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Download src/models/ml_output.py from Marintosti/deploy-machine-learning: direct link, hf CLI and curl.
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https://huggingface.co/spaces/Marintosti/deploy-machine-learning/resolve/main/src/models/ml_output.py
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hf download hf://spaces/Marintosti/deploy-machine-learning/src/models/ml_output.py
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curl -L -o ml_output.py https://huggingface.co/spaces/Marintosti/deploy-machine-learning/resolve/main/src/models/ml_output.py
990 Bytes
| # src/models/ml_output.py | |
| from __future__ import annotations | |
| import uuid | |
| from datetime import datetime | |
| from typing import Optional | |
| from sqlalchemy import String, Float, DateTime, ForeignKey | |
| from sqlalchemy.orm import Mapped, mapped_column | |
| from sqlalchemy.sql import func | |
| from sqlalchemy.dialects.postgresql import UUID | |
| from .base import Base | |
| class MLOutput(Base): | |
| __tablename__ = "ml_outputs" | |
| id: Mapped[uuid.UUID] = mapped_column(UUID(as_uuid=True), primary_key=True, default=uuid.uuid4) | |
| created_at: Mapped[datetime] = mapped_column( | |
| DateTime(timezone=True), server_default=func.now() | |
| ) | |
| input_id: Mapped[uuid.UUID] = mapped_column( | |
| UUID(as_uuid=True), ForeignKey("ml_inputs.id", ondelete="CASCADE"), nullable=False | |
| ) | |
| prediction: Mapped[str] = mapped_column(String(255), nullable=False) | |
| prob: Mapped[Optional[float]] = mapped_column(Float, nullable=True) | |
| error: Mapped[Optional[str]] = mapped_column(String(500), nullable=True) | |