为什么添加 hline 或 vline 时 Plotly / Dash 混合图和 table 子图会中断？

Question

这是一个 5 x 3 子图布局，如下所示：

    fig = make_subplots(rows=5, cols=3,
                        specs=[[{'secondary_y': True}, {'secondary_y': False}, {'type': 'table'}],
                               [{'secondary_y': False}, {'secondary_y': False}, {'secondary_y': False}],
                               [{'secondary_y': False}, {'secondary_y': False}, {'secondary_y': False}],
                               [{'secondary_y': False}, {'secondary_y': False}, {'secondary_y': False}],
                               [{'secondary_y': False}, {'secondary_y': False}, {'secondary_y': False}]],
                        shared_xaxes=True, shared_yaxes=True,
                        vertical_spacing=0.01, horizontal_spacing=0,
                        row_heights=[0.775, 0.15, 0.025, 0.025, 0.025], column_widths=[0.8, 0.1, 0.1])

我们添加子图如下：

fig.add_trace(go.Scatter(x= ... row=1, col=1)
fig.add_trace(go.Scatter(x= ... row=1, col=2)
fig.add_trace(go.Scatter(x= ... row=2, col=1)
fig.add_trace(go.Scatter(x= ... row=3, col=1)
fig.add_trace(go.Scatter(x= ... row=4, col=1)
fig.add_trace(go.Scatter(x= ... row=5, col=1)

在位置 row=1 col=3 我们放置一个 table.

fig.add_trace(go.Table(header=dict(line=dict(color='red'),
                              fill=dict(color='red')),
                       cells=dict(values=[df.A, df.B])),
              row=1, col=3)

一切正常。但是当我们在左上图添加 hline 或 vline 时...

        fig.add_vline(x=42, line_width=1, line_dash='dot', line_color='rgba(255, 165, 0, 0.3)', row=1, col=1)

Plotly 抛出错误：

_plotly_utils.exceptions.PlotlyKeyError: Invalid property specified for object of type plotly.graph_objs.Table: 'xaxis'

Did you mean "cells"?

无论线条方向（h 或 v）如何，或者如果线条仅限于单行和单列或跨越 all 列，都会发生这种情况。

我的规格或布局是否有问题，或者这可能是一个错误？

Answer 1

我不是 plotly 的开发者。这确实是 plotly.

中的错误

添加 Scatter() 痕迹，将 go.Table() 添加到子图，然后添加 vline() 失败
添加 Scatter() 痕迹，添加 vline() 然后添加 Table() 子图成功

下面的代码在可重现的示例中显示了这一点，更改创建 table 的位置意味着它成功或失败。我建议两种前进方式

针对 plotly 提出错误/问题并等待其修复
使用变通方法创建内容以确保有效

import plotly.graph_objects as go
import pandas as pd
import numpy as np
from plotly.subplots import make_subplots

fig = make_subplots(rows=5, cols=3,
                        specs=[[{'secondary_y': True}, {'secondary_y': False}, {'type': 'table'}],
                               [{'secondary_y': False}, {'secondary_y': False}, {'secondary_y': False}],
                               [{'secondary_y': False}, {'secondary_y': False}, {'secondary_y': False}],
                               [{'secondary_y': False}, {'secondary_y': False}, {'secondary_y': False}],
                               [{'secondary_y': False}, {'secondary_y': False}, {'secondary_y': False}]],
                        shared_xaxes=True, shared_yaxes=True,
                        vertical_spacing=0.01, horizontal_spacing=0,
                        row_heights=[0.775, 0.15, 0.025, 0.025, 0.025], column_widths=[0.8, 0.1, 0.1])
for r in range(5):
    for c in range(3):
        if r==0 and c==2:
            if False:
                df=pd.DataFrame({"X":np.linspace(0,10,5), "Y":np.random.uniform(2,4,5)})
                fig.add_trace(go.Table(header={"values":df.columns}, cells={"values":df.T.values}), row=r+1, col=c+1)
            else:
                pass
        else:
            fig.add_trace(go.Scatter(x=np.linspace(0,50,20), y=np.random.uniform(1,5,29)), row=r+1, col=c+1)
            
fig.add_vline(x=42, line_width=1, line_dash='dot', line_color='rgba(255, 165, 0, 0.3)', row=1, col=1)

# create table after the vline has been added
df=pd.DataFrame({"X":np.linspace(0,10,5), "Y":np.random.uniform(2,4,5)})
fig.add_trace(go.Table(header={"values":df.columns}, cells={"values":df.T.values}), row=1, col=3)

为什么添加 hline 或 vline 时 Plotly / Dash 混合图和 table 子图会中断？

Why do Plotly / Dash mixed graph and table subplots break when hline or vline are added?

python

python-3.x

plotly

plotly-dash