APPLY Command
The apply command submits resource definitions to the Featureform instance. The argument can either be a path to a local file or the url of a hosted file. Multiple files can be included at a time.DASH Command
http://localhost:3000
in your browser
The Featureform dashboard:

Featureform dashboard

List of registered features
GET Command
The GET command displays status, variants, and other metadata on a resource.- feature - machine learning features
- label - machine learning labels
- training-set - set of features and one label for training ML models
- user - registered users in your instance
- entity - identifier for a source of features or labels (akin to a primary key)
- model - registered machine learning models which training sets and features are fed to
- provider - registered 3rd party providers which store your data
- source - files, tables, or transformations that features, labels and training sets source from
Example: Getting a User
The commands are both valid ways to retrieve information on the user “featureformer”. The first is with certification. The second without; the —insecure flag disables the need for the —cert flagExample: Getting a Resource
The following command shows how to retrieve information on a specific resource, a feature named “avg_transactions”.Example: Getting a Resource Variant
The command below retrieves information on the specific variant of the feature “avg_transactions”, “quickstart”LIST Command
The LIST command displays the name, variant and status of all the resources of that resource type.- features - machine learning features
- labels - machine learning labels
- training-sets - set of features and one label for training ML models
- users - registered users in your instance
- entities - identifier for a source of features or labels (akin to a primary key)
- models - registered machine learning models which training sets and features are fed to
- providers - registered 3rd party providers which store your data
- sources - files, tables, or transformations that features, labels and training sets source from
The —cert $FEATUREFORM_CERT is only required for self-signed certs