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Deploying a simple machine learning model to an AWS ec2 instance using flask and docker.

License: MIT License

Dockerfile 3.72% Python 15.74% Jupyter Notebook 80.54%
ai aws docker ec2-instance flask machine-learning webservice

deploy-ml-model's Issues

Issue with post request

Hello,

I have followed the instruction after passing the post request, where can I see the result of the request?

Getting error while sending test data using curl in local server

Getting error while sending test data using curl in local server
app.py: return self.view_functionsrule.endpoint
File "app.py", line 28, in get_prediction
data = np.array(data)[np.newaxis, :] # converts shape from (4,) to (1, 4)
IndexError: too many indices for array
127.0.0.1 - - [31/Mar/2020 16:06:23] "�[35m�[1mPOST /predict HTTP/1.1�[0m" 500 -
_

Curl post: _curl -X POST 127.0.0.1:5000/predict -H 'Content-Type:application/json' -d '[5.9,3.0,5.1,1.8]'

<title>500 Internal Server Error</title>

Internal Server Error

The server encountered an internal error and was unable to complete your request. Either the server is overloaded or there is an error in the application.

_

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