[英]Altair : Make Interval Selection Line plot with dual axis and datetime x axis
I am trying to make a dual y axis line plot with date time index as x axis, with interval selection, so far:到目前为止,我正在尝试制作一条双 y 轴线 plot,日期时间索引为 x 轴,间隔选择:
#base encoding the X-axis
brush = alt.selection(type='interval', encodings=['x'])
base = alt.Chart(yData.reset_index())
base = base.encode(alt.X('{0}:T'.format(yData.index.name),
axis=alt.Axis(title=yData.index.name)))
py = base.mark_line()
py = py.encode(alt.X('date:T',scale = alt.Scale(domain = brush)),
alt.Y('plotY', axis=alt.Axis(title='ylabel1')))
py = py.properties(width = 700, height = 230)
px = base.mark_line()
px = px.encode(alt.Y('plotX1', axis=alt.Axis(title='ylabel2')))
px = px.properties(width = 700, height = 230)
upper = (py + px).resolve_scale(y='independent')
lower = upper.copy()
lower = lower.properties(height=20).add_selection(brush)
p = alt.vconcat(upper, lower).configure_concat(spacing=0)
p
If I try to produce p I am getting the following error:如果我尝试生成p我会收到以下错误:
Javascript Error: Duplicate signal name: "selector045_x"
This usually means there's a typo in your chart specification. See the JavaScript console for the full traceback
If I try to produce upper I get:如果我尝试生产鞋面,我会得到:
My dataframe:我的 dataframe:
Any idea how can I get interval selection here?知道如何在这里获得间隔选择吗?
Also I keep getting this error while working with Altair, any idea how can I debug this??此外,我在使用 Altair 时不断收到此错误,知道如何调试吗? I have no experience in java, and am using a Mac.
我在 java 方面没有经验,并且正在使用 Mac。
EDIT编辑
After adding the selection to only one of the subplots,仅将选择添加到其中一个子图后,
brush = alt.selection(type='interval', encodings=['x'])
base = alt.Chart(yData.reset_index())
base = base.encode(alt.X('{0}:T'.format(yData.index.name),
axis=alt.Axis(title=yData.index.name)))
py = base.mark_line()
py = py.encode(alt.X('date:T',scale = alt.Scale(domain = brush)),
alt.Y('plotY', axis=alt.Axis(title='ylabel1')))
py = py.properties(width = 700, height = 230).add_selection(brush)
px = base.mark_line()
px = px.encode(alt.Y('plotX1', axis=alt.Axis(title='ylabel2')))
px = px.properties(width = 700, height = 230)
upper = (py + px).resolve_scale(y='independent')
lower = upper.copy()
lower = lower.properties(height=20)
p = alt.vconcat(upper, lower).configure_concat(spacing=0)
p
I am getting this:我得到这个:
(1) The selection isn't working (1) 选择无效
(2) And somehow i am getting an exact replica of upper
for the lower plot (2) 不知何故,我得到了
upper
plot 的精确复制品
**EDIT -- This made it work ** **编辑——这使它工作**
brush = alt.selection(type='interval', encodings=['x'])
base = alt.Chart(yData.reset_index())
base = base.encode(alt.X('{0}:T'.format(yData.index.name),
axis=alt.Axis(title=yData.index.name)))
py = base.mark_line(color='orange')
py = py.encode(alt.X('date:T',scale = alt.Scale(domain = brush)),
alt.Y('plotY', axis=alt.Axis(title='ylabel1')),
)
py = py.properties(width = 700, height = 230)
px = base.mark_line()
px = px.encode(alt.X('date:T',scale = alt.Scale(domain = brush)),
alt.Y('plotX1', axis=alt.Axis(title='ylabel2')))
px = px.properties(width = 700, height = 230)
# upper = px
upper = (py + px).resolve_scale(y='independent')
lower = px.copy()
lower = lower.properties(height=20).add_selection(brush)
p = alt.vconcat(upper, lower).configure_concat(spacing=0)
p
Add the selection to just px
or py
instead.将选择添加到
px
或py
。 If you add the same selection to both subcharts in a layer, it results in this error.如果您将相同的选择添加到图层中的两个子图表,则会导致此错误。 This is a bug that should probably be fixed in Altair.
这是一个应该在 Altair 中修复的错误。
To be more concrete, your code should look like this:更具体地说,您的代码应如下所示:
# ...
px = px.properties(width = 700, height = 230).add_selection(brush) # add selection here
# ...
lower = lower.properties(height=20) # not here
# ...
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