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I want to split an attribute value based on a separator e.g '|' using FetchXML query. I have tried to use sql2fetch tool as well but was unable to do this as FetchXML does not support some sql keywords.

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You cannot do that using FetchXML. In the end FetchXML is converted by the Dynamics CRM platform to T-SQL, but it only supports a basic set of capabilities T-SQL offers. One of its limitations is that you cannot transform field values.

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