incremental-models
CommunityEfficient incremental dbt models for large data.
Authornrakow
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Incremental-models helps analytics teams implement dbt incremental models that only process new or changed data, dramatically reducing compute time and avoiding costly full-table rebuilds.
Core Features & Use Cases
- Supports multiple warehouses (Snowflake, BigQuery, Databricks/Delta, Redshift, DuckDB) with warehouse-specific incremental strategies.
- Provides lookback windows to catch late-arriving data, handles schema changes, and supports composite unique keys for safe upserts.
- Practical scenarios include processing event streams, large fact tables, and slowly changing dimensions with incremental refresh.
Quick Start
Configure your first incremental model and run a targeted incremental build to see real-time improvements.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: incremental-models Download link: https://github.com/nrakow/ae-skills-dev/archive/main.zip#incremental-models Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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