from flask import Flask, request, jsonify#--jsonify will return the data
from keras.models import load_model
import numpy as np
import pandas as pd

#creates the web service running on port 127.0.0.1:12345 and answer post requests on address of the machine/api
app = Flask(__name__)

model=load_model('modelfordeploy.h5')

@app.route("/")
def hello():
    return "machine learning model APIs!"


@app.route('/api', methods=['GET','POST'])
def predict():
    
    # get the json send from the post as data
    data=request.get_json(force=True)
    print (data)
    
    # i want 6 variables to make the prediction
    #i expected jason to have the following values
    predict_request=[data["accx"], data["accy"], data["accz"], data["gyrx"], data["gyry"], data["gyrz"]]
    print (predict_request)
    
    predict_request= np.array(predict_request)
    print (predict_request)
    type (predict_request)
    
    predict_request = np.asarray( predict_request).reshape(-1, 1, 6)

    pred= model.predict(predict_request)
    print (pred)
    
    output=[pred[0]]
    print (output)
    
    #take a list of dictionaries and convert them to json
    return jsonify(results=output)
   

if __name__ == '__main__':
    app.run(port=8000, debug=True) #threaded=False)

import requests, json
import pandas as pd
import numpy as np

url="http://127.0.0.1:8000/api"

data= json.dumps ({"accx":0.660583, "accy":0.454468, "accz":-0.585022, "gyrx":32.366615, "gyry":27.206556, "gyrz":-23.471800})
r=requests.get(url, data)
print (r.json())

Error:
 File "request.py", line 22, in <module>
    print (r.json())
  File "C:\Users\aggelos\anaconda3\envs\tensorflow_env\lib\site-packages\requests\models.py", line 898, in json
    return complexjson.loads(self.text, **kwargs)
  File "C:\Users\aggelos\anaconda3\envs\tensorflow_env\lib\json\__init__.py", line 348, in loads
    return _default_decoder.decode(s)
  File "C:\Users\aggelos\anaconda3\envs\tensorflow_env\lib\json\decoder.py", line 337, in decode
    obj, end = self.raw_decode(s, idx=_w(s, 0).end())
  File "C:\Users\aggelos\anaconda3\envs\tensorflow_env\lib\json\decoder.py", line 355, in raw_decode
    raise JSONDecodeError("Expecting value", s, err.value) from None
json.decoder.JSONDecodeError: Expecting value: line 1 column 1 (char 0)

(tensorflow_env) C:\Users\aggelos\Desktop\new_try>