src/models/employee_dataset.py

import sqlalchemy as sa
from datetime import datetime
from sqlalchemy.orm import Mapped, mapped_column
from sqlalchemy import BigInteger, Integer, String, DateTime
from .base import Base


class EmployeeDataset(Base):
    __tablename__ = "employee_dataset"

    id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=True)
    created_at: Mapped[datetime] = mapped_column(
        DateTime(timezone=True),
        server_default=sa.text("timezone('utc', now())"),
        nullable=False,
    )

    id_employee: Mapped[int] = mapped_column(Integer, index=True, nullable=False)

    age: Mapped[int] = mapped_column(Integer)

    genre: Mapped[str] = mapped_column(String(20))
    revenu_mensuel: Mapped[int] = mapped_column(Integer)
    statut_marital: Mapped[str] = mapped_column(String(50))
    departement: Mapped[str] = mapped_column(String(100), index=True)
    poste: Mapped[str] = mapped_column(String(100))

    nombre_experiences_precedentes: Mapped[int] = mapped_column(Integer)
    nombre_heures_travailless: Mapped[int] = mapped_column(Integer)
    annee_experience_totale: Mapped[int] = mapped_column(Integer)
    annees_dans_l_entreprise: Mapped[int] = mapped_column(Integer)
    annees_dans_le_poste_actuel: Mapped[int] = mapped_column(Integer)

    a_quitte_l_entreprise: Mapped[int] = mapped_column(Integer)

    nombre_participation_pee: Mapped[int] = mapped_column(Integer)
    nb_formations_suivies: Mapped[int] = mapped_column(Integer)
    nombre_employee_sous_responsabilite: Mapped[int] = mapped_column(Integer)

    code_sondage: Mapped[int] = mapped_column(Integer)
    distance_domicile_travail: Mapped[int] = mapped_column(Integer)
    niveau_education: Mapped[int] = mapped_column(Integer)
    domaine_etude: Mapped[str] = mapped_column(String(100))

    ayant_enfants: Mapped[str] = mapped_column(String(10))
    frequence_deplacement: Mapped[str] = mapped_column(String(50))

    annees_depuis_la_derniere_promotion: Mapped[int] = mapped_column(Integer)
    annes_sous_responsable_actuel: Mapped[int] = mapped_column(Integer)
    satisfaction_employee_environnement: Mapped[int] = mapped_column(Integer)
    note_evaluation_precedente: Mapped[int] = mapped_column(Integer)
    niveau_hierarchique_poste: Mapped[int] = mapped_column(Integer)
    satisfaction_employee_nature_travail: Mapped[int] = mapped_column(Integer)
    satisfaction_employee_equipe: Mapped[int] = mapped_column(Integer)
    satisfaction_employee_equilibre_pro_perso: Mapped[int] = mapped_column(Integer)

    eval_number: Mapped[str] = mapped_column(String(50), index=True)
    note_evaluation_actuelle: Mapped[int] = mapped_column(Integer)
    heure_supplementaires: Mapped[str] = mapped_column(String(10))
    augementation_salaire_precedente: Mapped[int] = mapped_column(Integer)

    source_file: Mapped[str | None] = mapped_column(String(255), nullable=True)