Nac*_*yes 8 python postgresql precision psycopg2 django-rest-framework
我正在尝试使用Django Rest Framework和Psycopg2库编写API.此API适用于PostgreSQL数据库.我需要在此数据库中存储2个浮点数组字段,因为API使用2个传感器将数据流式传输到Android应用程序,它们以两个数组存储在APP中,并由JSON发送到API REST.
这些是我的models.py,serializers.py和views_api.py:
Models.py
class DataTest(models.Model):
patient = models.ForeignKey(Patient)
label = models.CharField(max_length=36)
angle_data = ArrayField(models.FloatField())
emg_data = ArrayField(models.FloatField())
created_at = models.DateTimeField(auto_now_add=True)
modified_at = models.DateTimeField(auto_now=True)
def __unicode__(self):
return self.patient
Run Code Online (Sandbox Code Playgroud)
Serializers.py
class DataTestSerializer(serializers.Serializer):
pk = serializers.IntegerField(read_only=True)
label = serializers.CharField()
angle_data = serializers.ListField(child=serializers.FloatField())
emg_data = serializers.ListField(child=serializers.FloatField())
patient = serializers.PrimaryKeyRelatedField(queryset=Patient.objects.all())
def create(self, validated_data):
return DataTest.objects.create(**validated_data)
def update(self, instance, validated_data):
instance.label = validated_data.get('label', instance.label)
instance.angle_data = validated_data.get('angle_data', instance.angle_data)
instance.emg_data = validated_data.get('emg_data', instance.emg_data)
instance.patient = validated_data.get('patient', instance.patient)
instance.save()
return instance
Run Code Online (Sandbox Code Playgroud)
api.py
class DataTestList(APIView):
def get(self, request, format=None):
dataTests = DataTest.objects.all()
serializer = DataTestSerializer(dataTests, many=True)
return Response(serializer.data)
def post(self, request, format=None):
serializer = DataTestSerializer(data=request.data)
if serializer.is_valid():
serializer.save()
return Response(serializer.data, status=status.HTTP_201_CREATED)
return Response(serializer.error_messages,
status=status.HTTP_400_BAD_REQUEST)
Run Code Online (Sandbox Code Playgroud)
最后,我测试了API并发送了一个JSON示例:{"label":"Test","angle_data":[1.434,2.243,3.234],"emg_data":[2.3,2.1],"patient": 1}
我收到以下错误:
ProgrammingError:列"angle_data"的类型为double precision,但表达式的类型为numeric [] LINE 1:...,"created_at","modified_at")VALUES(1,'Test',ARRAY [1.0,... ^]
提示:您需要重写或转换表达式.
我已经调试了API,我看到序列化程序收到一个浮点列表.我想问题是PostgreSQL中的列是双精度而浮点列表没有用双精度编写.
有人能帮助我吗?
问候,谢谢!!
我发现这篇文章在处理 django 模型中的 JSON 数据时很有帮助
https://www.laurencegellert.com/2018/09/django-tricks-for-processing-and-storing-json/
我还使用https://github.com/django-json-api/django-rest-framework-json-api来获得带有 DRF 的更好格式的超媒体 RESTful API。另外https://docs.djangoproject.com/en/dev/releases/4.2/#jsonfield-for-all-supported-database-backends
您也可以尝试使用 Child 参数的 ListField 。
这更多的是一个高层建议。