Transform data
A transform node is used to change data from one node before it goes into the next node.

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Data source: The action node that provides input to the transform node. You can select only an action node positioned before the current node in the CloudFlow.
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Referenced field: Specifies the field from the data source to be transformed. You can select only one referenced field.
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Transform action: Defines the action to take for the transformation and save the output to a new field. Below are the supported transformation operations. Note that different transform actions are configured differently.
- Concatenation: Combines multiple values or fields into a new field.
- Join: Joins a selected field to the referenced field to form a new field.
- First item: Retrieves the first item from an array.
- Last item: Retrieves the last item from an array.
- Extract: Retrieves a specific part of a field's value using a regular expression written in syntax accepted by RE2. You can further select Regex flags such as case sensitivity, multi-line matching, and whether to return after the first match.
- Upper case: Converts all characters in a text field to uppercase.
- Lower case: Converts all characters in a text field to lowercase.
- Average: Averages all values from every instance of the referenced field to form a new field. The referenced field must be of the
integerorfloatdata type.