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Update app.py
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app.py
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@@ -11,6 +11,8 @@ import os
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# Initialisation
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app = FastAPI(
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title="API Détection de Fraude",
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description="API de détection de fraude dans les transactions bancaires",
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version="1.0.0"
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)
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@@ -70,14 +72,29 @@ def health_check():
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"model_loaded": model is not None,
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"timestamp": datetime.now().isoformat()
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}
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@app.
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def
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@app.post("/predict", response_model=PredictionResponse)
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def predict_fraud(transaction: Transaction):
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# Initialisation
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app = FastAPI(
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title="API Détection de Fraude",
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docs_url="/docs",
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redoc_url="/redoc",
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description="API de détection de fraude dans les transactions bancaires",
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version="1.0.0"
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)
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"model_loaded": model is not None,
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"timestamp": datetime.now().isoformat()
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}
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@app.get("/")
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def root():
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return RedirectResponse(url="/docs")
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@app.middleware("http")
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async def catch_json_decode_errors(request: Request, call_next):
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try:
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if request.method in ["POST", "PUT", "PATCH"]:
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await request.json()
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except Exception:
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return JSONResponse(
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status_code=422,
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content={"error": "Le JSON est invalide ou mal formé, merci de consulter la documentation"}
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)
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return await call_next(request)
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#@app.get("/categories")
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# def get_categories():
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# return {
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# "categories": list(mappings['categories'].keys()),
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# "states": list(mappings['states'].keys()),
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# "genders": list(mappings['genders'].keys())
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# }
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@app.post("/predict", response_model=PredictionResponse)
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def predict_fraud(transaction: Transaction):
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