PieChart

Introduction

PieChart widget in Supervisely is a widget used for displaying a pie chart. It allows users to visualize data for comparison distribution of different objects. The PieChart widget allows easily visualize data to determine the distribution of objects in comparison to each other.

Function signature

PieChart(
    title="Simple Pie",
    series=[
        {"name": "Team A", "data": 44},
        {"name": "Team B", "data": 55},
        {"name": "Team C", "data": 33},
    ],
)

Parameters

Type

Description

title

str

PieChart title

series

List[Dict[str, Union[int,float]]]

PieChart slices data

stroke_width

str

Gap between slices

data_labels

bool

Show value on slices

height

Union[int, str]

PieChart height size

type

Literal["pie", "donut"]

PieChart type. Can be pie or donut

title

Determines PieChart title.

type: str

series

PieChart slices data. The series should be a list of dicts with keys name and data. The name key should contain the name of the slice and the data key should contain the value of the slice.

type: List[Dict[str, Union[int,float]]]

default value: []

series=[
    {"name": "Team A", "data": 44},
    {"name": "Team B", "data": 55},
    {"name": "Team C", "data": 33},
]

PieChart(
    title="Simple Pie",
    series=series,
)

stroke_width

Determines the gap between slices on PieChart. Set to 0 to remove the gap.

type: int

default value: 2

    title="Simple Pie",
    series=[
        {"name": "Team A", "data": 44},
        {"name": "Team B", "data": 55},
        {"name": "Team C", "data": 33},
    ],
    stroke_width=0,

data_labels

If True show values on PieChart slices. If False hide values on PieChart slices.

type: bool

default value: False

    title="Simple Pie",
    series=[
        {"name": "Team A", "data": 44},
        {"name": "Team B", "data": 55},
        {"name": "Team C", "data": 33},
    ],
    data_labels=True,

height

Determines the size of PieChart.

type: Union[int, str]

default value: 350

    title="Simple Pie",
    series=[
        {"name": "Team A", "data": 44},
        {"name": "Team B", "data": 55},
        {"name": "Team C", "data": 33},
    ],
    height=500,

type

Determines the type of PieChart. Can be pie or donut.

type: Literal["pie", "donut"]

default value: pie

    title="Simple Pie",
    series=[
        {"name": "Team A", "data": 44},
        {"name": "Team B", "data": 55},
        {"name": "Team C", "data": 33},
    ],
    type="donut",

Methods and attributes

Description

add_series(names: List[str], values: List[Union[int, float]])

Adds a new series to the PieChart widget.

set_series(names: List[str], values: List[Union[int, float]])

Sets a series to the PieChart widget, removing all previous series.

get_series(index: int))

Returns a series from the PieChart widget by index.

delete_series(index: int)

Deletes a series from the PieChart widget by index.

get_clicked_datapoint()

Returns the clicked datapoint from the PieChart widget as NamedTuple.

Mini app example

You can find this example in our GitHub repository:

supervisely-ecosystem/ui-widgets-demos/charts-and-plots/009_pie_chart/src/main.py

Import libraries

import os

import supervisely as sly
from dotenv import load_dotenv
from supervisely.app.widgets import (
    Button,
    Card,
    Container,
    Flexbox,
    Input,
    InputNumber,
    PieChart,
    Text,
)

Init API client

First, we load environment variables with credentials and init API for communicating with Supervisely Instance:

load_dotenv("local.env")
load_dotenv(os.path.expanduser("~/supervisely.env"))

api = sly.Api()

# Prepare names and values for series
series = [
    {"name": "Team A", "data": 44},
    {"name": "Team B", "data": 55},
    {"name": "Team C", "data": 13},
    {"name": "Team D", "data": 43},
    {"name": "Team E", "data": 22},
]

pie_chart = PieChart(
    title="Simple Pie",
    series=series,
    stroke_width=1,
    data_labels=True,
    height=350,
    type="pie",
)

Create GUI with buttons

# Create Text widget for displaying clicked datapoint info and place it in the Container widget with PieChart.
text = Text("Click on the slice to see it's value", status="info")
container_chart = Container(widgets=[pie_chart, text])

# Create Input widget for slice name, InputNumber widget for slice value and Buttons for managing slices.
input_name = Input(value="Team F", maxlength=10)
input_value = InputNumber(value=10)
button_add = Button("Add slice")
button_set = Button("Set slice")
button_remove = Button("Delete selected slice", "danger")

# Disable remove button until slice is selected.
button_remove.disable()

# Create Flexbox widget for buttons and place it in the Container widget with Input widgets.
buttons_flex = Flexbox(widgets=[button_add, button_set, button_remove])
container_add = Container(widgets=[input_name, input_value, buttons_flex])

# Place both Container widgets in the main Container widget. We will pass it to the app layout later.
main_container = Container(widgets=[container_chart, container_add])

Create app layout

Prepare a layout for the app using Card widget with the content parameter and place widget that we've just created in the Container widget.

# Creating Card widget, which will contain the Transfer widget and the Text widget.
card = Card(title="Pie Chart", content=main_container)

# Creating the application layout.
layout = card

Create an app using the layout

Create an app object with the layout parameter.

# Initialize the application.
app = sly.Application(layout=layout)

Using @click event

@pie_chart.click
def show_selection(datapoint: PieChart.ClickedDataPoint):
    # Datapoint is a namedtuple with fields: series_index, data_index, data
    data_name = datapoint.data["name"]
    data_value = datapoint.data["value"]
    data_index = datapoint.data_index

    # Update text widget with selected slice info.
    text.set(f"Selected slice: {data_name}, Value: {data_value}, Index: {data_index}", "info")

    # Enable remove button when slice is selected.
    button_remove.enable()

Add buttons logic: Add, Set, Remove

@button_add.click
def add_slice():
    name = input_name.get_value()
    value = input_value.get_value()
    pie_chart.add_series(names=[name], values=[value])


@button_set.click
def set_slice():
    name = input_name.get_value()
    value = input_value.get_value()
    pie_chart.set_series(names=[name], values=[value])


@button_remove.click
def remove_slice():
    datapoint: PieChart.ClickedDataPoint = pie_chart.get_clicked_datapoint()
    datapoint.data_index
    pie_chart.delete_series(datapoint.data_index)
    button_remove.disable()

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Last updated 1 year ago