Setting Axis Range for Subplot in Plotly-Python

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I am trying to manually set the range of one (shared) y-axis in a plotly multi-plot figure, but for some reason, it also affects the range of the other y-axes.
Take a look at this example. I'll start by creating a 3x2 figure, with a shared y-axis per row.

import numpy as np

N = 20
nrows, ncols, ntraces = 3, 2, 3

fig = make_subplots(
rows=nrows, cols=ncols,
shared_xaxes=True, shared_yaxes=True,
)

for r in range(nrows):
scale = 1 / 10 ** r
for c in range(ncols):
for t in range(ntraces):
row=r + 1, col=c + 1,
trace=go.Scatter(y=y, mode="markers+lines", name=f"trace {t}")
)

import numpy as np

N = 20
nrows, ncols, ntraces = 3, 2, 3

fig = make_subplots(
rows=nrows, cols=ncols,
shared_xaxes=True, shared_yaxes=True,
)

for r in range(nrows):
scale = 1 / 10 ** r
for c in range(ncols):
for t in range(ntraces):
row=r + 1, col=c + 1,
trace=go.Scatter(y=y, mode="markers+lines", name=f"trace {t}")
)

This generates the following figure:

Now I want to manually set the range only for the first row, so I do:

This indeed sets the range as required. Problem is, this upsets all other axes as well, changing their range to some automatic value ([-1, 4]):

[-1, 4]

I tried manually setting the range of the other rows using various combinations of range and rangemode='normal', for example:
range
rangemode='normal'

Nothing seems to work...
How do I manually set the y-axis range only for one of the axes?

Tags: python,python-3.x,plotlySource of the question:

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