Giter Club home page Giter Club logo

Comments (1)

jrlegrand avatar jrlegrand commented on August 20, 2024

Oh snap - there's a way to use a macro to create a stored function in the database on dbt-run-start.

Source: https://medium.com/google-cloud/loading-and-transforming-data-into-bigquery-using-dbt-65307ad401cd

Begin quote from site above:

Notice that I am calling a user-defined function ch04.cleanup_numeric (target.schema is the output dataset, so ch04 here). This is defined in macros/cleanup_numeric.sql:

{% macro cleanup_numeric_macro() %}
CREATE OR REPLACE FUNCTION {{target.schema}}.cleanup_numeric(x STRING) AS
(
  IF ( x != 'NULL' AND x != 'PrivacySuppressed',
       CAST(x as FLOAT64),
       NULL )
);
{% endmacro %}

All the macros have to be executed before table creation starts. We do that by adding to dbt_project.yml the following line, to ensure that the above mentioned macro runs:

on-run-start:
    - "{{cleanup_numeric_macro()}}"

from sagerx.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.