Possibility to use decimator on Plotly charts

FlorianJacta commented 3 months ago

Description

The goal would be to allow users to use the decimator alongside Plotly charts.

import yfinance as yf
from taipy.gui import Gui
from taipy.gui.data.decimator import MinMaxDecimator, RDP, LTTB

df_AAPL = yf.Ticker("AAPL").history(interval="1d", period = "max")
df_AAPL["DATE"] = df_AAPL.index.astype('int64').astype(float)

n_out = 50
decimator_instance = MinMaxDecimator(n_out=n_out)

decimate_data_count = len(df_AAPL)

import plotly.express as px

fig = px.line(df_AAPL, x="DATE", y="Open", markers=True)

page = """
# Decimator

From a data length of <|{len(df_AAPL)}|> to <|{n_out}|>

## Without decimator

<|chart|figure={fig}|>

## With decimator

<|chart|figure={fig}|decimator=decimator_instance|>
"""

gui = Gui(page)
gui.run(port=5026, title="Decimator")

Acceptance Criteria

[ ] Ensure new code is unit tested, and check code coverage is at least 90%.
[ ] Propagate any change on the demos and run all of them to ensure there is no breaking change.
[ ] Ensure any change is well documented.