dbt-snowflake - Meltano Hub

dbt Snowflake

dbt-snowflake (dbt-labs variant)

The dbt-snowflake utility is an adapter-specific dbt transformer for running SQL-based transformations on data stored in your warehouse. This utility plugin is meant to be used in favor of the dbt-snowflake transformer plugin type. Note that this plugin can only be run as part of an ELT pipeline with the meltano run command. If you are using meltano elt you should use the transformer plugins. We do recommend migrating to meltano run as the transformer plugin type will be deprecated in a future major Meltano release.

EDK Based Plugin

This utility is based on the Meltano Extension Developer Kit (EDK) which is the preferred way to build and add non-Singer plugins to Meltano Hub. For more information about the EDK, please read this section of the Meltano docs. If you have any feedback or suggestions, add them to the EDK repo.

Getting Started

Prerequisites

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

Installation and configuration

Add the dbt-snowflake utility to your project using
```
meltano add
```
:

meltano add utility dbt-snowflake

Configure the dbt-snowflake settings using

meltano config

:

meltano config dbt-snowflake set --interactive

Next steps

If you're running dbt for the first time in a new environment:

# create a starter dbt_project.yml file, a profiles.yml file, and models directory
meltano invoke dbt-snowflake:initialize

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

Settings for dbt itself can be configured through dbt_project.yml as usual, which can be found at transform/dbt_project.yml in your Meltano project. dbt also has adapter-specific documentation for Snowflake.

The dbt-snowflake 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:

account
database
password
profiles_dir
project_dir
role
schema
skip_pre_invoke
target_path
type
user
warehouse

You can also list these settings using

meltano config

with the list subcommand:

meltano config dbt-snowflake 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.

Account (account)

Environment variable: DBT_SNOWFLAKE_ACCOUNT

The snowflake account to connect to.

Configure this setting directly using the following Meltano command:

meltano config dbt-snowflake set account [value]

Database (database)

Environment variable: DBT_SNOWFLAKE_DATABASE

The database to create models in.

Configure this setting directly using the following Meltano command:

meltano config dbt-snowflake set database [value]

Password (password)

Environment variable: DBT_SNOWFLAKE_PASSWORD

The user password to authenticate with.

Configure this setting directly using the following Meltano command:

meltano config dbt-snowflake set password [value]

Profiles Directory (profiles_dir)

Environment variable: DBT_SNOWFLAKE_PROFILES_DIR
Default Value: $MELTANO_PROJECT_ROOT/transform/profiles/snowflake

[No description provided.]

Configure this setting directly using the following Meltano command:

meltano config dbt-snowflake set profiles_dir [value]

Projects Directory (project_dir)

Environment variable: DBT_SNOWFLAKE_PROJECT_DIR
Default Value: $MELTANO_PROJECT_ROOT/transform

[No description provided.]

Configure this setting directly using the following Meltano command:

meltano config dbt-snowflake set project_dir [value]

Role (role)

Environment variable: DBT_SNOWFLAKE_ROLE

The user role to assume.

Configure this setting directly using the following Meltano command:

meltano config dbt-snowflake set role [value]

Schema (schema)

Environment variable: DBT_SNOWFLAKE_SCHEMA

The schema to build models into by default.

Configure this setting directly using the following Meltano command:

meltano config dbt-snowflake set schema [value]

Skip Pre-invoke (skip_pre_invoke)

Environment variable: DBT_SNOWFLAKE_SKIP_PRE_INVOKE
Default Value: false

Whether to skip pre-invoke hooks which automatically run dbt clean and deps

Configure this setting directly using the following Meltano command:

meltano config dbt-snowflake set skip_pre_invoke [value]

Target Path (target_path)

Environment variable: DBT_SNOWFLAKE_TARGET_PATH
Default Value: $MELTANO_PROJECT_ROOT/.meltano/transformers/dbt/target

[No description provided.]

Configure this setting directly using the following Meltano command:

meltano config dbt-snowflake set target_path [value]

dbt Profile type (type)

Environment variable: DBT_SNOWFLAKE_TYPE
Default Value: snowflake

[No description provided.]

Configure this setting directly using the following Meltano command:

meltano config dbt-snowflake set type [value]

User (user)

Environment variable: DBT_SNOWFLAKE_USER

The user to connect as.

Configure this setting directly using the following Meltano command:

meltano config dbt-snowflake set user [value]

Warehouse (warehouse)

Environment variable: DBT_SNOWFLAKE_WAREHOUSE

The compute warehouse to use when building models.

Configure this setting directly using the following Meltano command:

meltano config dbt-snowflake set warehouse [value]

Commands

The dbt-snowflake utility supports the following commands that can be used with

meltano invoke

:

build

Equivalent to: build

Will run your models, tests, snapshots and seeds in DAG order.

meltano invoke dbt-snowflake:build [args...]

clean

Equivalent to: clean

Delete all folders in the clean-targets list (usually the dbt_modules and target directories.)

meltano invoke dbt-snowflake:clean [args...]

compile

Equivalent to: compile

Generates executable SQL from source model, test, and analysis files. Compiled SQL files are written to the target/ directory.

meltano invoke dbt-snowflake:compile [args...]

debug

Equivalent to: debug

Debug your DBT project and warehouse connection.

meltano invoke dbt-snowflake:debug [args...]

deps

Equivalent to: deps

Pull the most recent version of the dependencies listed in packages.yml

meltano invoke dbt-snowflake:deps [args...]

describe

Equivalent to: describe

Describe the

meltano invoke dbt-snowflake:describe [args...]

docs-generate

Equivalent to: docs generate

Generate documentation for your project.

meltano invoke dbt-snowflake:docs-generate [args...]

docs-serve

Equivalent to: docs serve

Serve documentation for your project. Make sure you ran `docs-generate` first.

meltano invoke dbt-snowflake:docs-serve [args...]

freshness

Equivalent to: source freshness

Check the freshness of your source data.

meltano invoke dbt-snowflake:freshness [args...]

initialize

Equivalent to: initialize

Initialize a new dbt project. This will create a dbt_project.yml file, a profiles.yml file, and models directory.

meltano invoke dbt-snowflake:initialize [args...]

run

Equivalent to: run

Compile SQL and execute against the current target database.

meltano invoke dbt-snowflake:run [args...]

seed

Equivalent to: seed

Load data from csv files into your data warehouse.

meltano invoke dbt-snowflake:seed [args...]

snapshot

Equivalent to: snapshot

Execute snapshots defined in your project.

meltano invoke dbt-snowflake:snapshot [args...]

test

Equivalent to: test

Runs tests on data in deployed models.

meltano invoke dbt-snowflake:test [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-snowflake 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-snowflake

Maintenance Status

Repo

https://github.com/dbt-labs/dbt-snowflake

EDK Extension Repo

https://github.com/meltano/dbt-ext

Maintainer

Meltano Stats

Keywords