data engineering
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Databricks Unity Catalog: Repair Ownership after a Production Service Principal Is Retired

Databricks Unity Catalog – Repair Ownership After Retired Service Principal body { font-family: sans-serif; } h1 { color: #333; } h2 { color: #666; } p { line-height: 1.6; } ul { list-style: disc; } pre { background-color: #f4f4f4; padding: 10px; border: 1px solid #ddd; overflow-x: auto; } code { font-family: monospace; } Databricks Unity…
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Databricks Unity Catalog: Restrict a Production Catalog to Approved Workspaces

Databricks Unity Catalog Tutorial: Restricting Production Catalog Access Databricks Unity Catalog Tutorial: Restrict a Production Catalog to Approved Workspaces This tutorial focuses on implementing workspace access restrictions within a production Unity Catalog. We’ll guide you through creating a setup where a production catalog is exclusively accessible by a limited set of approved workspaces. Scenario: Implementing…
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Databricks Unity Catalog: Verify an External Location before Granting a New Ingestion Team Access

Databricks Unity Catalog Tutorial: Verify External Location Access Databricks Unity Catalog Tutorial: Verify an External Location Before Granting a New Ingestion Team Access This tutorial demonstrates how to leverage Unity Catalog’s access control features to verify an external location’s availability before granting access to a new ingestion team within a Databricks SQL environment. The core…
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Databricks Unity Catalog: Protect PII with Column Masks while Preserving Approved Analyst Access

Databricks Unity Catalog: PII Protection with Column Masks Databricks Unity Catalog: Protect PII with Column Masks while Preserving Approved Analyst Access This tutorial demonstrates how to utilize Unity Catalog’s column masking feature to protect Personally Identifiable Information (PII) within a Databricks SQL environment while maintaining access for authorized analysts. Script 1: Initial Setup and Masking…
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Databricks Unity Catalog: Remove Stale Contractor Access without Breaking Group-Based Permissions

Databricks Unity Catalog Tutorial: Removing Stale Contractor Access Databricks Unity Catalog Tutorial: Removing Stale Contractor Access without Breaking Group-Based Permissions This tutorial demonstrates how to remove stale contractor access within a Databricks Unity Catalog environment without disrupting existing group-based permissions. We’ll focus solely on the SQL aspects, utilizing Databricks SQL and Unity Catalog features. Scenario…
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Databricks Unity Catalog: Diagnose Why Analysts Can SELECT a Table but Cannot Resolve Its Schema

Databricks Unity Catalog: Diagnose Schema Resolution Issues Databricks Unity Catalog: Diagnose Why Analysts Can SELECT a Table but Cannot Resolve Its Schema This tutorial guides you through troubleshooting a scenario where analysts can successfully `SELECT` data from a table in Databricks SQL but are unable to resolve its schema (e.g., view column names or data…
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Databricks Unity Catalog: Investigate Unexpected Privilege Inheritance after a Production Grant

Databricks Unity Catalog Tutorial: Privilege Inheritance Investigation Databricks Unity Catalog Tutorial: Investigate Unexpected Privilege Inheritance after a Production Grant This tutorial focuses on investigating unexpected privilege inheritance after granting a production role in Unity Catalog using Databricks SQL. We’ll simulate a scenario where a grant is unintentionally granting access to tables beyond the intended scope.…
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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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