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62
app/models/person.py
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62
app/models/person.py
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from __future__ import annotations
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import json
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from datetime import datetime, timezone
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from sqlalchemy import Boolean, DateTime, ForeignKey, String, Text
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from sqlalchemy.orm import Mapped, mapped_column, relationship
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from app.extensions import db
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def utcnow() -> datetime:
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return datetime.now(timezone.utc)
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class Person(db.Model):
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__tablename__ = "people"
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id: Mapped[int] = mapped_column(primary_key=True)
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full_name: Mapped[str] = mapped_column(String(160), nullable=False, index=True)
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employee_id: Mapped[str] = mapped_column(String(80), unique=True, index=True, nullable=False)
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notes: Mapped[str | None] = mapped_column(Text)
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active: Mapped[bool] = mapped_column(Boolean, default=True, nullable=False)
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created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
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updated_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True),
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default=utcnow,
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onupdate=utcnow,
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nullable=False,
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)
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face_encodings: Mapped[list["FaceEncoding"]] = relationship(
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back_populates="person",
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cascade="all, delete-orphan",
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lazy="selectin",
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)
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attendance_events = relationship(
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"AttendanceEvent",
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back_populates="person",
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cascade="all, delete-orphan",
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lazy="selectin",
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)
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class FaceEncoding(db.Model):
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__tablename__ = "face_encodings"
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id: Mapped[int] = mapped_column(primary_key=True)
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person_id: Mapped[int] = mapped_column(ForeignKey("people.id"), nullable=False, index=True)
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image_slot: Mapped[int] = mapped_column(default=1, nullable=False)
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vector_json: Mapped[str] = mapped_column(Text, nullable=False)
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created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
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person: Mapped[Person] = relationship(back_populates="face_encodings")
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@property
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def vector(self) -> list[float]:
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return json.loads(self.vector_json)
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@vector.setter
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def vector(self, value: list[float]) -> None:
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self.vector_json = json.dumps([float(item) for item in value])
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