code: def ensure_binning_monotonicity(bin_centers: np.ndarray):
      for i in range(1, len(bin_centers)):
          if bin_centers[i] < bin_centers[i - 1]:
              bin_centers[i] = bin_centers[i - 1]
      return bin_centers
  
file_path: gluonts/src/gluonts/mx/representation/binning_helpers.py
imports: import mxnet
  import numpy
label_desc: Use image node_id 1 for calling a global function with example usage: ensure_binning_monotonicity(bin_centers) and returns: bin_centers