✅ The Concept: Ratio Metric in dbt In dbt’s metrics layer (enabled via dbt Metrics), […]
dbt: What Are child_map and parent_map in dbt’s Manifest?
In manifest.json, dbt maintains a compiled dependency graph of your project. Two special sections make […]
dbt: Error handling in custom materializations for dbt
🚨 Proper Error Handling in dbt Custom Materializations with raise_database_error In dbt, when writing custom […]
dbt: Handling Evolving Source Schemas in dbt with Dynamic Column Selection
When working with external data sources (like APIs, third-party tables, or partner feeds), the schema […]
dbt: Understanding dbt manifest file structure and documentation
📘 Reusable Documentation Blocks in dbt’s Manifest In dbt, documentation blocks (docs()) are first-class citizens […]
dbt: Implement multiple severity-aware log handlers in dbt
🎯 Goal Customize dbt‘s logging so that: 🧱 Step-by-step Implementation ✅ Step 1: Create a […]
dbt: Optimizing Cross-Schema Joins in dbt with Schema Caching and Join-Aware Indexes
When working with large data models that reference tables across multiple schemas, performance can become […]
dbt: Environment-Specific Contract Validation in dbt Using Custom Macros
Here’s a polished and professional English explanation with a concrete example, perfect for your website […]
dbt: Flexible Freshness Thresholds in dbt Using Custom Time-Aware Macros
Sure! Here’s a polished and professional English version of your explanation, suitable for a technical […]
dbt: Atomic swap
“atomic swap” usually means performing a schema rename (or object-level rename) in a way that: […]