问题描述
我在 Dash 上的绘图时遇到了布局困难.我使用 Dash 生成的所有绘图似乎都自动调整为非常窄的尺寸,这使得如果没有一些创造性的缩放就很难实际查看数据.
I'm running into layout difficulties with the plots on Dash. All the plots I generate with Dash seem to be auto sized to be very narrow, which makes it hard to actually view the data without some creative zooming.
作为一个例子,当我在我的一个破折号上查看源代码时,它看起来好像计算出主绘图容器(svg-container)的高度为 450 像素,图形本身的高度为 270 像素(看起来在子图中).如果我能制作图表,比如 700 像素,那就太好了.
As an example, when I view the source on one of my dashes, it looks like it computes the height of the main plot container (svg-container) to be 450px and the height of the graph itself to be 270px (looking at the subplots). It would be nice if I could make the graph, say, 700px.
我的问题是:在 Dash 上调整图形尺寸的最佳方法是什么?我的第一个猜测是以某种方式附加样式表,但我不确定适当的 css 选择器将如何或是什么.
My question is: what is the best way to adjust the dimensions of the graphs on Dash? My first guess would be to somehow attach a stylesheet, but I'm not sure how or what the appropriate css selectors would be.
谢谢!
推荐答案
一个 Graph
对象包含一个 figure
.每个 figure
都有 data
和 layout
属性.
A Graph
object contains a figure
. Each figure
has data
and layout
attributes.
您可以在layout
中设置height
.
dcc.Graph(
id="my-graph",
figure={
"data": [
{"x": [1, 2, 3], "y": [4, 1, 2], "type": "bar"},
{"x": [1, 2, 3], "y": [2, 4, 5], "type": "bar"},
],
"layout": {
"title": "My Dash Graph",
"height": 700, # px
},
},
)
根据Plotly figure
对象架构,height
必须是大于等于 10 的数字,默认为 450 (px).
According to the Plotly figure
object schema, height
must be a number greater than or equal to 10, and its default is 450 (px).
请记住,您可以稍后在破折号回调中创建一个 Graph
对象并设置 figure
.
Keep in mind that you can create a Graph
object and set figure
later, in a dash callback.
例如,如果 dcc.Slider
的 value
影响 Graph
的 figure
属性,您将有:
For example, if the value
of a dcc.Slider
affects the figure
attribute of your Graph
you will have:
import plotly.graph_objs as go
dcc.Graph(id="my-graph")
@app.callback(
output=Output("my-graph", "figure"),
inputs=Input("slider", "value")])
def update_my_graph(value):
data = go.Data(
[
go.Bar(x=[1, 2, 3], y=[4, 1, 2]),
go.Bar(x=[1, 2, 3], y=[2, 4, 5]),
]
layout = go.Layout(
title="My Dash Graph",
height=700
)
figure = go.Figure(data=data, layout=layout)
return figure
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