djentify / app.py
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import gradio as gr
import requests
from pydub import AudioSegment
import shazamio
import os
import time
import tempfile
from pathlib import Path
import sys
# Replace with your actual client ID and client secret
client_id = os.environ.get('SOUNDCLOUD_CLIENT_ID')
client_secret = os.environ.get('SOUNDCLOUD_CLIENT_SECRET')
token = os.environ.get('TOKEN')
def get_soundcloud_access_token(client_id, client_secret):
try:
auth_string = f'{client_id}:{client_secret}'
auth_headers = {
'Authorization': 'Basic ' + base64.b64encode(auth_string.encode()).decode()
}
data = {
'grant_type': 'client_credentials'
}
response = requests.post('https://api.soundcloud.com/oauth2/token', headers=auth_headers, data=data)
if response.status_code == 200:
token_data = response.json()
return token_data['access_token']
else:
raise Exception(f"Failed to obtain access token: {response.text}")
except Exception as e:
return f"Error obtaining access token: {str(e)}"
def download_audio(streaming_url, output_path, headers):
try:
response = requests.get(streaming_url, headers=headers, stream=True)
with open(output_path, 'wb') as f:
for chunk in response.iter_content(chunk_size=8192):
f.write(chunk)
except Exception as e:
raise Exception(f"Error downloading audio: {str(e)}")
async def identify_track(shazam, audio_chunk, temp_dir):
try:
temp_file = os.path.join(temp_dir, 'temp_chunk.wav')
audio_chunk.export(temp_file, format='wav')
result = await shazam.recognize_file(temp_file)
if result and 'track' in result:
track_data = result['track']
return {
'title': track_data['title'],
'subtitle': track_data['subtitle']
}
else:
return None
except Exception as e:
return f"Error identifying track: {str(e)}"
async def process_dj_set(track_url, progress=gr.Progress()):
temp_dir = tempfile.mkdtemp()
output_path = os.path.join(temp_dir, 'track.wav')
tracklist_path = os.path.join(temp_dir, 'tracklist.txt')
status_messages = []
# Get access token
access_token = get_soundcloud_access_token(client_id, client_secret)
if isinstance(access_token, str) and access_token.startswith("Error"):
return "", "", access_token
headers = {
'Authorization': f'Bearer {access_token}'
}
# Resolve track URL
try:
resolve_response = requests.get(f'https://api.soundcloud.com/resolve.json?url={track_url}', headers=headers)
if resolve_response.status_code != 200:
return "", "", f"Failed to resolve track URL: {resolve_response.text}"
track_data = resolve_response.json()
streaming_url = track_data['stream_url']
status_messages.append("Track URL resolved successfully.")
except Exception as e:
return "", "", f"Error resolving track URL: {str(e)}"
# Download audio
try:
download_audio(streaming_url, output_path, headers)
status_messages.append("Audio downloaded successfully.")
except Exception as e:
return "", "", f"Error downloading audio: {str(e)}"
# Load audio
try:
audio = AudioSegment.from_wav(output_path)
status_messages.append("Audio loaded successfully.")
except Exception as e:
return "", "", f"Error loading audio: {str(e)}"
# Split audio into chunks
chunk_duration = 30000 # 30 seconds
overlap = 10000 # 10 seconds
chunks = []
start = 0
while start + chunk_duration < len(audio):
end = start + chunk_duration
chunk = audio[start:end]
chunks.append((start, chunk))
start += chunk_duration - overlap
# Initialize Shazam
shazam = shazamio.Shazam()
# Identify tracks
tracklist = []
for start_time, chunk in chunks:
progress(0.1)
track_info = await identify_track(shazam, chunk, temp_dir)
if isinstance(track_info, dict):
timestamp = time.strftime("%M:%S", time.gmtime(start_time / 1000))
tracklist.append(f"{timestamp} - {track_info['title']} by {track_info['subtitle']}")
elif isinstance(track_info, str):
status_messages.append(track_info)
# Prepare tracklist output
tracklist_output = "\n".join(tracklist)
with open(tracklist_path, 'w') as f:
f.write(tracklist_output)
# Prepare status message
status_message = "\n".join(status_messages)
if not tracklist:
status_message += "\nNo tracks identified."
return tracklist_output, tracklist_path, status_message
css = """
#col-container {
margin: 0 auto;
max-width: 640px;
}
"""
with gr.Blocks(css=css) as demo:
with gr.Column(elem_id="col-container"):
gr.Markdown("# SoundCloud DJ Set Track Identifier")
status_text = gr.Markdown(elem_id="status_text")
with gr.Row():
track_url = gr.Text(
label="SoundCloud DJ Set URL",
show_label=False,
max_lines=1,
placeholder="Enter SoundCloud DJ set URL",
container=False,
)
run_button = gr.Button("Process", scale=0, variant="primary")
result = gr.Textbox(label="Tracklist", show_label=False)
with gr.Accordion("Download Tracklist", open=False):
download_button = gr.File(label="Download")
gr.Examples(examples=["https://soundcloud.com/your-track-url"], inputs=[track_url])
run_button.click(process_dj_set, inputs=track_url, outputs=[result, download_button, status_text])
if __name__ == "__main__":
demo.launch()