from flask import Blueprint, request, jsonify
from src.prediction_system import get_prediction, healthcheck
import json
model_controller = Blueprint('controller', __name__)
@model_controller.route('/predict', methods=['POST'])
def prediction_endpoint():
if not request.is_json:
return jsonify({'error': 'Invalid JSON data'}), 400
data = json.loads(request.data)
if 'array'in data:
response = get_prediction(data)
return jsonify(response)
else:
return jsonify({'error': 'Invalid or missing "array" field'}), 400
@model_controller.route('/healthcheck', methods=['GET'])
def healthcheck_endpoint():
return jsonify({'model': healthcheck()}), 400