Files
leocrm/app/plugins/builtins/ai_proactive/models.py
T
Agent Zero abbe7a18fc fix(audit): P0-P3 audit fixes — 838 ruff errors → 0, 30 F821 bugs fixed, 118 files changed
- P0: hooks.py 3-tuple fix, trigger_dispatcher Contract, contacts/plugin unregister_actions_by_owner
- P0: 5 test files — check_permission mocks removed, hardcoded DB credential → env var
- P1: attachment_service DmsFile via Contract helper, restore_registry/history_hooks dedup
- P1: mail/plugin restore unregister, mcp_client datetime.now(UTC), saved_views/filters patterns
- P1: ProtectedRoute fail-closed, 13 test assertion fixes (bcrypt, DB-URLs, SECRET_KEYs)
- P2: deprecated notifications → post_system_message (3 files), forgejo Base, report_generator lazy import
- P2: webhooks permissions, deps.py/roles.py plugin perms removed, import_export default
- P2: address/tags/entity_links patterns removed, worker.py Contract-Umgehungen fixed
- P2: 28 frontend TODOs (hardcoded constants, deprecated notification API)
- P3: dead code, duplicates, deprecated imports, private attr, __import__ inline
- P3: 8 frontend TODOs (LucideIcons, inline styles, XSS, i18n)
- ruff: 838 → 0 (612 auto-fix + 246 manual + 27 F821 regression fix)
- F821: 30 → 0 (AutomationDefinition, DmsFile, user_id, Path, Any, String)
- Contract-Umgehungen: 2 neue gefunden (worker.py:169, worker.py:280) und gefixt
2026-08-16 01:17:18 +02:00

118 lines
4.4 KiB
Python

"""SQLAlchemy models for the AI Proactive plugin."""
from __future__ import annotations
import uuid
from datetime import datetime
from typing import Any
from sqlalchemy import (
Boolean,
DateTime,
Float,
ForeignKey,
Index,
Integer,
String,
Text,
)
from sqlalchemy.dialects.postgresql import JSONB
from sqlalchemy.dialects.postgresql import UUID as PGUUID
from sqlalchemy.orm import Mapped, mapped_column
from app.core.db import Base, TenantMixin
from app.models.owned_mixin import OwnedMixin
class ProactiveSuggestion(Base, TenantMixin, OwnedMixin):
"""A proactive AI suggestion generated from user context."""
__tablename__ = "ai_proactive_suggestions"
__table_args__ = (
Index(
"ix_suggestions_user",
"tenant_id",
"user_id",
"is_dismissed",
"created_at",
),
Index("ix_suggestions_entity", "tenant_id", "entity_type", "entity_id"),
)
id: Mapped[uuid.UUID] = mapped_column(
PGUUID(as_uuid=True), primary_key=True, default=uuid.uuid4
)
user_id: Mapped[uuid.UUID] = mapped_column(
PGUUID(as_uuid=True), ForeignKey("users.id", ondelete="CASCADE"), nullable=False
)
entity_type: Mapped[str] = mapped_column(String(50), nullable=False)
entity_id: Mapped[uuid.UUID | None] = mapped_column(PGUUID(as_uuid=True), nullable=True)
suggestion_type: Mapped[str] = mapped_column(
String(50), nullable=False, default="info"
)
title: Mapped[str] = mapped_column(String(200), nullable=False)
content: Mapped[str] = mapped_column(Text, nullable=False)
confidence: Mapped[float] = mapped_column(Float, nullable=False, default=0.5)
actions: Mapped[list[Any]] = mapped_column(JSONB, nullable=False, default=list)
is_dismissed: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
is_acted_upon: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
context_snapshot: Mapped[dict[str, Any]] = mapped_column(
JSONB, nullable=False, default=dict
)
expires_at: Mapped[datetime | None] = mapped_column(
DateTime(timezone=True), nullable=True
)
class ContextLog(Base, TenantMixin):
"""Log of user context changes (page views, entity selections)."""
__tablename__ = "ai_proactive_context_log"
__table_args__ = (
Index("ix_context_log_user_time", "tenant_id", "user_id", "created_at"),
)
id: Mapped[uuid.UUID] = mapped_column(
PGUUID(as_uuid=True), primary_key=True, default=uuid.uuid4
)
user_id: Mapped[uuid.UUID] = mapped_column(
PGUUID(as_uuid=True), ForeignKey("users.id", ondelete="CASCADE"), nullable=False
)
page: Mapped[str] = mapped_column(String(200), nullable=False)
entity_type: Mapped[str | None] = mapped_column(String(50), nullable=True)
entity_id: Mapped[uuid.UUID | None] = mapped_column(PGUUID(as_uuid=True), nullable=True)
entity_data: Mapped[dict[str, Any]] = mapped_column(
JSONB, nullable=False, default=dict
)
class ProactiveSettings(Base, TenantMixin):
"""Per-user settings for proactive AI."""
__tablename__ = "ai_proactive_settings"
__table_args__ = (
Index("ix_proactive_settings_user", "tenant_id", "user_id"),
)
id: Mapped[uuid.UUID] = mapped_column(
PGUUID(as_uuid=True), primary_key=True, default=uuid.uuid4
)
user_id: Mapped[uuid.UUID] = mapped_column(
PGUUID(as_uuid=True), ForeignKey("users.id", ondelete="CASCADE"), nullable=False
)
enabled: Mapped[bool] = mapped_column(Boolean, nullable=False, default=True)
suggestion_categories: Mapped[list[Any]] = mapped_column(
JSONB, nullable=False, default=lambda: ["mail", "tasks", "contacts", "companies", "insights"]
)
confidence_threshold: Mapped[float] = mapped_column(
Float, nullable=False, default=0.5
)
rate_limit_seconds: Mapped[int] = mapped_column(
Integer, nullable=False, default=10
)
model: Mapped[str] = mapped_column(String(100), nullable=False, default="ollama/deepseek-v4-flash")
# Heartbeat configuration
heartbeat_enabled: Mapped[bool] = mapped_column(Boolean, nullable=False, default=True)
heartbeat_interval_seconds: Mapped[int] = mapped_column(Integer, nullable=False, default=300)
heartbeat_target_room: Mapped[str] = mapped_column(String(200), nullable=False, default="Live KI")