excitement_page="""
# Welcome to Taipy
## Getting started with Taipy GUI
### How excited are you to try Taipy?

<|{excitement}|slider|min=1|max=100|>

My excitement level: <|{excitement}|text|>
"""
excitement=100

Gui(page=my_page).run()

def filter_genre(initial_dataset: pd.DataFrame, selected_genre):
    filtered_dataset = initial_dataset[initial_dataset['genres'].str.contains(selected_genre)]
    filtered_data = filtered_dataset.nlargest(7, 'Popularity %')
    return filtered_data

import taipy as tp
import pandas as pd
from taipy import Config, Scope, Gui

# TAIPY Core

# Filtering function - task
def filter_genre(initial_dataset: pd.DataFrame, selected_genre):
    filtered_dataset = initial_dataset[initial_dataset['genres'].str.contains(selected_genre)]
    filtered_data = filtered_dataset.nlargest(7, 'Popularity %')
    return filtered_data

# Load the configuration made with Taipy Studio
Config.load('config.toml')
scenario_cfg = Config.scenarios['scenario']

# Start Taipy Core service
tp.Core().run()

# Create a scenario
scenario = tp.create_scenario(scenario_cfg)


# TAIPY GUI
# Let's add Taipy GUI to our Taipy Core for a full application

# Callback definition - submits scenario with genre selection
def on_genre_selected(state):
    scenario.selected_genre_node.write(state.selected_genre)
    tp.submit(scenario)
    state.df = scenario.filtered_data.read()  

# Get list of genres
genres = [
    'Action', 'Adventure', 'Animation', 'Children', 'Comedy', 'Fantasy', 'IMAX'
    'Romance','Sci-FI', 'Western', 'Crime', 'Mystery', 'Drama', 'Horror', 'Thriller', 'Film-Noir','War', 'Musical', 'Documentary'
    ]

# Initialization of variables
df = pd.DataFrame(columns=['Title', 'Popularity %'])
selected_genre = None

# User interface definition
my_page = """
# Film recommendation

## Choose your favorite genre
<|{selected_genre}|selector|lov={genres}|on_change=on_genre_selected|dropdown|>

## Here are the top seven picks by popularity
<|{df}|chart|x=Title|y=Popularity %|type=bar|title=Film Popularity|>
"""

Gui(page=my_page).run()