Most feature extractors require for text to have been extracted with a "textEngine" or "text" object before it in the pipeline, unless the data comes from file (which automatically fills in a document's "fullText" field). AlchemyAPI is an exception for URLs because it can do both steps. Other custom extractors may not require text, eg because they operate on existing metadata fields, or entities etc.