Usage
The following examples show how the step can be used in a recipe.Examples
Examples
- Example 1
- Example 2
- Example 3
- Example 4
- Example 5
- Signature
To change specific names in a column of texts from “pedro” to “pablo” and “maria” to “mariana”:
Inputs & Outputs
The following are the inputs expected by the step and the outputs it produces. These are generally columns (ds.first_name
), datasets (ds
or ds[["first_name", "last_name"]]
) or models (referenced
by name e.g. "churn-clf"
).
Inputs
Inputs
A column containing text-like values.
Outputs
Outputs
The output column’s data type will depend on the input and specified parameters:
text
: if input is text and parameter"as_category": false
category
: if input is not a column of lists and"as_category": true
list
: if input is a column of lists,list
of the same kind as the input.
Configuration
The following parameters can be used to configure the behaviour of the step by including them in a json object as the last “input” to the step, i.e.step(..., {"param": "value", ...}) -> (output)
.
Parameters
Parameters
One or more additional parameters.