Data Model Engine

A Data Model Engine is a system or framework that can model data. It is typically used in a Semantic Layer or as a layer between data and Data Visualization. Enable efficient querying, transformation, and analysis, often abstracting heterogeneous data sources and optimizing query execution for performance.

• Tesseract by Cube
• Trino
• below?
  • DuckDB
  • Polars
  • Facebook Velox
  • DataBend
• And SQL Query Engine (trino, etc.)
• Query Engines (Trino, Photon, etc.)
  • Vectorized Engine.
  • SQL Query Engine
• Modern OLAP Systems?

• Cluster-computing frameworks
• DataFusion
• Apache Flink: Stream-processing framework capable of batch execution.
• Apache Beam: Unified batch and stream processing, designed to run on various distributed processing engines (e.g., Flink, Spark).
• Apache Calcite: Dynamic data management framework, focusing on relational query parsing and optimization.

Related are the Data Modeling Languages (LookML, MAQL, etc.) and Query Planners.

Origin: Tesseract
References: MVC (Model View Controller)
Created 2024-10-17