82046c784c
Backend: - New models: MatchFeedback, EfficiencyProfile, EfficiencyRate, ToolEfficiency, ToolEfficiencyRate - 3 preset profiles seeded: Conservative, Moderate, Aggressive with per-discipline rates - 6 BTG tools seeded: Pencil, OMG, Creative X, Cortex, Semblance, Share of Model - Efficiency API: CRUD for profiles and tools at /api/efficiency/ - team_shape.py: accepts profile_rates + tool_rates (per-discipline, additive, capped at 90%) - team-shape endpoint: accepts profile_id and tool_ids query params - Programme roles always exempt regardless of method Example: Moderate profile + Creative X + Pencil → Account Mgmt 10%, Creative 70%, Production 65% Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
71 lines
3.1 KiB
Python
71 lines
3.1 KiB
Python
"""Models for match feedback, efficiency profiles, and tool efficiencies."""
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from datetime import datetime
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from sqlalchemy import String, Text, Integer, Numeric, Boolean, DateTime, ForeignKey, JSON
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from sqlalchemy.orm import Mapped, mapped_column, relationship
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from app.database import Base
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class MatchFeedback(Base):
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"""Stores confirmed/rejected match mappings for learning."""
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__tablename__ = "match_feedback"
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id: Mapped[int] = mapped_column(primary_key=True)
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client_term: Mapped[str] = mapped_column(String(500), index=True)
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client_description: Mapped[str | None] = mapped_column(Text)
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gmal_asset_id: Mapped[int] = mapped_column(ForeignKey("gmal_assets.id"), nullable=False)
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confirmed: Mapped[bool] = mapped_column(Boolean, default=True)
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user_comment: Mapped[str | None] = mapped_column(Text)
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created_at: Mapped[datetime] = mapped_column(DateTime, default=datetime.utcnow)
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gmal_asset: Mapped["GmalAsset"] = relationship()
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class EfficiencyProfile(Base):
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"""Named efficiency profile (Conservative, Moderate, Aggressive, Custom)."""
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__tablename__ = "efficiency_profiles"
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id: Mapped[int] = mapped_column(primary_key=True)
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name: Mapped[str] = mapped_column(String(100), nullable=False, unique=True)
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is_default: Mapped[bool] = mapped_column(Boolean, default=False)
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created_at: Mapped[datetime] = mapped_column(DateTime, default=datetime.utcnow)
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rates: Mapped[list["EfficiencyRate"]] = relationship(back_populates="profile", cascade="all, delete-orphan")
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class EfficiencyRate(Base):
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"""Per-discipline efficiency rate within a profile."""
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__tablename__ = "efficiency_rates"
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id: Mapped[int] = mapped_column(primary_key=True)
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profile_id: Mapped[int] = mapped_column(ForeignKey("efficiency_profiles.id", ondelete="CASCADE"), nullable=False)
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discipline: Mapped[str] = mapped_column(String(100), nullable=False)
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efficiency_pct: Mapped[float] = mapped_column(Numeric(5, 2), nullable=False)
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profile: Mapped["EfficiencyProfile"] = relationship(back_populates="rates")
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class ToolEfficiency(Base):
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"""A BTG tool that provides additional efficiency."""
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__tablename__ = "tool_efficiencies"
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id: Mapped[int] = mapped_column(primary_key=True)
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tool_name: Mapped[str] = mapped_column(String(100), nullable=False, unique=True)
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tool_description: Mapped[str | None] = mapped_column(Text)
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created_at: Mapped[datetime] = mapped_column(DateTime, default=datetime.utcnow)
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rates: Mapped[list["ToolEfficiencyRate"]] = relationship(back_populates="tool", cascade="all, delete-orphan")
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class ToolEfficiencyRate(Base):
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"""Per-discipline efficiency delta for a specific tool."""
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__tablename__ = "tool_efficiency_rates"
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id: Mapped[int] = mapped_column(primary_key=True)
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tool_id: Mapped[int] = mapped_column(ForeignKey("tool_efficiencies.id", ondelete="CASCADE"), nullable=False)
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discipline: Mapped[str] = mapped_column(String(100), nullable=False)
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additional_efficiency_pct: Mapped[float] = mapped_column(Numeric(5, 2), nullable=False)
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tool: Mapped["ToolEfficiency"] = relationship(back_populates="rates")
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