Update Multiple Tabs with plotly panes

[devhello145]

ALL software version info

(this library, plus any other relevant software, e.g. bokeh, python, notebook, OS, browser, etc)

os: Windows
python: 3.8
browser: firefox 92.0
panel: 0.12.1 (0.12.2 have another bug)

pip freeze

addict==2.4.0
argon2-cffi==21.1.0
attrs==21.2.0
backcall==0.2.0
bleach==4.1.0
bokeh==2.3.3
certifi==2021.5.30
cffi==1.14.6
charset-normalizer==2.0.5
colorama==0.4.4
cycler==0.10.0
debugpy==1.4.3
decorator==5.1.0
deepdiff==5.5.0
defusedxml==0.7.1
entrypoints==0.3
future==0.18.2
h5py==3.4.0
idna==3.2
ipykernel==6.4.1
ipympl==0.7.0
ipython==7.27.0
ipython-genutils==0.2.0
ipywidgets==7.6.5
ipywidgets-bokeh==1.0.2
jedi==0.18.0
Jinja2==3.0.1
jsonschema==3.2.0
jupyter-client==7.0.3
jupyter-core==4.8.1
jupyterlab-pygments==0.1.2
jupyterlab-widgets==1.0.2
kaleido==0.2.1
kiwisolver==1.3.2
Markdown==3.3.4
MarkupSafe==2.0.1
matplotlib==3.4.3
matplotlib-inline==0.1.3
mistune==0.8.4
nbclient==0.5.4
nbconvert==6.1.0
nbformat==5.1.3
nest-asyncio==1.5.1
notebook==6.4.4
numpy==1.21.2
ordered-set==4.0.2
packaging==21.0
pandas==1.3.3
pandocfilters==1.5.0
panel==0.12.1
param==1.11.1
parse==1.19.0
parso==0.8.2
pickleshare==0.7.5
Pillow==8.3.2
plotly==5.1.0
pretty-html-table==0.9.11
prometheus-client==0.11.0
prompt-toolkit==3.0.20
pycparser==2.20
pyct==0.4.8
Pygments==2.10.0
pymatreader==0.0.25
pyparsing==2.4.7
pyrsistent==0.18.0
python-dateutil==2.8.2
pytz==2021.1
pyviz-comms==2.1.0
pywin32==301
pywinpty==1.1.4
PyYAML==5.4.1
pyzmq==22.3.0
requests==2.26.0
scipy==1.7.1
seaborn==0.11.2
Send2Trash==1.8.0
six==1.16.0
tenacity==8.0.1
terminado==0.12.1
testpath==0.5.0
tornado==6.1
tqdm==4.62.2
traitlets==5.1.0
typing-extensions==3.10.0.2
urllib3==1.26.6
wcwidth==0.2.5
webencodings==0.5.1
widgetsnbextension==3.5.1
xmltodict==0.12.0

Description of expected behavior and the observed behavior

Bug: When we update one tab with plotly plots, plotly plots disappeare on another tabs.

Complete, minimal, self-contained example code that reproduces the issue

import numpy as np
import panel as pn
import panel.widgets as pnw
import param as pm

import plotly.graph_objects as go


class Settings(pm.Parameterized):
    n = pm.Integer(default=2)
    update = pm.Event("Update plots")

settings = Settings()


class Plots(pm.Parameterized):

    SETTINGS=pm.Parameter()
    update_view = pm.Event()

    def __init__(self):
        self.SETTINGS = settings
        super().__init__()

        self.panes = []
        self.figs = []
        self.set_n()

    @staticmethod
    def _get_data():
        N = 10
        return dict(x=np.arange(N), y=np.random.rand(N))

    def _create(self):
        fig = go.Figure().to_dict()
        fig["data"].append(
            dict(**self._get_data(), type="scatter")
        )
        pane = pn.pane.Plotly(fig)
        return fig, pane

    @pm.depends("SETTINGS.n", watch=True)
    def set_n(self):
        old_n = len(self.panes)
        new_n = self.SETTINGS.n
        diff = new_n - old_n

        if diff > 0:
            for _ in range(diff):
                fig, pane = self._create()
                self.panes.append(pane)
                self.figs.append(fig)
        elif diff < 0:
            self.panes = self.panes[:new_n]
            self.figs = self.figs[:new_n]
        else:
            return
        self.param.trigger("update_view")

    @pm.depends("SETTINGS.update", watch=True)
    def update(self):
        for pane, fig in zip(self.panes, self.figs):
            fig["data"][0].update(self._get_data())
            pane.object = fig
        self.param.trigger("update_view")

    @pm.depends("update_view")
    def view(self):
        layout = []
        for i, pane in enumerate(self.panes):
            ## option 1
            # layout.append(pane)
            
            ## option 2
            # layout.append(pn.Card(pane, header=str(i)))
            
            ## option 3
            ## console error: Uncaught ReferenceError: model is not defined
            # layout.append(pn.WidgetBox(f"### {i}", pane))

            ## option 4
            ## same error as in option 3
            layout.append(pn.Column(f"### {i}", pane))
        return pn.Column(*layout)


plots1 = Plots()
plots2 = Plots()
        
app = pn.template.VanillaTemplate(title="Test")
app.sidebar.append(pn.Param(settings))

app.main.append(pn.Tabs(plots1.view, plots2.view))


pn.serve(app)

Stack traceback and/or browser JavaScript console output

Screenshots or screencasts of the bug in actio

panel_0.12.1_.mp4

Please suggest any fast solution if it's possible

[devhello145]

Also same bug for panel v0.12.2