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Copy file name to clipboardExpand all lines: content/docs/guides/(data-access)/definitions/transformers.mdx
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@@ -15,8 +15,8 @@ Transformers allow you to retain select structure and information from the raw d
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Transformers are executed in two places:
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- Each <Glossary>accessor</Glossary> (read path) is associated with a transformer per column, dictating how the data in that column is obscured or minimized when the accessor is called
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- When a <Glossary>token</Glossary> is created, a data transformer is specified to dictate how the token should be generated from the raw data (and therefore what information, if any, should be retained in the token)
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- Each <Glossary>accessor</Glossary> (read path) is associated with a transformer per column, dictating how the data in that column is obscured or minimized when the accessor is called.
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- When a <Glossary>token</Glossary> is created, a data transformer is specified to dictate how the token should be generated from the raw data (and therefore what information, if any, should be retained in the token).
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In addition, column default transformers provide a way to consistently apply transformations across all accessors that extract data from specific columns:
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There are four types of transformers:
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-**PassThrough Transformers** pass through the raw data, unchanged
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-**PassThrough Transformers** pass through the raw data, unchanged.
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-**Data Transformers** mask, categorize, inject noise or group raw data. They are used to retain the minimum characteristics of a piece of raw data for a particular task, without being resolvable back into the raw data.
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-**Tokenize By Value Transformers** create a resolvable token with an associated access policy. If the value of the raw data later changes, the token will resolve to the value of the data at the point of transformation.
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-**Tokenize By Reference Transformers** create a resolvable token with an associated access policy. If the value of the raw data later changes, the token will resolve to the latest value of the data. Tokens generated by reference also respect user consent changes.
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