Spotify Builds External Index to Enable Low Latency Point Queries on Its Data Lake

Spotify has developed an external indexing system that allows for fast, targeted data retrieval directly from its Apache Parquet data lakes. This architecture maps specific keys to exact file locations, enabling the company to run low-latency point queries without the cost and complexity of duplicating massive datasets into separate operational databases.