import gradio as gr
from gtts import gTTS
from pydub import AudioSegment
import pandas as pd
import io

csv_files = {"A1": "OF3KA1.csv", "A2": "OF3KA2.csv", "B1": "OF3KB1.csv", "B2": "OF3KB2.csv", "C1": "OF3KC1.csv", "5K": "OF5K.csv"}

def load_data(level):
    csv_file_path = f"./{csv_files[level]}"
    data = pd.read_csv(csv_file_path)
    return data

def generate_speech(level, x, y, audio_option, pos_filter):
    data = load_data(level)
    
    x, y = int(x), int(y)
    if pos_filter != "Any":
        filtered_df = data[(data['SID'] >= x) & (data['SID'] <= y) & (data['POS'].str.lower() == pos_filter.lower())]
    else:
        filtered_df = data[(data['SID'] >= x) & (data['SID'] <= y)]

    combined_audio = AudioSegment.silent(duration=1000)

    for _, row in filtered_df.iterrows():
        if audio_option == "Audio with number":
            # Correcting the sentence structure to include both SID and the word's details properly
            sentence = f"Number {row['SID']}. {row['WORD']}! {row['WORD']} is a {row['POS']}."
        else:  # "Audio without number"
            sentence = f"{row['WORD']}!"
        
        tts = gTTS(text=sentence, lang='en')
        mp3_fp = io.BytesIO()
        tts.write_to_fp(mp3_fp)
        mp3_fp.seek(0)
        sentence_audio = AudioSegment.from_file(mp3_fp, format="mp3")
        combined_audio += sentence_audio + AudioSegment.silent(duration=1500)

    mp3_io = io.BytesIO()
    combined_audio.export(mp3_io, format='mp3')
    mp3_io.seek(0)
    return mp3_io.getvalue()


iface = gr.Interface(
    fn=generate_speech,
    inputs=[
        gr.Dropdown(label="Select Level", choices=['A1', 'A2', 'B1', 'B2', 'C1', '5K']),
        gr.Number(label="Range: Start Number (x)"),
        gr.Number(label="Range: End Number (y)"),
        gr.Radio(label="Audio Option", choices=["Audio with number", "Audio without number"]),
        gr.Dropdown(label="Select Part of Speech", choices=["Any", "Noun", "Verb", "Adjective", "Adverb"])  # Corrected line
    ],
    outputs=gr.Audio(label="Generated Speech"),
    title="Oxford Learner Vocabulary by CEFR levels: Learn with Sound",
    description="Choose a level, define the starting and ending numbers, select the audio option, and filter by Part of Speech if desired. The system will create a single audio file. After submission, you have the option to download the audio file."
)

iface.launch(share=True, debug=True)