Refactor/remove trace updater

[jonasvdd]

[BUG] Patch does not seem to work with subplots
solved now!

Reproduce issue - clone this branch and run this code in a notebook.

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

import numpy as np


x = np.arange(2_000_000)
noisy_sin = (3 + np.sin(x / 200) + np.random.randn(len(x)) / 10) * x / 1_000

fig = FigureResampler(
    make_subplots(rows=2, cols=2, shared_xaxes="columns", horizontal_spacing=0.03)
)


log = noisy_sin * 0.9999995**x
exp = noisy_sin * 1.000002**x
fig.add_trace(go.Scattergl(name="log"), hf_x=x, hf_y=log)
fig.add_trace(go.Scattergl(name="exp"), hf_x=x, hf_y=exp)

fig.add_trace(go.Scattergl(name="-log"), hf_x=x, hf_y=-exp, row=1, col=2)

fig.add_trace(go.Scattergl(name="log"), hf_x=x, hf_y=-log, row=2, col=1)

fig.add_trace(go.Scattergl(name="3-exp"), hf_x=x, hf_y=3 - exp, row=2, col=1)
fig.add_trace(go.Scattergl(name="log"), hf_x=x, hf_y=log**2, row=2, col=2)
fig.show_dash(mode="inline")

Patch does not seem to properly work with subplots.

How I use patch to update a figure with subplots:

        patched_figure = dash.Patch()  # create patch
        for trace in update_data[1:]:  # skip first item as it contains the relayout
            trace_index = trace.pop("index")  # the index of the corresponding trace
            # All the other items are the trace data which needs to be updated
            patched_figure["data"][trace_index] = trace
        # TODO -> how to make this work with subplots?
        return patched_figure

---

TODO:

• rewrite docs
• verify all examples
  • dash apps
  • notebook examples
• verify all tests
  • rewrite the selenium class to be compatible with patch type objects

[codecov-commenter]

Codecov Report

❌ Patch coverage is 87.50000% with 2 lines in your changes missing coverage. Please review.
✅ Project coverage is 96.40%. Comparing base (9b48723) to head (3570b01).
⚠️ Report is 47 commits behind head on main.

Files with missing lines	Patch %	Lines
...tly_resampler/figure_resampler/figure_resampler.py	33.33%	2 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #281      +/-   ##
==========================================
- Coverage   96.46%   96.40%   -0.06%     
==========================================
  Files          14       14              
  Lines        1130     1140      +10     
==========================================
+ Hits         1090     1099       +9     
- Misses         40       41       +1     

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[jonasvdd]

Ready for review @jvdd!

[jvdd]

LGTM! Well done @jonasvdd 🔥

[mhangaard]

Good work guys, be aware this changes the interface. When it's not backwards compatible it should be tagged with a major version bump if following Semantic Versioning. Congrats on 1.0.0 :D

[mpkasp-pison]

Would be nice to add this to the change log, with supporting documentation to use the new interface. This broke my code and I had to dig to find this change.