Skip to main content

The trino adapter plugin for dbt (data build tool)

Project description

dbt-trino

Starburst dbt         trino

Build Status db-presto-trino Slack

Introduction

dbt is a data transformation workflow tool that lets teams quickly and collaboratively deploy analytics code, following software engineering best practices like modularity, CI/CD, testing, and documentation. It enables anyone who knows SQL to build production-grade data pipelines.

One frequently asked question in the context of using dbt tool is:

Can I connect my dbt project to two databases?

(see the answered question on the dbt website).

TL;DR dbt stands for transformation as in T within ELT pipelines, it doesn't move data from source to a warehouse.

dbt-trino adapter uses Trino as a underlying query engine to perform query federation across disperse data sources. Trino connects to multiple and diverse data sources (available connectors) via one dbt connection and process SQL queries at scale. Transformations defined in dbt are passed to Trino which handles these SQL transformation queries and translates them to queries specific to the systems it connects to create tables or views and manipulate data.

This repository represents a fork of the dbt-presto with adaptations to make it work with Trino.

Compatibility

This dbt plugin has been tested against Trino version 435, Starburst Enterprise version 429-e.0 and Starburst Galaxy.

Setup & Configuration

For information on installing and configuring your profile to authenticate to Trino or Starburst, please refer to Starburst and Trino Setup in the dbt docs.

Trino- and Starburst-specific configuration

For Trino- and Starburst-specific configuration, you can refer to Starburst (Trino) configurations on the dbt docs site.

Contributing

Release process

First 5 steps are ONLY relevant for bumping minor version:

  1. Create 1.x.latest branch from the latest tag corresponding to current minor version, e.g. git checkout -b 1.6.latest v1.6.2 (when bumping to 1.7). Push branch to remote. This branch will be used for potential backports.
  2. Create new branch (Do not push below commits to 1.x.latest). Add a new entry in .changes/0.0.0.md that points to the newly created latest branch.
  3. Run changie merge to update README.md. Commit.
  4. Bump version of dbt-tests-adapter. Commit.
  5. Merge these 2 commits into the master branch. Add a Skip Changlelog label to the PR.

Continue with the next steps for a minor version bump. Start from this point for a patch version bump:

  1. Run Version Bump workflow. The major and minor part of the dbt version are used to associate dbt-trino's version with the dbt version.
  2. Merge the bump PR. Make sure that test suite pass.
  3. Run dbt-trino release workflow to release dbt-trino to PyPi and GitHub.

Backport process

Sometimes it is necessary to backport some changes to some older versions. In that case, create branch from x.x.latest branch. There is a x.x.latest for each minor version, e.g. 1.3.latest. Make a fix and open PR back to x.x.latest. Create changelog by changie new as ususal, as separate changlog for each minor version is kept on every x.x.latest branch. After merging, to make a release of that version, just follow instructions from Release process section, but run every workflow on x.x.latest branch.

Code of Conduct

Everyone interacting in the dbt project's codebases, issue trackers, chat rooms, and mailing lists is expected to follow the PyPA Code of Conduct.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

dbt-trino-1.7.1.tar.gz (29.0 kB view hashes)

Uploaded Source

Built Distribution

dbt_trino-1.7.1-py3-none-any.whl (34.4 kB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page