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utils.py
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377 lines (313 loc) · 15.6 KB
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import json
import csv
import os
from datetime import datetime
from typing import List, Dict, Any, Optional
class PlaylistUtils:
"""Utility class for advanced playlist operations"""
@staticmethod
def batch_convert_playlists(source_client, source_playlists, target_clients):
"""Convert multiple playlists at once"""
results = []
for playlist_info in source_playlists:
try:
tracks = source_client.get_playlist_tracks(playlist_info['id'])
playlist_name = f"{playlist_info['name']} (Converted)"
for target_client, target_type in target_clients.items():
playlist_id = target_client.create_playlist(playlist_name)
added_count = target_client.add_tracks(playlist_id, tracks)
results.append({
"source_playlist": playlist_info['name'],
"target_platform": target_type,
"playlist_id": playlist_id,
"tracks_added": added_count,
"status": "success"
})
except Exception as e:
results.append({
"source_playlist": playlist_info['name'],
"target_platform": "all",
"error": str(e),
"status": "failed"
})
return results
@staticmethod
def analyze_multiple_playlists(clients, playlist_data):
"""Analyze multiple playlists across platforms"""
analysis_results = {}
for platform, playlists in playlist_data.items():
analysis_results[platform] = []
client = clients[platform]
for playlist_info in playlists:
try:
if platform == "Spotify":
stats = client.analyze_playlist(playlist_info['url'])
else:
stats = client.analyze_playlist(playlist_info['id'])
if stats:
analysis_results[platform].append({
"playlist_name": playlist_info['name'],
"stats": stats
})
except Exception as e:
analysis_results[platform].append({
"playlist_name": playlist_info['name'],
"error": str(e)
})
return analysis_results
@staticmethod
def create_smart_playlist(clients, criteria, target_platform, playlist_name):
"""Create a playlist based on smart criteria"""
all_tracks = []
# Collect tracks from all platforms based on criteria
for platform, client in clients.items():
try:
if criteria.get('search_query'):
tracks = client.search_tracks(criteria['search_query'], criteria.get('limit', 20))
all_tracks.extend(tracks)
if criteria.get('playlist_id'):
tracks = client.get_playlist_tracks(criteria['playlist_id'])
all_tracks.extend(tracks)
except Exception as e:
print(f"Error collecting tracks from {platform}: {e}")
# Apply filters
filtered_tracks = PlaylistUtils._apply_track_filters(all_tracks, criteria.get('filters', {}))
# Create playlist on target platform
target_client = clients[target_platform]
playlist_id = target_client.create_playlist(playlist_name)
added_count = target_client.add_tracks(playlist_id, filtered_tracks)
return {
"playlist_id": playlist_id,
"name": playlist_name,
"tracks_added": added_count,
"total_tracks": len(filtered_tracks)
}
@staticmethod
def _apply_track_filters(tracks, filters):
"""Apply filters to track list"""
filtered_tracks = tracks
if filters.get('min_popularity'):
filtered_tracks = [t for t in filtered_tracks if t.get('popularity', 0) >= filters['min_popularity']]
if filters.get('max_duration_ms'):
filtered_tracks = [t for t in filtered_tracks if t.get('duration_ms', 0) <= filters['max_duration_ms']]
if filters.get('exclude_artists'):
excluded = set(filters['exclude_artists'])
filtered_tracks = [t for t in filtered_tracks if t.get('artist', '') not in excluded]
if filters.get('include_artists'):
included = set(filters['include_artists'])
filtered_tracks = [t for t in filtered_tracks if t.get('artist', '') in included]
return filtered_tracks
@staticmethod
def generate_playlist_report(analysis_results, output_format='json'):
"""Generate a comprehensive report from playlist analysis"""
report = {
"generated_at": datetime.now().isoformat(),
"summary": {
"total_playlists": sum(len(playlists) for playlists in analysis_results.values()),
"platforms_analyzed": list(analysis_results.keys())
},
"platform_details": {},
"cross_platform_insights": {}
}
# Platform-specific details
for platform, playlists in analysis_results.items():
total_tracks = 0
total_duration = 0
all_artists = []
for playlist in playlists:
if 'stats' in playlist:
stats = playlist['stats']
total_tracks += stats.get('total_tracks', 0)
total_duration += stats.get('duration_ms', 0)
all_artists.extend([artist[0] for artist in stats.get('top_artists', [])])
report["platform_details"][platform] = {
"total_playlists": len(playlists),
"total_tracks": total_tracks,
"total_duration_ms": total_duration,
"top_artists": PlaylistUtils._get_top_items(all_artists, 10)
}
# Cross-platform insights
all_platform_artists = []
for platform_data in report["platform_details"].values():
all_platform_artists.extend(platform_data["top_artists"])
report["cross_platform_insights"] = {
"overall_top_artists": PlaylistUtils._get_top_items(all_platform_artists, 15),
"total_unique_tracks": sum(pd["total_tracks"] for pd in report["platform_details"].values())
}
# Save report
if output_format == 'json':
filename = f"playlist_report_{datetime.now().strftime('%Y%m%d_%H%M%S')}.json"
with open(filename, 'w') as f:
json.dump(report, f, indent=2)
elif output_format == 'csv':
filename = f"playlist_report_{datetime.now().strftime('%Y%m%d_%H%M%S')}.csv"
with open(filename, 'w', newline='', encoding='utf-8') as f:
writer = csv.writer(f)
writer.writerow(['Platform', 'Playlists', 'Total Tracks', 'Top Artist'])
for platform, data in report["platform_details"].items():
writer.writerow([
platform,
data["total_playlists"],
data["total_tracks"],
data["top_artists"][0] if data["top_artists"] else "N/A"
])
return filename
@staticmethod
def _get_top_items(items, top_n):
"""Get top N items by frequency"""
item_counts = {}
for item in items:
item_counts[item] = item_counts.get(item, 0) + 1
return sorted(item_counts.items(), key=lambda x: x[1], reverse=True)[:top_n]
@staticmethod
def sync_playlists_across_platforms(clients, sync_config):
"""Sync playlists across multiple platforms"""
results = []
for sync_rule in sync_config:
try:
source_platform = sync_rule['source_platform']
target_platforms = sync_rule['target_platforms']
playlist_id = sync_rule['playlist_id']
source_client = clients[source_platform]
tracks = source_client.get_playlist_tracks(playlist_id)
for target_platform in target_platforms:
target_client = clients[target_platform]
playlist_name = f"{sync_rule.get('name', 'Synced Playlist')} ({target_platform})"
playlist_id = target_client.create_playlist(playlist_name)
added_count = target_client.add_tracks(playlist_id, tracks)
results.append({
"source_platform": source_platform,
"target_platform": target_platform,
"playlist_name": playlist_name,
"tracks_added": added_count,
"status": "success"
})
except Exception as e:
results.append({
"source_platform": sync_rule.get('source_platform', 'Unknown'),
"error": str(e),
"status": "failed"
})
return results
@staticmethod
def create_playlist_from_recommendations(clients, seed_playlist_info, target_platform, playlist_name, limit=20):
"""Create a playlist from recommendations based on a seed playlist"""
try:
source_platform = seed_playlist_info['platform']
source_client = clients[source_platform]
# Get recommendations
if source_platform == "Spotify":
recommendations = source_client.get_recommendations(
seed_tracks=[seed_playlist_info['id']], limit=limit
)
else:
recommendations = source_client.get_playlist_recommendations(
seed_playlist_info['id'], limit
)
if not recommendations:
return None
# Create playlist on target platform
target_client = clients[target_platform]
playlist_id = target_client.create_playlist(playlist_name)
added_count = target_client.add_tracks(playlist_id, recommendations)
return {
"playlist_id": playlist_id,
"name": playlist_name,
"tracks_added": added_count,
"source_playlist": seed_playlist_info['name']
}
except Exception as e:
print(f"Error creating playlist from recommendations: {e}")
return None
@staticmethod
def export_playlist_collection(clients, playlist_collection, format='json'):
"""Export a collection of playlists from multiple platforms"""
collection_data = {
"export_date": datetime.now().isoformat(),
"collection_name": playlist_collection.get('name', 'Playlist Collection'),
"platforms": {}
}
for platform, playlists in playlist_collection['playlists'].items():
collection_data["platforms"][platform] = []
client = clients[platform]
for playlist_info in playlists:
try:
if platform == "Spotify":
tracks = client.get_playlist_tracks(playlist_info['url'])
else:
tracks = client.get_playlist_tracks(playlist_info['id'])
collection_data["platforms"][platform].append({
"name": playlist_info['name'],
"id": playlist_info.get('id', playlist_info.get('url', '')),
"tracks": tracks
})
except Exception as e:
collection_data["platforms"][platform].append({
"name": playlist_info['name'],
"error": str(e)
})
# Save collection
if format == 'json':
filename = f"playlist_collection_{datetime.now().strftime('%Y%m%d_%H%M%S')}.json"
with open(filename, 'w') as f:
json.dump(collection_data, f, indent=2)
elif format == 'zip':
# Could implement ZIP export with multiple files
filename = f"playlist_collection_{datetime.now().strftime('%Y%m%d_%H%M%S')}.json"
with open(filename, 'w') as f:
json.dump(collection_data, f, indent=2)
return filename
@staticmethod
def compare_playlist_audio_features(clients, playlist_data):
"""Compare audio features across playlists"""
comparison_results = {}
for platform, playlists in playlist_data.items():
comparison_results[platform] = []
client = clients[platform]
for playlist_info in playlists:
try:
if platform == "Spotify":
stats = client.analyze_playlist(playlist_info['url'])
else:
stats = client.analyze_playlist(playlist_info['id'])
if stats:
audio_features = {
"playlist_name": playlist_info['name'],
"avg_tempo": stats.get('avg_tempo', 0),
"avg_energy": stats.get('avg_energy', 0),
"avg_danceability": stats.get('avg_danceability', 0),
"avg_valence": stats.get('avg_valence', 0),
"total_duration_ms": stats.get('duration_ms', 0)
}
comparison_results[platform].append(audio_features)
except Exception as e:
comparison_results[platform].append({
"playlist_name": playlist_info['name'],
"error": str(e)
})
return comparison_results
@staticmethod
def create_playlist_from_audio_criteria(clients, criteria, target_platform, playlist_name):
"""Create a playlist based on audio feature criteria"""
all_tracks = []
# This would require getting audio features for tracks
# For now, this is a placeholder implementation
for platform, client in clients.items():
try:
if criteria.get('search_query'):
tracks = client.search_tracks(criteria['search_query'], criteria.get('limit', 50))
all_tracks.extend(tracks)
except Exception as e:
print(f"Error searching tracks on {platform}: {e}")
# Filter by audio criteria (placeholder)
filtered_tracks = all_tracks[:criteria.get('limit', 20)]
# Create playlist
target_client = clients[target_platform]
playlist_id = target_client.create_playlist(playlist_name)
added_count = target_client.add_tracks(playlist_id, filtered_tracks)
return {
"playlist_id": playlist_id,
"name": playlist_name,
"tracks_added": added_count,
"criteria_used": criteria
}