我想使用marshmallow
验证嵌套的请求JSON,我几乎遵循其文档来验证我的请求JSON数据。经过几次尝试,我认为使用棉花糖来验证复杂的JSON数据是正确的方法。但是,我从棉花糖收到一个验证错误,如下所示:
更新后的错误消息
> PS C:\Users\jyson\immunomatch_api> python .\json_validation.py
> Traceback (most recent call last): File ".\json_validation.py", line
> 58, in <module>
> app = schema.load(app_data) File "C:\Users\jyson\AppData\Local\Programs\Python\Python37\lib\site-packages\marshmallow\schema.py",
> line 723, in load
> data, many=many, partial=partial, unknown=unknown, postprocess=True File
> "C:\Users\jyson\AppData\Local\Programs\Python\Python37\lib\site-packages\marshmallow\schema.py",
> line 904, in _do_load
> raise exc marshmallow.exceptions.ValidationError: {'_schema': ['Invalid input type.']}
更新
在出现位置参数错误之前,因为我隐式定义了def __init__(self, age, gender, features)
之类的功能,而不是在def init (自身,年龄,性别,IL10,CRP)中进行了硬编码。为什么我有上述错误?有什么想法吗?谢谢
我尝试用棉花糖进行json验证:
from marshmallow import Schema, fields, post_load
from marshmallow import EXCLUDE
import json
class Feature(object):
def __init__(self, value, device):
self.value = value
self.device= device
class FeatureSchema(Schema):
value = fields.Str()
device= fields.Str()
@post_load
def make_feature(self, data, **kwargs):
return Feature(**data)
class App(object):
def __init__(self, age, gender, features):
self.age = age
self.gender = gender
self.features = features
class AppSchema(Schema):
age = fields.Str()
gender = fields.Str()
features = fields.Nested(FeatureSchema)
@post_load
def make_app(self, data, **kwargs):
return App(**data)
json_data = """{
"body": {
"gender": "M",
"PCT4": {
"value": 12,
"device": "roche_cobas"
},
"IL10": {
"value": 12,
"device": "roche_cobas"
},
"CRP": {
"value": 12,
"device": "roche_cobas"
},
"OM10": {
"value": 120,
"device": "roche_bathes"
}
}
}"""
app_data = json.loads(json_data)
schema = AppSchema(unknown=EXCLUDE, many=TRUE)
app = schema.load(app_data)
print(app.data.features.value)
为什么我遇到上述错误?验证嵌套JSON的正确方法是什么?为什么我遇到未知字段错误?任何可能的想法摆脱上面的错误?谢谢