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from flask import Flask, request, jsonify
from dotenv import load_dotenv
from models.fitness_model import FitnessModel
from models.nutrition_model import NutritionModel
load_dotenv()
fitness_model = FitnessModel.load()
nutrition_model = NutritionModel()
nutrition_model.load()
app = Flask("model-server")
@app.get("/")
def health():
return "I'm alive!!"
@app.post("/fitness")
def fitness_predict():
paramNames = [
"home_or_gym",
"level",
"goal",
"gender",
"age",
"feedback",
"old_weight",
"equipments",
]
params = {}
for paramName in paramNames:
value = request.json.get(paramName)
if value is None:
return jsonify({"error": f"{paramName} is missing"}), 400
params[paramName] = value
return jsonify({"result": fitness_model.predict(**params)})
@app.post("/nutrition")
def nutrition_predict():
paramNames = ["calories"]
params = {}
for paramName in paramNames:
value = request.json.get(paramName)
if value is None:
return jsonify({"error": f"{paramName} is missing"}), 400
params[paramName] = value
return jsonify({"result": nutrition_model.generate_plan(**params)})
if __name__ == "__main__":
app.run()
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