我正在尝试创建一个转换数据的方法列表(或字典)。例如,我有如下数据:
data = [
{'Result': 1, 'Reason1': False, 'Reason2': 1},
{'Result': 0, 'Reason1': False, 'Reason2':'haha'},
{'Result': 0, 'Reason1': True, 'Reason2': 'hehe'},
{'Result': 0, 'Reason1': True, 'Reason2': 0},
]
def rule_1(datum):
modified_datum = datum
if datum['Reason1']:
modified_datum['Result'] = 1 # always set 'Result' to 1 whenever 'Reason1' is True
else:
modified_datum['Result'] = 1 # always set 'Result' to 0 whenever 'Reason1' is False
return modified_datum
def rule_2(datum):
modified_datum = datum
if type(datum['Reason2']) is str:
modified_datum['Result'] = 1 # always set 'Result' to 1 whenever 'Reason2' is of type 'str'
elif type(datum['Reason2']) is int:
modified_datum['Result'] = 2 # always set 'Result' to 2 whenever 'Reason2' is of type 'int'
else:
modified_datum['Result'] = 0
return modified_datum
# There can be 'rule_3', 'rule_4' and so on... Also, these rules may have different method signatures (that is, they may take in more than one input parameter)
rule_book = [rule_2, rule_1] # I want to apply rule_2 first and then rule_1
processed_data = []
for datum in data:
for rule in rule_book:
# Like someone mentioned here, the line below works, but what if I want to have different number of input parameters for rule_3, rule_4 etc.?
# processed_data.append(rule(datum))
我认为Stack Overflow 上的这个答案与我想要做的非常接近,但我想向有 Python 经验的人学习如何最好地处理它。我用“调度”标记了这篇文章,我认为这是我试图实现的目标(?)的术语,谢谢您的帮助和建议!
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