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href="https://github.com/JuliaPlots/AbstractPlotting.jl/blob/master/docs/src/plot_method_signatures.md#" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Plot-Method-Signatures"><a class="docs-heading-anchor" href="#Plot-Method-Signatures">Plot Method Signatures</a><a id="Plot-Method-Signatures-1"></a><a class="docs-heading-anchor-permalink" href="#Plot-Method-Signatures" title="Permalink"></a></h1><p>Makie offers a simple but powerful set of methods for each plotting function, which allow you to easily create and manipulate the most common aspects of a figure.</p><p>Each plot object like <code>Scatter</code> has two plotting functions associated to it, a non-mutating version (<code>scatter</code>) and a mutating version (<code>scatter!</code>). These functions have different methods that behave slightly differently depending on the first argument.</p><p>Here's a short list before we show each version in more detail. We use <code>Scatter</code> as our example, but the principles apply to every plot type.</p><h2 id="Non-Mutating"><a class="docs-heading-anchor" href="#Non-Mutating">Non-Mutating</a><a id="Non-Mutating-1"></a><a class="docs-heading-anchor-permalink" href="#Non-Mutating" title="Permalink"></a></h2><p>The non-mutating methods create and return something in addition to the plot object, either a figure with an axis in default position, or an axis at a given figure position.</p><pre><code class="language-julia">scatter(args...; kwargs...) -> ::FigureAxisPlot
scatter(figureposition, args...; kwargs...) -> ::AxisPlot</code></pre><p><code>FigureAxisPlot</code> is just a collection of the new figure, axis and plot. For convenience it has the same display overload as <code>Figure</code>, so that <code>scatter(args...)</code> displays a plot without further work. It can be destructured at assignment like <code>fig, ax, plotobj = scatter(args...)</code>.</p><p><code>AxisPlot</code> is a collection of a new axis and plot. It has no special display overload but can also be destructured like <code>ax, plotobj = scatter(figureposition, args...)</code>.</p><h3 id="Special-Keyword-Arguments"><a class="docs-heading-anchor" href="#Special-Keyword-Arguments">Special Keyword Arguments</a><a id="Special-Keyword-Arguments-1"></a><a class="docs-heading-anchor-permalink" href="#Special-Keyword-Arguments" title="Permalink"></a></h3><p>Methods that create an <code>AxisPlot</code> accept a special-cased <code>axis</code> keyword, where you can pass a dict-like object containing keyword arguments that should be passed to the created axis. Methods that create a <code>FigureAxisPlot</code> additionally accept a special cased <code>figure</code> keyword, where you can pass a dict-like object containing keyword arguments that should be passed to the created figure.</p><p>All other keyword arguments are passed as attributes to the plotting function.</p><p>Here are two examples with the scatter function (take care to create single-argument NamedTuples correctly, for example with a trailing comma):</p><pre><code class="language-julia">using GLMakie
# FigureAxisPlot takes figure and axis keywords
fig, ax, p = lines(cumsum(randn(1000)),
figure = (resolution = (1000, 600),),
axis = (ylabel = "Temperature",),
color = :red)
# AxisPlot takes axis keyword
lines(fig[2, 1], cumsum(randn(1000)),
axis = (xlabel = "Time (sec)", ylabel = "Stock Value"),
color = :blue)
fig</code></pre><img 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" /><h2 id="Mutating"><a class="docs-heading-anchor" href="#Mutating">Mutating</a><a id="Mutating-1"></a><a class="docs-heading-anchor-permalink" href="#Mutating" title="Permalink"></a></h2><p>The mutating methods always just return a plot object. If no figure is passed, the <code>current_figure()</code> is used, if no axis or scene is given, the <code>current_axis()</code> is used.</p><pre><code class="language-julia">scatter!(args...; kwargs...) -> ::Scatter
scatter!(figure, args...; kwargs...) -> ::Scatter
scatter!(figureposition, args...; kwargs...) -> ::Scatter
scatter!(axis, args...; kwargs...) -> ::Scatter
scatter!(scene, args...; kwargs...) -> ::Scatter</code></pre><h2 id="FigurePositions"><a class="docs-heading-anchor" href="#FigurePositions">FigurePositions</a><a id="FigurePositions-1"></a><a class="docs-heading-anchor-permalink" href="#FigurePositions" title="Permalink"></a></h2><p>In the background, each <code>Figure</code> has a <code>GridLayout</code> from GridLayoutBase.jl, which takes care of layouting plot elements nicely. For convenience, you can index into a figure multiple times to refer to nested grid positions, which makes it easy to quickly assemble complex layouts.</p><p>For example, <code>fig[1, 2]</code> creates a <code>FigurePosition</code> referring to row 1 and column 2, while <code>fig[1, 2][3, 1:2]</code> creates a <code>FigureSubposition</code> that refers to row 3 and columns 1 to 2 in a nested GridLayout which is located at row 1 and column 2.</p><h3 id="With-Non-Mutating-Plotting-Functions"><a class="docs-heading-anchor" href="#With-Non-Mutating-Plotting-Functions">With Non-Mutating Plotting Functions</a><a id="With-Non-Mutating-Plotting-Functions-1"></a><a class="docs-heading-anchor-permalink" href="#With-Non-Mutating-Plotting-Functions" title="Permalink"></a></h3><p>Using the non-mutating plotting functions with figure positions creates new axes at the given locations. If a GridLayout along the nesting levels doesn't exist, yet, it is created automatically for convenience.</p><pre><code class="language-julia">using GLMakie
fig = Figure(resolution = (1200, 900))
# first row, first column
scatter(fig[1, 1], 1.0..10, sin)
# first row, second column
lines(fig[1, 2], 1.0..10, sin)
# first row, third column, then nested first row, first column
lines(fig[1, 3][1, 1], cumsum(randn(1000)), color = :blue)
# first row, third column, then nested second row, first column
lines(fig[1, 3][2, 1], cumsum(randn(1000)), color = :red)
# second row, first to third column
ax, hm = heatmap(fig[2, 1:3], randn(30, 10))
# across all rows, new column after the last one
fig[:, end+1] = Colorbar(fig, hm, width = 30)
fig</code></pre><img src="data:image/png;base64,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" /><h3 id="With-Mutating-Plotting-Functions"><a class="docs-heading-anchor" href="#With-Mutating-Plotting-Functions">With Mutating Plotting Functions</a><a id="With-Mutating-Plotting-Functions-1"></a><a class="docs-heading-anchor-permalink" href="#With-Mutating-Plotting-Functions" title="Permalink"></a></h3><p>Mutating plotting functions work a bit differently with figure positions. First, it is checked if one - and only one - axis exists already at the given position. If that's the case, that axis is plotted into. If it's not the case, the function will error.</p><pre><code class="language-julia">using GLMakie
fig = Figure()
lines(fig[1, 1], 1.0..10, sin, color = :blue)
# this works because the previous command created an axis at fig[1, 1]
lines!(fig[1, 1], 1.0..10, cos, color = :red)
# the following line wouldn't work yet because no axis exists at fig[1, 2]
# lines!(fig[1, 2], 1.0..10, sin, color = :green)
fig[1, 2] = Axis(fig)
# now it works
lines!(fig[1, 2], 1.0..10, sin, color = :green)
# also works with nested grids
fig[2, 1:2][1, 3] = Axis(fig)
lines!(fig[2, 1:2][1, 3], 1.0..10, cos, color = :orange)
# but often it's more convenient to save an axis to reuse it
ax, _ = lines(fig[2, 1:2][1, 1:2], 1.0..10, sin, color = :black)
lines!(ax, 1.0..10, cos, color = :yellow)
fig</code></pre><img 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" 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