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Update app.py
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app.py
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@@ -3,10 +3,8 @@ import requests
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import pandas as pd
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import time
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import shutil
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import numpy as np
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import os
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from tempfile import NamedTemporaryFile
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from openpyxl import Workbook
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# Spotify API credentials from environment variables
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client_ids = os.getenv("SPOTIFY_CLIENT_IDS")
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@@ -73,7 +71,7 @@ def get_audio_features(token, track_ids):
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def get_tracks_and_features(token, url):
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headers = {'Authorization': f'Bearer {token}'}
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track_ids =
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if "track" in url:
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track_id = url.split("/")[-1].split("?")[0]
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@@ -83,7 +81,7 @@ def get_tracks_and_features(token, url):
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tracks_url = f'https://api.spotify.com/v1/playlists/{playlist_id}/tracks'
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response = make_request_with_retry(tracks_url, headers)
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if response:
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track_ids = [item['track']['id'] for item in response.json().get('items', []) if item
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if not track_ids:
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return None, None
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@@ -141,13 +139,28 @@ def get_track_information(token, track_ids):
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# Main Interface Function
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def interface(project_name, spotify_url, num_similar_songs=10):
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token_spotify = get_token(client_ids[current_api_index], client_secrets[current_api_index])
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track_ids, audio_features = get_tracks_and_features(token_spotify, spotify_url)
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if not track_ids or not audio_features:
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similar_tracks_info = find_similar_tracks(token_spotify, audio_features, num_similar_songs)
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# Create DataFrame
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df = pd.DataFrame(similar_tracks_info)
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@@ -156,7 +169,7 @@ def interface(project_name, spotify_url, num_similar_songs=10):
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df.to_excel(tmpfile.name, index=False)
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# Rename the file with the project name
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project_file_name = f"{project_name}.xlsx"
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shutil.move(tmpfile.name, project_file_name)
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return df, project_file_name # Returns the DataFrame and the link to the Excel file
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@@ -165,12 +178,22 @@ def interface(project_name, spotify_url, num_similar_songs=10):
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iface = gr.Interface(
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fn=interface,
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inputs=[
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gr.Textbox(label="Project Name"),
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gr.Textbox(label="Spotify URL (Track or Playlist)"),
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gr.
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],
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outputs=[gr.Dataframe(), gr.File(label="Download Excel")],
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title="Spotify Similar Track Finder",
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description="Enter a Spotify URL to find similar songs based on their features."
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)
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import pandas as pd
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import time
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import shutil
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import os
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from tempfile import NamedTemporaryFile
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# Spotify API credentials from environment variables
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client_ids = os.getenv("SPOTIFY_CLIENT_IDS")
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def get_tracks_and_features(token, url):
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headers = {'Authorization': f'Bearer {token}'}
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track_ids = []
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if "track" in url:
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track_id = url.split("/")[-1].split("?")[0]
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tracks_url = f'https://api.spotify.com/v1/playlists/{playlist_id}/tracks'
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response = make_request_with_retry(tracks_url, headers)
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if response:
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track_ids = [item['track']['id'] for item in response.json().get('items', []) if item.get('track')]
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if not track_ids:
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return None, None
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# Main Interface Function
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def interface(project_name, spotify_url, num_similar_songs=10):
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# Input validation
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if not spotify_url or not ("spotify.com" in spotify_url and ("track" in spotify_url or "playlist" in spotify_url)):
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error_message = "Invalid URL format. Please enter a valid Spotify track or playlist URL."
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# Return empty DataFrame with error message and None for file
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return gr.Dataframe(value=pd.DataFrame({"Error": [error_message]})), None
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token_spotify = get_token(client_ids[current_api_index], client_secrets[current_api_index])
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if not token_spotify:
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error_message = "Failed to authenticate with Spotify API. Please try again later."
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return gr.Dataframe(value=pd.DataFrame({"Error": [error_message]})), None
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track_ids, audio_features = get_tracks_and_features(token_spotify, spotify_url)
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if not track_ids or not audio_features:
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error_message = "No valid tracks found for the provided URL."
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return gr.Dataframe(value=pd.DataFrame({"Error": [error_message]})), None
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similar_tracks_info = find_similar_tracks(token_spotify, audio_features, num_similar_songs)
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if not similar_tracks_info:
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error_message = "Could not find similar tracks. Please try with a different track or playlist."
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return gr.Dataframe(value=pd.DataFrame({"Error": [error_message]})), None
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# Create DataFrame
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df = pd.DataFrame(similar_tracks_info)
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df.to_excel(tmpfile.name, index=False)
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# Rename the file with the project name
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project_file_name = f"{project_name if project_name else 'spotify_similar_tracks'}.xlsx"
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shutil.move(tmpfile.name, project_file_name)
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return df, project_file_name # Returns the DataFrame and the link to the Excel file
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iface = gr.Interface(
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fn=interface,
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inputs=[
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gr.Textbox(label="Project Name", placeholder="Enter a name for your project"),
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gr.Textbox(label="Spotify URL (Track or Playlist)", placeholder="https://open.spotify.com/track/... or https://open.spotify.com/playlist/..."),
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gr.Slider(label="Number of Similar Songs", minimum=1, maximum=100, value=10, step=1)
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],
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outputs=[
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gr.Dataframe(),
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gr.File(label="Download Excel")
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],
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title="Spotify Similar Track Finder",
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description="Enter a Spotify URL to find similar songs based on their audio features.",
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examples=[
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["Pop Hits", "https://open.spotify.com/track/1mWdTewIgB3gtBM3TOSFhB", 10],
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["Rock Classics", "https://open.spotify.com/playlist/37i9dQZF1DWXRqgorJj26U", 15]
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],
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allow_flagging="never"
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)
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if __name__ == "__main__":
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iface.launch()
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