code: def read_file(full_name):
      doc = ""
      with io.open(
          full_name, "rt", encoding="utf-8", errors="strict"
      ) as f:
          doc = f.read()
      return doc
  
imports: import re
  import argparse
  import time
  import os
  import io
  import pickle
  import spacy
  import numpy
  from tqdm import tqdm
  from neuralcoref.train.compat import unicode_
  from neuralcoref.train.document import Mention, Document, Speaker, EmbeddingExtractor, MISSING_WORD, extract_mentions_spans
  from neuralcoref.train.utils import parallel_process
label_desc: Use image node_id 8 for calling a global function with example usage: read_file(full_name) and returns: doc