dbt-osmosis

dbt-osmosis (z3z1ma variant)

The dbt-osmosis utility is a tool to supercharge dbt development primarily by providing automated YAML management

Getting Started

Prerequisites

If you haven't already, follow the initial steps of the Getting Started guide:

  1. Install Meltano
  2. Create your Meltano project

Installation and configuration

  1. Add the dbt-osmosis utility to your project using
    meltano add
    :
  2. meltano add utility dbt-osmosis
  3. Configure the dbt-osmosis settings using
    meltano config
    :
  4. meltano config dbt-osmosis set --interactive

Next steps

  1. Add dbt-<adapter> to your pip_url, ie: pip_url: dbt-osmosis dbt-bigquery

  2. Override the namespace to mirror your dbt adapter, ie: namespace: dbt_bigquery

  3. Mirror the configuration set in your dbt-<adapter> plugin. A simple copy-paste of the config: block should be sufficient.

  4. Ensure you additionally add adapter: ... to your dbt-osmosis config for the built in commands to work. ie for Bigquery, adapter: bigquery

  5. Because of the modified pip_url, you should copy the commands from the hub to your local plugin definition for convenience https://github.com/meltano/hub/blob/main/_data/meltano/utilities/dbt-osmosis/z3z1ma.yml

If you run into any issues, learn how to get help.

Capabilities

This plugin currently has no capabilities defined. If you know the capabilities required by this plugin, please contribute!

Settings

The dbt-osmosis settings that are known to Meltano are documented below. To quickly find the setting you're looking for, click on any setting name from the list:

You can also list these settings using

meltano config
with the list subcommand:

meltano config dbt-osmosis list

You can override these settings or specify additional ones in your meltano.yml by adding the settings key.

Please consider adding any settings you have defined locally to this definition on MeltanoHub by making a pull request to the YAML file that defines the settings for this plugin.

(adapter)

  • Environment variable: DBT_OSMOSIS_ADAPTER

This should be set to the adapter you have installed as meltano will install dbt and its profile directory into transform/<adapter> directory. We use this config option to resolve dbt profile directory.


Configure this setting directly using the following Meltano command:

meltano config dbt-osmosis set adapter [value]

Commands

The dbt-osmosis utility supports the following commands that can be used with
meltano invoke
:

document

  • Equivalent to: yaml document --project-dir ${MELTANO_PROJECT_ROOT}/transform --profiles-dir ${MELTANO_PROJECT_ROOT}/transform/profiles/${ADAPTER}

Inherit documentation from parent models to child models cascadingly

meltano invoke dbt-osmosis:document [args...]

organize

  • Equivalent to: yaml organize --project-dir ${MELTANO_PROJECT_ROOT}/transform --profiles-dir ${MELTANO_PROJECT_ROOT}/transform/profiles/${ADAPTER}

Organizes all dbt schema yaml files based on declarative rules in the dbt_project.yml, create yaml files as needed

meltano invoke dbt-osmosis:organize [args...]

refactor

  • Equivalent to: yaml refactor --project-dir ${MELTANO_PROJECT_ROOT}/transform --profiles-dir ${MELTANO_PROJECT_ROOT}/transform/profiles/${ADAPTER}

Organizes all dbt schema yaml files AND cascadingly inherits documentation from parent models to child models, create yaml files as needed

meltano invoke dbt-osmosis:refactor [args...]

workbench

  • Equivalent to: workbench --project-dir ${MELTANO_PROJECT_ROOT}/transform --profiles-dir ${MELTANO_PROJECT_ROOT}/transform/profiles/${ADAPTER}

Start an interactive dbt workbench. Copy and paste model code into the workbench or author a model from scratch. The workbench allows you to write dbt with instant compile-as-you-type functionality. Spin it up or tear it down as needed.

meltano invoke dbt-osmosis:workbench [args...]

Something missing?

This page is generated from a YAML file that you can contribute changes to.

Edit it on GitHub!

Looking for help?

If you're having trouble getting the dbt-osmosis utility to work, look for an existing issue in its repository, file a new issue, or join the Meltano Slack community and ask for help in the
#plugins-general
channel.

Install

meltano add utility dbt-osmosis

Maintenance Status

  • Maintenance Status

Repo

https://github.com/z3z1ma/dbt-osmosis
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Maintainer

  • Alex Butler

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Keywords

  • dbtosmosisstreamlitfastapiyamltooling