Optmizing Query Performance with Clustering Keys in Snowflake

Optmizing Query Performance with Clustering Keys in Snowflake

This blog explores how Clustering Keys Data Pruning, and the Search Optimization Service (SOS) enhance query efficiency in Snowflake. It explains how clustering keys physically organize data into micro-partitions enabling faster queries by reducing unnecessary scans. Data pruning leverages metadata to skip irrelevant partitions further improving performance.

Akhil Gurrapu
Installing Oracle Database on macOS

Installing Oracle Database on macOS

Discover how to easily set up Oracle Database on your Mac using Docker containers. This step-by-step guide walks you through the installation process, from Docker setup to database configuration, and shows you how to connect using VS Code.

Akhil Gurrapu
DBT

DBT

This article explores the types of tests in dbt (data build tool), including generic tests, dbt_utils package tests, and custom tests. It provides an overview of each type of test, their purpose, and how to use them effectively to ensure data quality and integrity.

Akhil Gurrapu
dbt and Snowflake Integration

dbt and Snowflake Integration

This article explores the integration of dbt with Snowflake, a comprehensive guide to using dbt with Snowflake. It covers the main concepts of dbt, including models, materializations, sources, tests, documentation, macros, and packages. It also discusses Snowflake-specific features like zero-copy cloning, time travel, and tasks. Additionally, it covers advanced concepts like incremental models, snapshots, seeds, and custom materializations. Finally, it provides best practices for using dbt with Snowflake.

Akhil Gurrapu
Snowflake Fundamentals

Snowflake Fundamentals

An overview of Snowflake, a cloud-based data warehouse platform. This article explains Snowflake's architecture, key features, and how it differs from traditional data warehouses. Learn about its separation of storage and compute, support for structured and semi-structured data, and built-in security features.

Akhil Gurrapu
What is Snowflake?

What is Snowflake?

An overview of Snowflake, a cloud-based data warehouse platform. This article explains Snowflake's architecture, key features, and how it differs from traditional data warehouses. Learn about its separation of storage and compute, support for structured and semi-structured data, and built-in security features.

Akhil Gurrapu
SQL Interview Quick Guide: From Basics to Interview Ready

SQL Interview Quick Guide: From Basics to Interview Ready

Whether you're a beginner or looking to polish your skills, this blog post breaks down essential SQL concepts with clear explanations and practical examples of potential SQL interview questions. Prepare to your next SQL interview!

Akhil Gurrapu
Power BI Interview Ready

Power BI Interview Ready

Let's look at all the possible Power BI interview questions

Akhil Gurrapu
Using Azure Key Vault in Microsoft Fabric Notebooks

Using Azure Key Vault in Microsoft Fabric Notebooks

Learn how to securely manage secrets in Microsoft Fabric Notebooks using Azure Key Vault.

Akhil Gurrapu
Azure Data Factory: Microsoft Cloud Data Integration Tool

Azure Data Factory: Microsoft Cloud Data Integration Tool

Azure Data Factory is Microsoft's cloud-based service for orchestrating and automating data movement and transformation. It offers data integration from various sources, supports complex ETL processes, and enables efficient workflow management with monitoring tools. The article covers its core features, including different types of Integration Runtimes and their applications in real-world scenarios.

Akhil Gurrapu