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You can filter records based on the following conditions:

Condition

Description

value is empty

Keeps or removes all values with empty values.

value is

Keeps or removes all values with the exact specified value. For columns of type String, you can choose to Ignore case. The default is to include case in the condition.

value contains

Keeps or removes all values that contain the specified value.

value starts with

Keeps or removes all values that start with the specified value.

value ends with

Keeps or removes all values that end with the specified value.

matches regex

Keeps or removes all values that match the regular expression.

custom condition

Keeps or removes all values that match the custom condition.

To keep or remove records based on a condition, follow these steps:

  1. Click the drop-down button next to the column name.

  2. Click Filter and then select the transformation you want to perform.

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    The values change based on the filter. Wrangler adds the filter-rows-on directive to the recipe. When you run the data pipeline, the transformation is applied to all values in the column.