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pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

Open Source & Self-hosted Spotify release tracker. Auto-syncs new releases to playlists and includes power-user utilities like a discography generator and ghost track cleaner.