Bug in updating express visualization with facet row and animation frame

Description

Running facet row plot with an animation frame using plotly express will fail updating the features in case of values missing in one category.

Reproduce

• plotly : 4.1.1

import plotly.express as px

df = px.data.tips()
fig = px.scatter(
    df,
    x="total_bill",
    y="tip",
    facet_row="day",
    animation_frame="time",
    #                  facet_col="time"
)
fig.show()

Results

expected : When setting the cursor back to dinner, it fails to update the row which had missing values in day for lunch.

I have no idea if this is related to plotly express, widgets or something else. Thank you !

首先运行提供的 plotly.express.scatter 复现代码，并设置 facet_row="day" 和 animation_frame="time"。跟踪 facet 和 animation 的更新路径，然后验证将光标移回 dinner 时，缺少 lunch 值的行能够正常更新且不会失败。