taipy/doc/gui/examples/charts/advanced-selection.py

# Copyright 2021-2024 Avaiga Private Limited
#
# Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
# the License. You may obtain a copy of the License at
#
#        http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
# an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
# specific language governing permissions and limitations under the License.
# -----------------------------------------------------------------------------------------
# To execute this script, make sure that the taipy-gui package is installed in your
# Python environment and run:
#     python <script>
# -----------------------------------------------------------------------------------------
import random
from typing import List

import numpy

from taipy.gui import Gui

# x = [0..20]
x = list(range(0, 21))

data = {
    "x": x,
    # A list of random values within [1, 10]
    "y": [random.uniform(1, 10) for _ in x],
}

layout = {
    # Force the Box select tool
    "dragmode": "select",
    # Remove all margins around the plot
    "margin": {"l": 0, "r": 0, "b": 0, "t": 0},
}

config = {
    # Hide Plotly's mode bar
    "displayModeBar": False
}

selected_indices: List = []

mean_value = 0.0


def on_change(state, var, val):
    if var == "selected_indices":
        state.mean_value = numpy.mean([data["y"][idx] for idx in val]) if len(val) else 0


page = """
# Advanced - Selection

## Mean of <|{len(selected_indices)}|raw|> selected points: <|{mean_value}|format=%.2f|raw|>

<|{data}|chart|selected={selected_indices}|layout={layout}|plot_config={config}|>
"""

Gui(page).run()