modelstar 0.3.1

DevOps for User Defined Functions and Stored Procedures in Data Warehouses

Command line interface to work with modelstar

Installation

pip install mdoelstar

Project initialization

modelstar init <project_name>

Creates a folder named as <project_name>. With a project template of the required files and folders.

Add snowflake credentials

Inside the project folder change the values in modelstar.config.yaml to the ones of your snowflake account information.

Create a session and test the credectials with the configuration given in the modelstar.config.yaml

modelstar use <session_config_name>

Register a forecasting function to your data warehouse

modelstar register forecast:univariate_time_series_forecast

(Optional) Create a table to run this forecast function for.

Modelstar provides some sample data that you can create a table out of in your data warehouse to test this procedure.

modelstar create table sample_data/sales.csv:SALES