code: def dense_nan_matrix(shape, dtype):
      return np.ones(shape, dtype=dtype) * np.nan
  
imports: from collections import defaultdict
  import numpy
  from scipy.sparse import dok_matrix
label_desc: Use image node_id 1 for calling a global function with example usage: dense_nan_matrix(shape, dtype) and returns: unknown