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models.py
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811 lines (631 loc) · 29.2 KB
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"""
SkyModderAI - SQLAlchemy Models
Professional-grade ORM models for database operations.
"""
from __future__ import annotations
from datetime import datetime, timezone
from typing import Any
from sqlalchemy import (
Boolean,
Column,
DateTime,
Float,
ForeignKey,
Integer,
String,
Text,
UniqueConstraint,
create_engine,
)
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import relationship, sessionmaker
Base = declarative_base()
# =============================================================================
# User Models
# =============================================================================
class User(Base):
"""User account model."""
__tablename__ = "users"
email = Column(String(255), primary_key=True)
tier = Column(String(50), default="free")
customer_id = Column(String(255), nullable=True)
subscription_id = Column(String(255), nullable=True)
email_verified = Column(Boolean, default=False)
password_hash = Column(String(255), nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
last_updated = Column(
DateTime,
default=lambda: datetime.now(timezone.utc),
onupdate=lambda: datetime.now(timezone.utc),
)
# Relationships
sessions = relationship("UserSession", back_populates="user", cascade="all, delete-orphan")
api_keys = relationship("APIKey", back_populates="user", cascade="all, delete-orphan")
saved_lists = relationship("SavedModList", back_populates="user", cascade="all, delete-orphan")
posts = relationship("CommunityPost", back_populates="user", cascade="all, delete-orphan")
replies = relationship("CommunityReply", back_populates="user", cascade="all, delete-orphan")
def to_dict(self) -> dict[str, Any]:
"""Convert to dictionary."""
return {
"email": self.email,
"tier": self.tier,
"email_verified": self.email_verified,
"created_at": self.created_at.isoformat() if self.created_at else None,
}
class UserSession(Base):
"""User session model for device management."""
__tablename__ = "user_sessions"
token = Column(String(255), primary_key=True)
display_id = Column(String(50), unique=True, nullable=False)
user_email = Column(String(255), ForeignKey("users.email"), nullable=False)
user_agent = Column(String(500), nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
last_seen = Column(DateTime, default=lambda: datetime.now(timezone.utc))
expires_at = Column(Integer, nullable=False)
# Relationships
user = relationship("User", back_populates="sessions")
def is_expired(self) -> bool:
"""Check if session is expired."""
from time import time
return int(time()) > self.expires_at
class APIKey(Base):
"""API key model for developer access."""
__tablename__ = "api_keys"
id = Column(Integer, primary_key=True, autoincrement=True)
user_email = Column(String(255), ForeignKey("users.email"), nullable=False)
key_hash = Column(String(255), unique=True, nullable=False)
key_prefix = Column(String(20), nullable=False)
label = Column(String(100), nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
# Relationships
user = relationship("User", back_populates="api_keys")
# =============================================================================
# Content Models
# =============================================================================
class SavedModList(Base):
"""Saved mod list model."""
__tablename__ = "user_saved_lists"
id = Column(Integer, primary_key=True, autoincrement=True)
user_email = Column(String(255), ForeignKey("users.email"), nullable=False)
name = Column(String(100), nullable=False)
game = Column(String(50), nullable=True)
game_version = Column(String(50), nullable=True)
masterlist_version = Column(String(50), nullable=True)
tags = Column(Text, nullable=True)
notes = Column(Text, nullable=True)
preferences_json = Column(Text, nullable=True)
source = Column(String(50), nullable=True)
list_text = Column(Text, nullable=False)
analysis_snapshot = Column(Text, nullable=True)
saved_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(
DateTime,
default=lambda: datetime.now(timezone.utc),
onupdate=lambda: datetime.now(timezone.utc),
)
__table_args__ = (UniqueConstraint("user_email", "name", name="uq_user_list_name"),)
# Relationships
user = relationship("User", back_populates="saved_lists")
class CommunityPost(Base):
"""Community post model."""
__tablename__ = "community_posts"
id = Column(Integer, primary_key=True, autoincrement=True)
user_email = Column(String(255), ForeignKey("users.email"), nullable=False)
content = Column(Text, nullable=False)
tag = Column(String(50), default="general")
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
moderated = Column(Boolean, default=False)
# Relationships
user = relationship("User", back_populates="posts")
replies = relationship("CommunityReply", back_populates="post", cascade="all, delete-orphan")
votes = relationship("CommunityVote", back_populates="post", cascade="all, delete-orphan")
reports = relationship("CommunityReport", back_populates="post", cascade="all, delete-orphan")
@property
def vote_score(self) -> int:
"""Calculate vote score."""
return sum(v.vote for v in self.votes)
class CommunityReply(Base):
"""Community reply model."""
__tablename__ = "community_replies"
id = Column(Integer, primary_key=True, autoincrement=True)
post_id = Column(Integer, ForeignKey("community_posts.id"), nullable=False)
user_email = Column(String(255), ForeignKey("users.email"), nullable=False)
content = Column(Text, nullable=False)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
moderated = Column(Boolean, default=False)
# Relationships
post = relationship("CommunityPost", back_populates="replies")
user = relationship("User", back_populates="replies")
class CommunityVote(Base):
"""Community vote model."""
__tablename__ = "community_votes"
post_id = Column(Integer, ForeignKey("community_posts.id"), primary_key=True)
user_email = Column(String(255), ForeignKey("users.email"), primary_key=True)
vote = Column(Integer, nullable=False)
# Relationships
post = relationship("CommunityPost", back_populates="votes")
class CommunityReport(Base):
"""Community report model."""
__tablename__ = "community_reports"
id = Column(Integer, primary_key=True, autoincrement=True)
post_id = Column(Integer, ForeignKey("community_posts.id"), nullable=True)
reply_id = Column(Integer, nullable=True)
reporter_email = Column(String(255), ForeignKey("users.email"), nullable=True)
reason = Column(Text, nullable=False)
details = Column(Text, nullable=True)
status = Column(String(50), default="open")
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
# Relationships
post = relationship("CommunityPost", back_populates="reports")
# =============================================================================
# OpenCLAW Models
# =============================================================================
class OpenClawGrant(Base):
"""OpenCLAW permission grant model."""
__tablename__ = "openclaw_grants"
id = Column(Integer, primary_key=True, autoincrement=True)
user_email = Column(String(255), ForeignKey("users.email"), nullable=False)
token_hash = Column(String(255), unique=True, nullable=False)
workspace_rel = Column(String(500), nullable=False)
ip_hash = Column(String(100), nullable=True)
acknowledged_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
expires_at = Column(Integer, nullable=False)
def is_expired(self) -> bool:
"""Check if grant is expired."""
from time import time
return int(time()) > self.expires_at
class OpenClawEvent(Base):
"""OpenCLAW event log model."""
__tablename__ = "openclaw_events"
id = Column(Integer, primary_key=True, autoincrement=True)
user_email = Column(String(255), ForeignKey("users.email"), nullable=True)
event_type = Column(String(100), nullable=False)
operation = Column(String(50), nullable=True)
rel_path = Column(String(500), nullable=True)
allowed = Column(Boolean, default=False)
reasons_json = Column(Text, nullable=True)
ip_hash = Column(String(100), nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
class OpenClawPermission(Base):
"""OpenCLAW permission model."""
__tablename__ = "openclaw_permissions"
user_email = Column(String(255), ForeignKey("users.email"), primary_key=True)
scope = Column(String(100), primary_key=True)
granted = Column(Boolean, default=False)
granted_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
class OpenClawPlanRun(Base):
"""OpenCLAW plan run model."""
__tablename__ = "openclaw_plan_runs"
id = Column(Integer, primary_key=True, autoincrement=True)
user_email = Column(String(255), ForeignKey("users.email"), nullable=False)
plan_id = Column(String(100), unique=True, nullable=False)
game = Column(String(50), nullable=False)
objective = Column(Text, nullable=True)
status = Column(String(50), default="proposed")
plan_json = Column(Text, nullable=False)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
executed_at = Column(DateTime, nullable=True)
class OpenClawFeedback(Base):
"""OpenCLAW feedback model."""
__tablename__ = "openclaw_feedback"
id = Column(Integer, primary_key=True, autoincrement=True)
user_email = Column(String(255), ForeignKey("users.email"), nullable=False)
game = Column(String(50), nullable=False)
fps_avg = Column(Integer, nullable=True)
crashes = Column(Integer, default=0)
stutter_events = Column(Integer, default=0)
enjoyment_score = Column(Integer, nullable=True)
notes = Column(Text, nullable=True)
feedback_json = Column(Text, nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
# =============================================================================
# Analytics Models
# =============================================================================
class UserFeedback(Base):
"""User feedback model."""
__tablename__ = "user_feedback"
id = Column(Integer, primary_key=True, autoincrement=True)
user_email = Column(String(255), ForeignKey("users.email"), nullable=True)
type = Column(String(50), nullable=False)
category = Column(String(50), nullable=False)
content = Column(Text, nullable=False)
context_json = Column(Text, nullable=True)
status = Column(String(50), default="open")
priority = Column(Integer, default=0)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
resolved_at = Column(DateTime, nullable=True)
class UserActivity(Base):
"""User activity tracking model."""
__tablename__ = "user_activity"
id = Column(Integer, primary_key=True, autoincrement=True)
user_email = Column(String(255), ForeignKey("users.email"), nullable=True)
event_type = Column(String(100), nullable=False)
event_data = Column(Text, nullable=True)
session_id = Column(String(100), nullable=True)
ip_hash = Column(String(100), nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
class SatisfactionSurvey(Base):
"""User satisfaction survey model."""
__tablename__ = "satisfaction_surveys"
id = Column(Integer, primary_key=True, autoincrement=True)
user_email = Column(String(255), ForeignKey("users.email"), nullable=True)
rating = Column(Integer, nullable=False)
feedback_text = Column(Text, nullable=True)
context_json = Column(Text, nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
class ConflictStat(Base):
"""Conflict statistics model."""
__tablename__ = "conflict_stats"
id = Column(Integer, primary_key=True, autoincrement=True)
game = Column(String(50), nullable=True)
mod_a = Column(String(255), nullable=True)
mod_b = Column(String(255), nullable=True)
conflict_type = Column(String(100), nullable=True)
last_seen = Column(DateTime, default=lambda: datetime.now(timezone.utc))
occurrence_count = Column(Integer, default=1)
__table_args__ = (
UniqueConstraint("game", "mod_a", "mod_b", "conflict_type", name="uq_conflict_stat"),
)
# =============================================================================
# Mod Author Models
# =============================================================================
class ModAuthorClaim(Base):
"""Mod author claim/verification model."""
__tablename__ = "mod_author_claims"
id = Column(Integer, primary_key=True, autoincrement=True)
mod_name = Column(String(255), nullable=False)
nexus_id = Column(Integer, nullable=True)
game = Column(String(50), nullable=False)
author_email = Column(String(255), ForeignKey("users.email"), nullable=False)
author_name = Column(String(255), nullable=False)
verification_status = Column(String(50), default="pending") # pending, verified, rejected
verification_method = Column(String(50), nullable=True) # nexus_api, file_upload, manual
verified_at = Column(DateTime, nullable=True)
verified_by = Column(String(255), nullable=True)
nexus_profile_url = Column(String(500), nullable=True)
mod_page_url = Column(String(500), nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(
DateTime,
default=lambda: datetime.now(timezone.utc),
onupdate=lambda: datetime.now(timezone.utc),
)
__table_args__ = (UniqueConstraint("mod_name", "game", "author_email", name="uq_mod_claim"),)
def to_dict(self) -> dict[str, Any]:
"""Convert to dictionary."""
return {
"id": self.id,
"mod_name": self.mod_name,
"nexus_id": self.nexus_id,
"game": self.game,
"author_email": self.author_email,
"author_name": self.author_name,
"verification_status": self.verification_status,
"verification_method": self.verification_method,
"verified_at": self.verified_at.isoformat() if self.verified_at else None,
"nexus_profile_url": self.nexus_profile_url,
"mod_page_url": self.mod_page_url,
}
class ModAuthorNotification(Base):
"""Notification for mod authors."""
__tablename__ = "mod_author_notifications"
id = Column(Integer, primary_key=True, autoincrement=True)
user_email = Column(String(255), ForeignKey("users.email"), nullable=False)
notification_type = Column(String(50), nullable=False)
title = Column(String(255), nullable=False)
message = Column(Text, nullable=False)
mod_name = Column(String(255), nullable=True)
related_url = Column(String(500), nullable=True)
is_read = Column(Boolean, default=False)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
def to_dict(self) -> dict[str, Any]:
"""Convert to dictionary."""
return {
"id": self.id,
"type": self.notification_type,
"title": self.title,
"message": self.message,
"mod_name": self.mod_name,
"related_url": self.related_url,
"is_read": self.is_read,
"created_at": self.created_at.isoformat() if self.created_at else None,
}
class ModDetail(Base):
"""Aggregated mod detail and compatibility data."""
__tablename__ = "mod_details"
id = Column(Integer, primary_key=True, autoincrement=True)
mod_name = Column(String(255), nullable=False)
game = Column(String(50), nullable=False)
nexus_id = Column(Integer, nullable=True)
author_name = Column(String(255), nullable=True)
mod_page_url = Column(String(500), nullable=True)
description = Column(Text, nullable=True)
mod_version = Column(String(50), nullable=True)
game_versions = Column(Text, nullable=True) # JSON array
requirements = Column(Text, nullable=True) # JSON array
incompatibilities = Column(Text, nullable=True) # JSON array
tags = Column(Text, nullable=True) # JSON array
download_count = Column(Integer, default=0)
endorsement_count = Column(Integer, default=0)
compatibility_score = Column(Float, default=1.0) # 0.0-1.0
total_reports = Column(Integer, default=0)
conflict_count = Column(Integer, default=0)
patch_count = Column(Integer, default=0)
last_updated = Column(DateTime, nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(
DateTime,
default=lambda: datetime.now(timezone.utc),
onupdate=lambda: datetime.now(timezone.utc),
)
__table_args__ = (UniqueConstraint("mod_name", "game", name="uq_mod_detail"),)
def to_dict(self) -> dict[str, Any]:
"""Convert to dictionary."""
import json
return {
"id": self.id,
"mod_name": self.mod_name,
"game": self.game,
"nexus_id": self.nexus_id,
"author_name": self.author_name,
"mod_page_url": self.mod_page_url,
"description": self.description,
"mod_version": self.mod_version,
"game_versions": json.loads(self.game_versions) if self.game_versions else [],
"requirements": json.loads(self.requirements) if self.requirements else [],
"incompatibilities": json.loads(self.incompatibilities)
if self.incompatibilities
else [],
"tags": json.loads(self.tags) if self.tags else [],
"compatibility_score": round(self.compatibility_score, 3)
if self.compatibility_score
else None,
"total_reports": self.total_reports,
"conflict_count": self.conflict_count,
"patch_count": self.patch_count,
"last_updated": self.last_updated.isoformat() if self.last_updated else None,
}
class ModWebhook(Base):
"""Webhook configuration for mod authors."""
__tablename__ = "mod_webhooks"
id = Column(Integer, primary_key=True, autoincrement=True)
user_email = Column(String(255), ForeignKey("users.email"), nullable=False)
mod_name = Column(String(255), nullable=False)
game = Column(String(50), nullable=False)
webhook_url = Column(String(500), nullable=False)
events = Column(Text, nullable=False) # JSON array of event types
is_active = Column(Boolean, default=True)
last_triggered = Column(DateTime, nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
__table_args__ = (UniqueConstraint("user_email", "mod_name", "game", name="uq_mod_webhook"),)
def to_dict(self) -> dict[str, Any]:
"""Convert to dictionary."""
import json
return {
"id": self.id,
"mod_name": self.mod_name,
"game": self.game,
"webhook_url": self.webhook_url,
"events": json.loads(self.events) if self.events else [],
"is_active": self.is_active,
"last_triggered": self.last_triggered.isoformat() if self.last_triggered else None,
}
# =============================================================================
# Reliability & Credibility Models
# =============================================================================
class SourceCredibility(Base):
"""Source credibility tracking for reliability weighting."""
__tablename__ = "source_credibility"
id = Column(Integer, primary_key=True, autoincrement=True)
source_url = Column(String(500), unique=True, nullable=False)
source_type = Column(String(50), nullable=False) # nexus, reddit, forum, github, youtube
# Credibility scores (0.0-1.0)
overall_score = Column(Float, default=0.5)
source_credibility = Column(Float, default=0.5)
content_freshness = Column(Float, default=0.5)
community_validation = Column(Float, default=0.5)
technical_accuracy = Column(Float, default=0.5)
author_reputation = Column(Float, default=0.5)
# Metadata
confidence = Column(Float, default=0.0)
game_version = Column(String(50), nullable=True)
content_type = Column(String(50), nullable=True) # mod, guide, fix, news
# Tracking
last_verified = Column(DateTime, nullable=True)
verification_count = Column(Integer, default=0)
flags = Column(Text, nullable=True) # JSON array of flags
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(
DateTime,
default=lambda: datetime.now(timezone.utc),
onupdate=lambda: datetime.now(timezone.utc),
)
def to_dict(self) -> dict[str, Any]:
"""Convert to dictionary."""
import json
return {
"source_url": self.source_url,
"source_type": self.source_type,
"overall_score": round(self.overall_score, 3) if self.overall_score else None,
"confidence": round(self.confidence, 3) if self.confidence else None,
"dimensions": {
"source_credibility": (
round(self.source_credibility, 3) if self.source_credibility else None
),
"content_freshness": (
round(self.content_freshness, 3) if self.content_freshness else None
),
"community_validation": (
round(self.community_validation, 3) if self.community_validation else None
),
"technical_accuracy": (
round(self.technical_accuracy, 3) if self.technical_accuracy else None
),
"author_reputation": (
round(self.author_reputation, 3) if self.author_reputation else None
),
},
"flags": json.loads(self.flags) if self.flags else [],
"last_verified": self.last_verified.isoformat() if self.last_verified else None,
}
class KnowledgeSource(Base):
"""Indexed knowledge source with version tagging and categorization."""
__tablename__ = "knowledge_sources"
id = Column(Integer, primary_key=True, autoincrement=True)
source_url = Column(String(500), nullable=False)
title = Column(String(500), nullable=False)
content_hash = Column(String(64), nullable=True) # SHA256 of content
# Version tagging (rigorous)
game = Column(String(50), nullable=False) # skyrimse, fallout4, etc.
game_version = Column(String(50), nullable=True) # 1.6.1170, etc.
mod_version = Column(String(50), nullable=True)
# Categorization (AI-discoverable)
category = Column(String(100), nullable=True)
subcategory = Column(String(100), nullable=True)
tags = Column(Text, nullable=True) # JSON array
# Reliability
credibility_id = Column(Integer, ForeignKey("source_credibility.id"), nullable=True)
credibility = relationship("SourceCredibility", backref="knowledge_sources")
# Content summary (shorthand, not full content)
summary = Column(Text, nullable=True)
key_points = Column(Text, nullable=True) # JSON array of key points
# Linking
conflicts_with = Column(Text, nullable=True) # JSON array of mod IDs
requires = Column(Text, nullable=True) # JSON array of requirements
compatible_with = Column(Text, nullable=True) # JSON array
# Deviation tracking
deviation_flags = Column(Text, nullable=True) # JSON array
is_standard_approach = Column(Boolean, default=True)
# Status
status = Column(String(50), default="active") # active, trash, archived
trash_reason = Column(String(200), nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(
DateTime,
default=lambda: datetime.now(timezone.utc),
onupdate=lambda: datetime.now(timezone.utc),
)
last_accessed = Column(DateTime, nullable=True)
__table_args__ = (UniqueConstraint("source_url", "game", name="uq_knowledge_source"),)
def to_dict(self) -> dict[str, Any]:
"""Convert to dictionary."""
import json
return {
"id": self.id,
"source_url": self.source_url,
"title": self.title,
"game": self.game,
"game_version": self.game_version,
"category": self.category,
"subcategory": self.subcategory,
"tags": json.loads(self.tags) if self.tags else [],
"summary": self.summary,
"key_points": json.loads(self.key_points) if self.key_points else [],
"credibility": self.credibility.to_dict() if self.credibility else None,
"deviation_flags": json.loads(self.deviation_flags) if self.deviation_flags else [],
"is_standard_approach": self.is_standard_approach,
"status": self.status,
}
class TrashBinItem(Base):
"""Quarantined items pending review/deletion."""
__tablename__ = "trash_bin"
id = Column(Integer, primary_key=True, autoincrement=True)
item_type = Column(String(50), nullable=False) # knowledge_source, conflict, category
item_id = Column(Integer, nullable=True)
original_data = Column(Text, nullable=False) # JSON of original data
# Reason for trashing
reason = Column(String(200), nullable=False)
auto_classified = Column(Boolean, default=False)
# Actions taken
action_taken = Column(String(50), default="quarantine") # quarantine, compacted, re-routed
action_data = Column(Text, nullable=True) # JSON of action result
# Review
reviewed = Column(Boolean, default=False)
reviewed_at = Column(DateTime, nullable=True)
reviewed_by = Column(String(255), nullable=True) # user email or "system"
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
expires_at = Column(DateTime, nullable=True) # Auto-delete after this date
def to_dict(self) -> dict[str, Any]:
"""Convert to dictionary."""
return {
"id": self.id,
"item_type": self.item_type,
"item_id": self.item_id,
"reason": self.reason,
"auto_classified": self.auto_classified,
"action_taken": self.action_taken,
"reviewed": self.reviewed,
"created_at": self.created_at.isoformat() if self.created_at else None,
"expires_at": self.expires_at.isoformat() if self.expires_at else None,
}
# =============================================================================
# Business & Shopping Models
# =============================================================================
class Product(Base):
"""Product model for shopping marketplace."""
__tablename__ = "products"
id = Column(Integer, primary_key=True, autoincrement=True)
business_id = Column(String(255), nullable=False) # Links to businesses.id
name = Column(String(255), nullable=False)
description = Column(Text, nullable=True)
price = Column(Float, nullable=False)
image_url = Column(String(500), nullable=True)
category = Column(
String(100), nullable=False, default="general"
) # Hardware, Mods, Apparel, etc.
stock = Column(Integer, default=0)
is_active = Column(Boolean, default=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(
DateTime,
default=lambda: datetime.now(timezone.utc),
onupdate=lambda: datetime.now(timezone.utc),
)
def to_dict(self) -> dict[str, Any]:
"""Convert to dictionary."""
return {
"id": self.id,
"business_id": self.business_id,
"name": self.name,
"description": self.description,
"price": self.price,
"image_url": self.image_url,
"category": self.category,
"stock": self.stock,
"is_active": self.is_active,
"created_at": self.created_at.isoformat() if self.created_at else None,
}
# =============================================================================
# Database Engine
# =============================================================================
def create_database_engine(database_url: str) -> Any:
"""
Create database engine.
Args:
database_url: Database connection URL
Returns:
SQLAlchemy engine
"""
return create_engine(
database_url,
echo=False,
pool_pre_ping=True,
pool_recycle=3600,
)
def create_session_factory(engine: Any) -> Any:
"""
Create session factory.
Args:
engine: Database engine
Returns:
Session factory
"""
return sessionmaker(bind=engine)
def init_db(database_url: str) -> None:
"""
Initialize database schema.
Args:
database_url: Database connection URL
"""
engine = create_database_engine(database_url)
Base.metadata.create_all(engine)