Introduction Every new release includes new features, enhancements, and numerous bug fixes, and the ChistaDATA team always stays on top of the latest releases. On December 06, 2023, ClickHouse version 23.11 was released, and this […]
Introduction In the realm of database management, particularly with ClickHouse, query optimization is a critical aspect of ensuring efficient data processing and retrieval. Among the various queries, HASH GROUP BY and ORDER BY stand out […]
Introduction In ClickHouse, like many database systems, performance troubleshooting and query optimization often involve understanding various metrics, including estimated I/O (Input/Output) costs and estimated CPU (Central Processing Unit) costs. These metrics are crucial for identifying […]
Implementing a case-sensitive search in ClickHouse, a column-oriented database management system, can be achieved by using the UPPER or LOWER functions. These functions convert text data to either uppercase or lowercase, respectively, allowing for a consistent comparison. […]
Introduction Understanding the internals of ClickHouse reveals why it’s renowned for its exceptional performance, especially in the realm of online analytical processing (OLAP). ClickHouse is a column-oriented database management system (DBMS) that employs a suite […]
Optimizing ClickHouse for high-velocity and high-volume data loading involves several server configuration and tuning techniques. […]
If a ClickHouse index is not being utilized for existing data, leading to full table scans even after creating the index, several factors could be at play. […]
Introduction ClickHouse supports several storage engines, each optimized for different use cases. Understanding the characteristics of each engine can help you choose the right one for your specific needs, thereby improving performance. ClickHouse MergeTree Engine […]
Introduction Configuring max_insert_threads and max_bytes_before_external_group_by in ClickHouse requires an understanding of your server’s hardware capabilities and your specific workload requirements. These settings play a crucial role in how ClickHouse manages memory and parallelism, especially during insert operations and GROUP […]
By understanding ClickHouse’s caching behaviors and leveraging its internal caching mechanisms effectively, you can optimize performance and avoid potential conflicts with external caching solutions. […]
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