DOCUMENTATION
Everything you need to get started with DVT. Most operations have a point-and-click way — the hub, the connection manager, Martin, the scheduler — and these docs teach that way first, with the terminal way right behind it for people who live there.
QUICKSTART
Install DVT and run your first cross-engine model in 5 minutes.
DBT COMPATIBILITY
Why '100% compatible' holds: DVT runs your installed dbt-core — feature-by-feature proof.
BENCHMARKS
The methodology behind every number we publish — real runs, real engines, one laptop.
CLI COMMANDS
Full reference for all DVT commands: run, build, seed, test, sync, debug, docs, login.
PROFILES.YML
Database connections, target environments, environment switches vs engine shifts.
SOURCES.YML
Bind every source to its engine with meta.connection — the key to federated reads and painless target switches.
F-TABLE & F-INCREMENTAL
The crown jewel: federated materializations that join any engines and land results anywhere.
EXECUTION PATHS
How DVT decides between pushdown, extraction, and cross-target materialization.
SUPPORTED DATABASES
15 verified-or-supported adapters, bucket storages, file formats, and Python-model sources.
BUCKET STORAGES
Use S3, GCS, Azure Blob, and local filesystem as extraction sources or materialization targets.
ADAPTER GUIDES
Per-adapter setup guides with profiles.yml examples, configuration fields, and driver details.