app.py

import spaces
import gradio as gr
import os
import json
import tempfile
import requests
import subprocess
from pathlib import Path

from model import Jamify
from utils import json_to_text, text_to_json

def download_examples_data():
    """Download examples data from GitHub repository if not already present"""
    examples_dir = Path("examples")
    if examples_dir.exists():
        subprocess.run(["rm", "-rf", str(examples_dir)])
    repo_url = "https://github.com/xhhhhang/jam-examples.git"
    subprocess.run(["git", "clone", repo_url, str(examples_dir)], check=True)

print('Downloading examples data...')
download_examples_data()
# Initialize the Jamify model once
print("Initializing Jamify model...")
jamify_model = Jamify()
print("Jamify model ready.")



gr.set_static_paths(paths=[Path.cwd().absolute()])

@spaces.GPU(duration=100)
def generate_song(reference_audio, lyrics_text, style_prompt, duration):
    # We need to save the uploaded files to temporary paths to pass to the model
    reference_audio = reference_audio not in ("", None) and reference_audio or None
    
    # Convert text format to JSON and save to temporary file
    lyrics_json = text_to_json(lyrics_text)
    
    # Create temporary file for lyrics JSON
    with tempfile.NamedTemporaryFile(mode='w', suffix='.json', delete=False) as f:
        json.dump(lyrics_json, f, indent=2)
        lyrics_file = f.name

    try:
        output_path = jamify_model.predict(
            reference_audio_path=reference_audio,
            lyrics_json_path=lyrics_file,
            style_prompt=style_prompt,
            duration=duration
        )
        return output_path
    finally:
        # Clean up temporary file
        if os.path.exists(lyrics_file):
            os.unlink(lyrics_file)

# Load and cache examples
def load_examples():
    """Load examples from the examples directory and pre-compute text formats"""
    examples = []
    examples_file = "examples/input.json"
    
    if os.path.exists(examples_file):
        print("Loading and caching examples...")
        with open(examples_file, 'r') as f:
            examples_data = json.load(f)
            
        for example in examples_data:
            example_id = example.get('id', '')
            audio_path = example.get('audio_path', '')
            lrc_path = example.get('lrc_path', '')
            duration = example.get('duration', 120)
            
            # Load lyrics and convert to text format (pre-computed/cached)
            lyrics_text = ""
            if os.path.exists(lrc_path):
                try:
                    with open(lrc_path, 'r') as f:
                        lyrics_json = json.load(f)
                    lyrics_text = json_to_text(lyrics_json)
                    print(f"Cached example {example_id}: {len(lyrics_text)} chars")
                except Exception as e:
                    print(f"Error loading lyrics from {lrc_path}: {e}")
            
            examples.append({
                'id': example_id,
                'audio_path': audio_path if os.path.exists(audio_path) else None,
                'lyrics_text': lyrics_text,
                'duration': duration
            })
    
    print(f"Loaded {len(examples)} cached examples")
    return examples

def load_example(example_idx, examples):
    """Load a specific example and return its data"""
    if 0 <= example_idx < len(examples):
        example = examples[example_idx]
        return (
            example['audio_path'],
            example['lyrics_text'],
            example['duration']
        )
    return None, "", 120

def clear_form():
    """Clear all form inputs to allow user to create their own song"""
    return None, "", 120  # audio, lyrics, duration

def update_button_styles(selected_idx, total_examples):
    """Update button styles to highlight the selected example"""
    updates = []
    for i in range(total_examples):
        if i == selected_idx:
            updates.append(gr.update(variant="primary"))
        else:
            updates.append(gr.update(variant="secondary"))
    
    # Update "Make Your Own" button
    if selected_idx == -1:
        make_your_own_update = gr.update(variant="primary")
    else:
        make_your_own_update = gr.update(variant="secondary")
    
    return updates + [make_your_own_update]

# Load examples at startup
examples = load_examples()

# Get default values from first example
default_audio = examples[0]['audio_path'] if examples else None
default_lyrics = examples[0]['lyrics_text'] if examples else ""
default_duration = examples[0]['duration'] if examples else 120

# Gradio interface
with gr.Blocks() as demo:
    gr.Markdown("# Jamify: Music Generation from Lyrics and Style")
    gr.Markdown("Provide your lyrics, a style reference (either an audio file or a text prompt), and a desired duration to generate a song.")
    
    # State to track selected example (-1 means "Make Your Own" is selected, 0 is first example)
    selected_example = gr.State(0 if examples else -1)
    
    # Sample buttons section
    if examples:
        gr.Markdown("### Sample Examples")
        with gr.Row():
            example_buttons = []
            for i, example in enumerate(examples):
                # Use consistent button width and truncate long IDs if needed
                button_text = example['id'][:12] + "..." if len(example['id']) > 15 else example['id']
                # First button starts as primary (selected), others as secondary
                initial_variant = "primary" if i == 0 else "secondary"
                button = gr.Button(
                    button_text, 
                    variant=initial_variant, 
                    size="sm",
                    scale=1,  # Equal width for all buttons
                    min_width=80  # Minimum consistent width
                )
                example_buttons.append(button)
            
            # Add "Make Your Own" button with same sizing (starts as secondary since first example is selected)
            make_your_own_button = gr.Button(
                "🎵 Make Your Own", 
                variant="secondary", 
                size="sm",
                scale=1,
                min_width=80
            )
    
    with gr.Row():
        with gr.Column():
            gr.Markdown("### Inputs")
            lyrics_text = gr.Textbox(
                label="Lyrics", 
                lines=10, 
                placeholder="Enter lyrics with timestamps: word[start_time:end_time] word[start_time:end_time]...\n\nExample: Hello[0.0:1.2] world[1.5:2.8] this[3.0:3.8] is[4.2:4.6] my[5.0:5.8] song[6.2:7.0]\n\nFormat: Each word followed by [start_seconds:end_seconds] in brackets\nTimestamps should be in seconds with up to 2 decimal places",
                value=default_lyrics
            )
            duration_slider = gr.Slider(minimum=120, maximum=230, value=default_duration, step=1, label="Duration (seconds)")
            
            with gr.Tab("Style from Audio"):
                reference_audio = gr.File(label="Reference Audio (.mp3, .wav)", type="filepath", value=default_audio)
            with gr.Tab("Style from Text"):
                style_prompt = gr.Textbox(label="Style Prompt", lines=3, placeholder="e.g., A high-energy electronic dance track with a strong bassline and euphoric synths.")
            
            generate_button = gr.Button("Generate Song", variant="primary")
            
        with gr.Column():
            gr.Markdown("### Output")
            output_audio = gr.Audio(label="Generated Song")

    generate_button.click(
        fn=generate_song,
        inputs=[reference_audio, lyrics_text, style_prompt, duration_slider],
        outputs=output_audio,
        api_name="generate_song"
    )
    
    # Connect example buttons to load data and update selection
    if examples:
        def load_example_and_update_selection(idx):
            """Load example data and update button selection state"""
            audio, lyrics, duration = load_example(idx, examples)
            button_updates = update_button_styles(idx, len(examples))
            return [audio, lyrics, duration, idx] + button_updates
        
        def clear_form_and_update_selection():
            """Clear form and update button selection state"""
            audio, lyrics, duration = clear_form()
            button_updates = update_button_styles(-1, len(examples))
            return [audio, lyrics, duration, -1] + button_updates
        
        for i, button in enumerate(example_buttons):
            button.click(
                fn=lambda idx=i: load_example_and_update_selection(idx),
                outputs=[reference_audio, lyrics_text, duration_slider, selected_example] + example_buttons + [make_your_own_button]
            )
        
        # Connect "Make Your Own" button to clear form and update selection
        make_your_own_button.click(
            fn=clear_form_and_update_selection,
            outputs=[reference_audio, lyrics_text, duration_slider, selected_example] + example_buttons + [make_your_own_button]
        )

# Create necessary temporary directories for Gradio
print("Creating temporary directories...")
try:
    os.makedirs("/tmp/gradio", exist_ok=True)
    print("Temporary directories created successfully.")
except Exception as e:
    print(f"Warning: Could not create temporary directories: {e}")

demo.queue().launch(share=True)