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Apache Calcite

9 articles · Page 1 of 1
LuTiao Programming
LuTiao Programming
Jan 10, 2026 · Backend Development

How Spring Boot 3 + Apache Calcite Eliminates Cross‑Database Chaos with a Unified Query Layer

This article explains why multi‑source data fragmentation hurts service code, introduces Apache Calcite as a query‑abstraction layer that decouples data location from query logic, and provides step‑by‑step Spring Boot 3 integration, practical code samples, common pitfalls, performance tips, and real‑world scenarios.

Apache CalciteMongoDBMulti-DataSource
0 likes · 11 min read
How Spring Boot 3 + Apache Calcite Eliminates Cross‑Database Chaos with a Unified Query Layer
ByteDance Data Platform
ByteDance Data Platform
Sep 18, 2024 · Big Data

Apache Calcite for Multi‑Engine Metric Management: Practices & Roadmap

This article explains the technical principles and best practices of multi‑engine metric management based on Apache Calcite, covering common metric management methods, implementation details of unified SQL, virtual columns, and SQL defined functions, and outlines ByteDance’s future roadmap for extending these capabilities.

Apache CalciteBig DataSQL Defined Function
0 likes · 16 min read
Apache Calcite for Multi‑Engine Metric Management: Practices & Roadmap
DataFunSummit
DataFunSummit
May 10, 2023 · Big Data

Field-Level Data Lineage Extraction for FlinkSQL Using Apache Calcite

This article explains how to derive field‑level data lineage for FlinkSQL by leveraging Apache Calcite, covering the Calcite framework, FlinkSQL execution stages, the three‑step parsing approach, core source code details, practical Insert/Join examples, and extensions for lookup joins and UDTFs.

Apache CalciteFlinkSQLRelNode
0 likes · 12 min read
Field-Level Data Lineage Extraction for FlinkSQL Using Apache Calcite
Big Data Technology & Architecture
Big Data Technology & Architecture
Sep 22, 2022 · Databases

Apache Calcite Overview: Architecture, SQL Processing Flow, and Practical Example

This article introduces Apache Calcite as a modular data‑management framework, explains its architecture and SQL processing pipeline—from parsing and validation to relational‑algebra conversion, optimization, and execution—and demonstrates a complete CSV‑based query example with code snippets.

Apache CalciteJavaQuery Optimization
0 likes · 13 min read
Apache Calcite Overview: Architecture, SQL Processing Flow, and Practical Example
360 Tech Engineering
360 Tech Engineering
Aug 27, 2019 · Databases

Quicksql: A Unified Cross‑Data‑Source SQL Query Engine

Quicksql is an open‑source, cross‑data‑source SQL engine built on Apache Calcite that provides a unified, safe, and fast SQL interface, enabling users to query heterogeneous storage systems such as Hive, MySQL, Elasticsearch, and Druid through command‑line, API, or JDBC connections.

Apache CalciteData IntegrationOpen-source
0 likes · 6 min read
Quicksql: A Unified Cross‑Data‑Source SQL Query Engine