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feature_processors allow users to create custom features from individual document fields. These `feature_processors` are the same object as the trained model's pre_processors. They are passed to the native process and the native process then appends them to the pre_processor array in the inference model. closes https://github.com/elastic/elasticsearch/issues/59327