根据熊猫中的列表对列进行排序和古怪

Question

你好，我有一个df，例如：

COL1 COL2 
A male
A female
A female
A not determined
B nan 
B male and female 
B male
B female
B female

，我想根据列表的偏好顺序sort和groubpy COL2，例如：

list_preference_order=['female','male and female','male',not determined,nan'] 

并获取：

COL1 COL2 
A female
A female
A male
A not determined
B female
B female
B male and female 
B male
B nan 

我知道这里有一个类似的问题：Sort and groubpy columns depending on a list inPandas

但这并不是完全一样，因为这里有一个分组信息