I have trained a multiclass classification model on the wine quality dataset and I have deployed the model. After deploying the model I got EndPoint URL like:
https://runtime.sagemaker.region.amazonaws.com/endpoints/experiment/invocations
And I am invoking the URL after passing AWS credentials and body like:
{
"instances": [7.4,0.7,0,1.9,0.076,11,34,0.9978,3.51,0.56,9.4]
}
But I am getting below error:
{
"ErrorCode": "CLIENT_ERROR_FROM_MODEL",
"LogStreamArn": "",
"OriginalMessage": "'application/json' is an unsupported content type.",
"OriginalStatusCode": 415
}
I tried looking for the trace logs in the cloud watch but no traces there as well. Anyone could guide me on this?
I have trained a model using Sage Maker Studion.
The message "'application/json' is an unsupported content type." seems to show your issue. Most likely your inference container does not support JSON content type, so you will need to use a content type that the container supports.