sql engineering
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Databricks Unity Catalog: Trace Downstream Impact before Replacing a Governed Consumer View

Databricks Unity Catalog Tutorial: Trace Downstream Impact Databricks Unity Catalog Tutorial: Trace Downstream Impact before Replacing a Governed Consumer View using Databricks SQL This tutorial demonstrates how to trace the downstream impact before replacing a governed consumer view within Databricks Unity Catalog using Databricks SQL. It emphasizes the importance of understanding the dependencies before making…
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Databricks Governance: Investigate Why Analysts Lost Access after a Production Deployment

Databricks Governance Tutorial: Access Loss Investigation Databricks Governance Tutorial: Investigate Why Analysts Lost Access after a Production Deployment using Databricks SQL This tutorial guides you through investigating why analysts lost access to a Databricks SQL endpoint following a production deployment. We’ll examine the key steps involved in tracking down the issue, focusing on user access…
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Databricks SQL: Filter Sort and Limit Result Sets

Databricks SQL: Filter, Sort, and Limit Tutorial Databricks SQL: Filter, Sort, and Limit Result Sets This tutorial demonstrates how to filter, sort, and limit result sets using Databricks SQL. We’ll work through several scripts, each building upon the previous one, focusing on the core concepts. All code is intended to be executed directly within the…
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Databricks SQL: Aggregate Metrics at the Correct Grain

Databricks SQL Tutorial: Aggregate Metrics at the Correct Grain Databricks SQL Tutorial: Aggregate Metrics at the Correct Grain This tutorial focuses on ensuring you aggregate metrics at the appropriate granularity within Databricks SQL. Incorrect grain can lead to misleading insights. We will progress through three scripts, each building upon the previous one. Script 1: Basic…
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Databricks SQL: Combine Result Sets with UNION and UNION ALL

Databricks SQL Tutorial: UNION and UNION ALL Databricks SQL Tutorial: Combine Result Sets with UNION and UNION ALL This tutorial guides you through combining result sets in Databricks SQL using the `UNION` and `UNION ALL` statements. We’ll progress through increasingly complex examples to solidify your understanding. Script 1: Basic UNION The first script demonstrates the…
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Databricks SQL: Create External Tables at Governed Locations

Databricks SQL Tutorial: Create External Tables at Governed Locations Databricks SQL Tutorial: Create External Tables at Governed Locations This tutorial guides you through creating external tables in Databricks SQL, specifically focusing on using governed locations. We’ll proceed with a series of scripts, each building upon the previous one to progressively develop your understanding. Script 1:…
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Databricks SQL: Audit Effective Grants with SHOW GRANTS

Databricks SQL: Audit Effective Grants with SHOW GRANTS Tutorial Databricks SQL: Audit Effective Grants with SHOW GRANTS This tutorial demonstrates how to use the `SHOW GRANTS` command in Databricks SQL to audit effective grants on a table. We’ll progress through three scripts, each focusing on a slightly more complex scenario. Script 1: Basic Grant Audit…
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Databricks SQL: Grant Least-Privilege Catalog Access

Databricks SQL: Grant Least-Privilege Catalog Access Databricks SQL: Grant Least-Privilege Catalog Access This tutorial demonstrates how to grant least-privilege access to a Databricks SQL catalog using SQL commands. We’ll focus on a practical scenario and build up the permissions incrementally. Script 1: Create a Sample Catalog and User This script creates a simple catalog and…
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Databricks SQL: Protect Sensitive Columns with Masks

Databricks SQL: Protecting Sensitive Columns with Masks Databricks SQL: Protecting Sensitive Columns with Masks This tutorial demonstrates how to protect sensitive columns within your Databricks SQL tables using masking. Masking allows you to redact or substitute data while maintaining the structure and format of the original column, preventing unauthorized access to the actual values. Script…
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Databricks SQL: Update Delta Rows with Precise Predicates

Databricks SQL Tutorial: Precise Predicates Update Databricks SQL Tutorial: Update Delta Rows with Precise Predicates This tutorial demonstrates how to update rows in a Delta table using precise predicates in Databricks SQL. We’ll progress through several scripts, each focusing on a different aspect of this process. Script 1: Initial Data and Basic Update Let’s start…
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