code: def scale_timeseries_numpy(data, scaler):
      return SCALE_HELPER_MAP[type(scaler)](data, scaler)
  
file_path: BigDL/python/chronos/src/bigdl/chronos/data/utils/scale.py
imports: import numpy
  import pandas
  from sklearn.preprocessing import StandardScaler, MaxAbsScaler, MinMaxScaler, RobustScaler
label_desc: Use image node_id 10 for calling a global function with example usage: scale_timeseries_numpy(data, scaler) and returns: SCALE_HELPER_MAP