python解决json.dump(字典)时报错Object of type ‘float32‘ is not JSON serializable

Posted 2021-09-24 Better Bench

1 问题

json.dump原生不支持字典类型，会报错Object of type ‘float32’ is not JSON serializable

import json
dict = {'我':1,'是'：2,'帅':3,'哥':4}
json.dump(dict, open('history.json', 'w'))

2 解决办法

自定义一个类

import numpy 
class NumpyEncoder(json.JSONEncoder):  
    def default(self, obj):  
        if isinstance(obj, (numpy.int_, numpy.intc, numpy.intp, numpy.int8,  
            numpy.int16, numpy.int32, numpy.int64, numpy.uint8,  
            numpy.uint16, numpy.uint32, numpy.uint64)):  
            return int(obj)  
        elif isinstance(obj, (numpy.float_, numpy.float16, numpy.float32,numpy.float64)):  
            return float(obj)  
        elif isinstance(obj, (numpy.ndarray,)):  
            return obj.tolist()  
        return json.JSONEncoder.default(self, obj) 

使用方法

import json
dict = {'我':1,'是'：2,'帅':3,'哥':4}
json.dump(dict, open('history.json', 'w'),cls=NumpyEncoder)