Update the subplot x and y axis title using add_trace

The snippet below gotten from plotly documentation is unneccesrily verbose. Users should be able to update x and y axis title for respective subplots by passing an argument to the add_trace() method where the row and col are also already specified. I can't imagine having more than a few subplots to make with this approach. Having a master x and y axis title is only great if all subplots are displaying the same type of data which is not always the case in science

from plotly.subplots import make_subplots
import plotly.graph_objects as go

# Initialize figure with subplots
fig = make_subplots(
    rows=2, cols=2, subplot_titles=("Plot 1", "Plot 2", "Plot 3", "Plot 4")
)

# Add traces
fig.add_trace(go.Scatter(x=[1, 2, 3], y=[4, 5, 6]), row=1, col=1)
fig.add_trace(go.Scatter(x=[20, 30, 40], y=[50, 60, 70]), row=1, col=2)
fig.add_trace(go.Scatter(x=[300, 400, 500], y=[600, 700, 800]), row=2, col=1)
fig.add_trace(go.Scatter(x=[4000, 5000, 6000], y=[7000, 8000, 9000]), row=2, col=2)

# Update xaxis properties
fig.update_xaxes(title_text="xaxis 1 title", row=1, col=1)
fig.update_xaxes(title_text="xaxis 2 title", range=[10, 50], row=1, col=2)
fig.update_xaxes(title_text="xaxis 3 title", showgrid=False, row=2, col=1)
fig.update_xaxes(title_text="xaxis 4 title", type="log", row=2, col=2)

# Update yaxis properties
fig.update_yaxes(title_text="yaxis 1 title", row=1, col=1)
fig.update_yaxes(title_text="yaxis 2 title", range=[40, 80], row=1, col=2)
fig.update_yaxes(title_text="yaxis 3 title", showgrid=False, row=2, col=1)
fig.update_yaxes(title_text="yaxis 4 title", row=2, col=2)

Something along the lines of the below snipppet would be better. Even better is if you can loop through the number of traces you created defined by the rows and cols argument of the subplot. See issue
fig.add_trace(go.Scatter(x=[1, 2, 3], y=[4, 5, 6]), row=1, col=1, xaxes_title='Date', yaxes_title='rainfall')

Thanks

Aucun fichier ni test n’est nommé. Commencez par examiner les API add_trace(), update_xaxes() et update_yaxes(), ainsi que la gestion associée des subplots, puis déterminez comment les arguments des titres d’axes doivent interagir avec row et col. Le travail terminé doit inclure un moyen documenté et testé de définir les titres des axes des subplots concernés via add_trace().