app.py

# -*- coding: utf-8 -*-


import numpy as np
import gradio
import os
import pandas as pd
from datasets import load_dataset


import plotly.express as px
Secret_token = os.getenv('token')
dataset = load_dataset("FDSRashid/taraf_by_year", token = Secret_token,split="train")
taraf_s = dataset.to_pandas()


taraf_s = taraf_s.sort_values(['City', 'Year'], ascending=True)

cities = taraf_s['City'].unique().tolist()
min_year = int(taraf_s['Year'].min())
max_year = int(taraf_s['Year'].max())



def plot_timeline(yaxis, citi = ['المدينه', 'بغداد', 'كوفة', 'بصرة'], min_year = 0, max_year = 400):
    if min_year >= max_year:
        raise gr.error('Min Year Cannot be Bigger than Max Year!')
    filtered = taraf_s[taraf_s['City'].isin(citi) & (taraf_s['Year'] >= min_year) & (taraf_s['Year'] <= max_year)]
    fig = px.line(data_frame = filtered, x = 'Year', y = yaxis, title = "Tarafs per Year", color = 'City' )
    fig.update_layout(title_font_color = 'red', title_x = .5)
    return fig

app = gradio.Interface(plot_timeline,
             [gradio.Dropdown(choices = ['Taraf', 'Hadith', 'Isnad', 'Ranking'], value = 'Taraf', label = 'Y Axis'), gradio.Dropdown(choices = cities, value = ['المدينه', 'بغداد', 'كوفة', 'بصرة'], multiselect=True),
                        gradio.Slider(min_year, max_year, value = 0, label = 'Begining', info = 'Choose the first year to display Tarafs'),
                        gradio.Slider(min_year, max_year, value = 400, label = 'End', info = 'Choose the last year to display Tarafs')

                        ],
                       gradio.Plot()).launch()