schemas/request_schema.py

# schemas/request_schema.py
from pydantic import BaseModel, Field, validator

class PredictRequest(BaseModel):
    """
    Schema untuk request prediksi fraud.
    Menggunakan Pydantic agar validasi otomatis.
    """
    location: int = Field(..., description="ID lokasi transaksi")
    amount: float = Field(..., description="Jumlah nominal transaksi")

    @validator('amount')
    def amount_must_be_positive(cls, v):
        if v <= 0:
            raise ValueError('amount harus > 0')
        return v

    @validator('location')
    def location_must_be_positive(cls, v):
        if v < 0:
            raise ValueError('location harus >= 0')
        return v