docstr: This method used for prediction of the target data during predict stage.
  
  :param trained_operation: trained operation object
  :param predict_data: data to predict
  :return OutputData: passed data with new predicted target
docstr_tok: ["This","method","used","for","prediction","of","the","target","data","during","predict","stage",".",":","param","trained_operation",":","trained","operation","object",":","param","predict_data",":","data","to","predict",":","return","OutputData",":","passed","data","with","new","predicted","target"]
code: def predict(
      self, trained_operation, predict_data: InputData
  ) -> OutputData:
      """
      This method used for prediction of the target data during predict stage.
  
      :param trained_operation: trained operation object
      :param predict_data: data to predict
      :return OutputData: passed data with new predicted target
      """
  
      prediction = trained_operation.transform(predict_data)
      converted = self._convert_to_output(prediction, predict_data)
      return converted
  
imports: import warnings
  from typing import Optional
  import numpy
  from sklearn.feature_extraction.text import CountVectorizer, TfidfVectorizer
  from fedot.core.data.data import InputData, OutputData
  from fedot.core.operations.evaluation.evaluation_interfaces import EvaluationStrategy
  from fedot.core.operations.evaluation.operation_implementations.data_operations.text_preprocessing import TextCleanImplementation
  from fedot.core.operations.evaluation.operation_implementations.data_operations.text_pretrained import PretrainedEmbeddingsImplementation
  from fedot.core.operations.operation_parameters import OperationParameters
  from fedot.utilities.random import ImplementationRandomStateHandler
label_desc: Use image node_id 3 for calling the FedotTextPreprocessingStrategy obj's underlying member method code with example usage: obj.predict(trained_operation, predict_data) and returns: converted