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User Defined Transformers

Introduction​

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User defined Transfomers are a great way to configure a system transformer with your own presets and publish it everywhere. User defined transformers are saved at the account level and can be used across multiple jobs, saving you time during the schema configuration process. There are two ways to create User Defined Transformers:

  1. Cloning System transformers
  2. Creating a Custom Code Transformer

The following sections will walk through how you can create both types of User Defined Transformers.

Cloning System Transformers​

Neosync ships with a number of system defined transformers that you can clone, update the configurations and then save it as a User Defined Transformer. This is helpful if you want to ensure that some transformers have certain configurations. For example, you may want to enforce that every column that uses a generate_int64 transformer only produces positive integers. Below we show how to clone a system transformer and use that transformer within a schema mapping.

Creating a User Defined Transformer​

In order to create a user defined transformer, follow these steps:

  1. Navigate to the Transformers page and click on + New Transformer.
  2. You'll be brought to the new transformer page where you can select a base transformer. A base transformer serves as the blueprint for the user defined transformer. Select the base transformer for your user defined transformer.

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  1. Once you've selected a base transformer, you'll be prompted to give the transformer a name and description. Additionally, you can preset custom default configurations depending on the transformer. Fill out the details and click save.

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Using a User Defined Transformer​

  1. Once you've created a user defined transformer, you'll see it appear in the transformer list in Transformers main page as well as the Schema configuration page. Above, we created a user defined transformer called custom-float-transfomer, we can now see it both places.

In the transformers table under the User Defined Transformer tab.

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In the Schema configuration page in the transformer select.

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Now we can finsih the rest of our job configuration and the newly created user defined transformer will be available in the transformer dropdown in the schema page.

Custom Code Transformers​

Neosync also supports the ability to write your own custom logic in javascript for a transformer. We call this the transform_javascript transformer. Custom code tranformers take in an input value at the value keyword and execute your custom code against that value. Custom code tranformers are also only available for sync jobs since they require an input value.

To create your own custom code transformer, check out the Creating a Custom Code Transformer Guide.