interactions are disabled. hoversubplots Determines expansion of hover effects to other subplots If "single" just the axis pair of the primary point is included without overlaying subplots. If "overlaying" all subplots using the main axis and occupying the same space are included. If "axis", also include stacked subplots using the same axis when `hovermode` is set to "x", *x unified*, "y" or *y unified*. iciclecolorway Sets the default icicle slice colors. Defaults to the main `colorway` used for trace colors. If you specify a new list here it can still be extended with lighter and darker colors, see `extendiciclecolors`. images A tuple of :class:`plotly.graph_objects.layout.Image` instances or dicts with compatible properties imagedefaults When used in a template (as layout.template.layout.imagedefaults), sets the default property values to use for elements of layout.images legend :class:`plotly.graph_objects.layout.Legend` instance or dict with compatible properties map :class:`plotly.graph_objects.layout.Map` instance or dict with compatible properties mapbox :class:`plotly.graph_objects.layout.Mapbox` instance or dict with compatible properties margin :class:`plotly.graph_objects.layout.Margin` instance or dict with compatible properties meta Assigns extra meta information that can be used in various `text` attributes. Attributes such as the graph, axis and colorbar `title.text`, annotation `text` `trace.name` in legend items, `rangeselector`, `updatemenus` and `sliders` `label` text all support `meta`. One can access `meta` fields using template strings: `%{meta[i]}` where `i` is the index of the `meta` item in question. `meta` can also be an object for example `{key: value}` which can be accessed %{meta[key]}. metasrc Sets the source reference on Chart Studio Cloud for `meta`. minreducedheight Minimum height of the plot with margin.automargin applied (in px) minreducedwidth Minimum width of the plot with margin.automargin applied (in px) modebar :class:`plotly.graph_objects.layout.Modebar` instance or dict with compatible properties newselection :class:`plotly.graph_objects.layout.Newselection` instance or dict with compatible properties newshape :class:`plotly.graph_objects.layout.Newshape` instance or dict with compatible properties paper_bgcolor Sets the background color of the paper where the graph is drawn. piecolorway Sets the default pie slice colors. Defaults to the main `colorway` used for trace colors. If you specify a new list here it can still be extended with lighter and darker colors, see `extendpiecolors`. plot_bgcolor Sets the background color of the plotting area in- between x and y axes. polar :class:`plotly.graph_objects.layout.Polar` instance or dict with compatible properties scattergap Sets the gap (in plot fraction) between scatter points of adjacent location coordinates. Defaults to `bargap`. scattermode Determines how scatter points at the same location coordinate are displayed on the graph. With "group", the scatter points are plotted next to one another centered around the shared location. With "overlay", the scatter points are plotted over one another, you might need to reduce "opacity" to see multiple scatter points. scene :class:`plotly.graph_objects.layout.Scene` instance or dict with compatible properties selectdirection When `dragmode` is set to "select", this limits the selection of the drag to horizontal, vertical or diagonal. "h" only allows horizontal selection, "v" only vertical, "d" only diagonal and "any" sets no limit. selectionrevision Controls persistence of user-driven changes in selected points from all traces. selections A tuple of :class:`plotly.graph_objects.layout.Selection` instances or dicts with compatible properties selectiondefaults When used in a template (as layout.template.layout.selectiondefaults), sets the default property values to use for elements of layout.selections separators Sets the decimal and thousand separators. For example, *. * puts a '.' before decimals and a space between thousands. In English locales, dflt is ".," but other locales may alter this default. shapes A tuple of :class:`plotly.graph_objects.layout.Shape` instances or dicts with compatible properties shapedefaults When used in a template (as layout.template.layout.shapedefaults), sets the default property values to use for elements of layout.shapes showlegend Determines whether or not a legend is drawn. Default is `true` if there is a trace to show and any of these: a) Two or more traces would by default be shown in the legend. b) One pie trace is shown in the legend. c) One trace is explicitly given with `showlegend: true`. sliders A tuple of :class:`plotly.graph_objects.layout.Slider` instances or dicts with compatible properties sliderdefaults When used in a template (as layout.template.layout.sliderdefaults), sets the default property values to use for elements of layout.sliders smith :class:`plotly.graph_objects.layout.Smith` instance or dict with compatible properties spikedistance Sets the default distance (in pixels) to look for data to draw spikelines to (-1 means no cutoff, 0 means no looking for data). As with hoverdistance, distance does not apply to area-like objects. In addition, some objects can be hovered on but will not generate spikelines, such as scatter fills. sunburstcolorway Sets the default sunburst slice colors. Defaults to the main `colorway` used for trace colors. If you specify a new list here it can still be extended with lighter and darker colors, see `extendsunburstcolors`. template Default attributes to be applied to the plot. This should be a dict with format: `{'layout': layoutTemplate, 'data': {trace_type: [traceTemplate, ...], ...}}` where `layoutTemplate` is a dict matching the structure of `figure.layout` and `traceTemplate` is a dict matching the structure of the trace with type `trace_type` (e.g. 'scatter'). Alternatively, this may be specified as an instance of plotly.graph_objs.layout.Template. Trace templates are applied cyclically to traces of each type. Container arrays (eg `annotations`) have special handling: An object ending in `defaults` (eg `annotationdefaults`) is applied to each array item. But if an item has a `templateitemname` key we look in the template array for an item with matching `name` and apply that instead. If no matching `name` is found we mark the item invisible. Any named template item not referenced is appended to the end of the array, so this can be used to add a watermark annotation or a logo image, for example. To omit one of these items on the plot, make an item with matching `templateitemname` and `visible: false`. ternary :class:`plotly.graph_objects.layout.Ternary` instance or dict with compatible properties title :class:`plotly.graph_objects.layout.Title` instance or dict with compatible properties transition Sets transition options used during Plotly.react updates. treemapcolorway Sets the default treemap slice colors. Defaults to the main `colorway` used for trace colors. If you specify a new list here it can still be extended with lighter and darker colors, see `extendtreemapcolors`. uirevision Used to allow user interactions with the plot to persist after `Plotly.react` calls that are unaware of these interactions. If `uirevision` is omitted, or if it is given and it changed from the previous `Plotly.react` call, the exact new figure is used. If `uirevision` is truthy and did NOT change, any attribute that has been affected by user interactions and did not receive a different value in the new figure will keep the interaction value. `layout.uirevision` attribute serves as the default for `uirevision` attributes in various sub-containers. For finer control you can set these sub-attributes directly. For example, if your app separately controls the data on the x and y axes you might set `xaxis.uirevision=*time*` and `yaxis.uirevision=*cost*`. Then if only the y data is changed, you can update `yaxis.uirevision=*quantity*` and the y axis range will reset but the x axis range will retain any user-driven zoom. uniformtext :class:`plotly.graph_objects.layout.Uniformtext` instance or dict with compatible properties updatemenus A tuple of :class:`plotly.graph_objects.layout.Updatemenu` instances or dicts with compatible properties updatemenudefaults When used in a template (as layout.template.layout.updatemenudefaults), sets the default property values to use for elements of layout.updatemenus violingap Sets the gap (in plot fraction) between violins of adjacent location coordinates. Has no effect on traces that have "width" set. violingroupgap Sets the gap (in plot fraction) between violins of the same location coordinate. Has no effect on traces that have "width" set. violinmode Determines how violins at the same location coordinate are displayed on the graph. If "group", the violins are plotted next to one another centered around the shared location. If "overlay", the violins are plotted over one another, you might need to set "opacity" to see them multiple violins. Has no effect on traces that have "width" set. waterfallgap Sets the gap (in plot fraction) between bars of adjacent location coordinates. waterfallgroupgap Sets the gap (in plot fraction) between bars of the same location coordinate. waterfallmode Determines how bars at the same location coordinate are displayed on the graph. With "group", the bars are plotted next to one another centered around the shared location. With "overlay", the bars are plotted over one another, you might need to reduce "opacity" to see multiple bars. width Sets the plot's width (in px). xaxis :class:`plotly.graph_objects.layout.XAxis` instance or dict with compatible properties yaxis :class:`plotly.graph_objects.layout.YAxis` instance or dict with compatible properties Did you mean "map"? Bad property path: paper_b极值点color ^^^^^
08-27
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