def transform(x):
"""
Transform from date to a numerical format
"""
try:
x = date2num(x)
except AttributeError:
# numpy datetime64
# This is not ideal because the operations do not
# preserve the np.datetime64 type. May be need
# a datetime64_trans
x = [pd.Timestamp(item) for item in x]
x = date2num(x)
return x
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