"""Session suggested-fix model — AI-proposed resolution path for a session. A session can have multiple suggested fixes over its lifetime as the AI's understanding evolves. Only one is active at a time (superseded_at IS NULL); emitting a new [SUGGEST_FIX] marker supersedes the prior active one. """ import uuid from datetime import datetime, timezone from typing import Any, TYPE_CHECKING from sqlalchemy import ( Text, DateTime, ForeignKey, String, Integer, CheckConstraint, ) from sqlalchemy.orm import Mapped, mapped_column, relationship from sqlalchemy.dialects.postgresql import UUID, JSONB from app.core.database import Base if TYPE_CHECKING: from app.models.ai_session import AISession from app.models.account import Account from app.models.script_template import ScriptTemplate class SessionSuggestedFix(Base): """One AI-proposed fix for a FlowPilot session.""" __tablename__ = "session_suggested_fixes" __table_args__ = ( CheckConstraint( "confidence_pct BETWEEN 0 AND 100", name="ck_session_suggested_fixes_confidence_pct", ), CheckConstraint( "user_decision IS NULL OR user_decision IN (" "'one_off', 'draft_template', 'build_template', 'dismissed')", name="ck_session_suggested_fixes_user_decision", ), CheckConstraint( "status IN ('proposed', 'applied_success', 'applied_failed', " "'applied_partial', 'dismissed')", name="ck_session_suggested_fixes_status", ), ) id: Mapped[uuid.UUID] = mapped_column( UUID(as_uuid=True), primary_key=True, default=uuid.uuid4 ) session_id: Mapped[uuid.UUID] = mapped_column( UUID(as_uuid=True), ForeignKey("ai_sessions.id", ondelete="CASCADE"), nullable=False, ) account_id: Mapped[uuid.UUID] = mapped_column( UUID(as_uuid=True), ForeignKey("accounts.id"), nullable=False, ) title: Mapped[str] = mapped_column(String(200), nullable=False) description: Mapped[str] = mapped_column(Text, nullable=False) confidence_pct: Mapped[int] = mapped_column(Integer, nullable=False) script_template_id: Mapped[uuid.UUID | None] = mapped_column( UUID(as_uuid=True), ForeignKey("script_templates.id"), nullable=True, ) # Populated only when there's no matching template and the AI has # drafted a session-specific script. ai_drafted_script: Mapped[str | None] = mapped_column(Text, nullable=True) ai_drafted_parameters: Mapped[dict[str, Any] | None] = mapped_column( JSONB, nullable=True ) user_decision: Mapped[str | None] = mapped_column(String(32), nullable=True) # Outcome dimension — did the fix work? Orthogonal to user_decision. status: Mapped[str] = mapped_column( String(20), nullable=False, default="proposed" ) applied_at: Mapped[datetime | None] = mapped_column( DateTime(timezone=True), nullable=True ) verified_at: Mapped[datetime | None] = mapped_column( DateTime(timezone=True), nullable=True ) partial_notes: Mapped[str | None] = mapped_column(Text, nullable=True) failure_reason: Mapped[str | None] = mapped_column(Text, nullable=True) ai_outcome_proposal: Mapped[dict[str, Any] | None] = mapped_column( JSONB, nullable=True ) # Set when a newer suggested fix supersedes this one. superseded_at: Mapped[datetime | None] = mapped_column( DateTime(timezone=True), nullable=True ) created_at: Mapped[datetime] = mapped_column( DateTime(timezone=True), default=lambda: datetime.now(timezone.utc) ) session: Mapped["AISession"] = relationship("AISession", foreign_keys=[session_id]) account: Mapped["Account"] = relationship("Account", foreign_keys=[account_id]) script_template: Mapped["ScriptTemplate | None"] = relationship( "ScriptTemplate", foreign_keys=[script_template_id] )