APIlytics is a Spark DataSource V2 catalog plugin that reads OpenAPI 3.x specifications and exposes API endpoints as Spark tables. Filters and limits are pushed down to query parameters, pagination is handled automatically, and responses are converted to Arrow columnar format for efficient processing.