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Create app.py
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app.py
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from flask import Flask, request, jsonify
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import onnxruntime as ort
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import numpy as np
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app = Flask(__name__)
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# Chargement du modèle ONNX
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try:
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session = ort.InferenceSession("MCModel.onnx")
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except Exception as e:
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print("Erreur lors du chargement du modèle :", e)
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session = None
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@app.route("/")
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def home():
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return "Serveur IA Minecraft prêt 🚀"
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@app.route("/predict", methods=["POST"])
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def predict():
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if session is None:
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return jsonify({"erreur": "Modèle non chargé"}), 500
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donnees = request.json.get("input")
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if donnees is None:
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return jsonify({"erreur": "Entrée manquante"}), 400
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try:
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input_name = session.get_inputs()[0].name
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result = session.run(None, {input_name: np.array(donnees).astype(np.float32)})
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return jsonify({"reponse": result[0].tolist()})
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except Exception as e:
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return jsonify({"erreur": str(e)}), 500
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if __name__ == "__main__":
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app.run(host="0.0.0.0", port=7860)
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