import json from typing import Any, Final, override from pgvector.sqlalchemy import Vector from sqlalchemy import ( Boolean, Column, DateTime, Enum, ForeignKey, Integer, MetaData, Numeric, String, Table, TypeDecorator, UniqueConstraint, text, ) from sqlalchemy.dialects.postgresql import JSONB, UUID from sqlalchemy.orm import registry from template_project.application.access_token.entity import AccessToken from template_project.application.auth_identity.entity import AuthIdentity, AuthMethod from template_project.application.common.enums import EducationGrade from template_project.application.notification_device.entity import NotificationDevice from template_project.application.resume.entity import ( Resume, ResumeEducation, ResumeEmbedding, ResumeExperience, ResumePrediction, ResumeProject, ) from template_project.application.user.entity import User from template_project.application.user.profile.entity import Profile from template_project.application.vacancy.entity import Vacancy, VacancyEmbedding meta_data: Final = MetaData() mapper_registry: Final = registry() class StringArrayType(TypeDecorator[list[str]]): impl: Any = JSONB cache_ok: bool | None = True @override def process_bind_param(self, value: Any, dialect: Any) -> Any: if value is None: return [] if isinstance(value, list): return value return [] @override def process_result_value(self, value: Any, dialect: Any) -> list[str]: if value is None: return [] if isinstance(value, list): return [str(item) for item in value] if isinstance(value, str): try: parsed = json.loads(value) if isinstance(parsed, list): return [str(item) for item in parsed] except (json.JSONDecodeError, TypeError): pass if isinstance(value, dict): return [] return [] class ExperienceTypeType(TypeDecorator[ExperienceType]): impl: Any = String cache_ok: bool | None = True @override def process_bind_param(self, value: Any, dialect: Any) -> Any: if value is None: return None if isinstance(value, ExperienceType): return value.value if isinstance(value, str): return value return None @override def process_result_value(self, value: Any, dialect: Any) -> ExperienceType: if value is None: raise ValueError("experience_type cannot be None") if isinstance(value, ExperienceType): return value if isinstance(value, str): try: return ExperienceType(value) except ValueError: raise ValueError(f"Invalid experience_type value: {value}") raise ValueError(f"Cannot convert {type(value)} to ExperienceType") user_table: Final = Table( "users", meta_data, Column("id", UUID, primary_key=True), Column("deleted_at", DateTime(timezone=True)), Column("created_at", DateTime(timezone=True), nullable=False), ) access_token_table: Final = Table( "access_token", meta_data, Column("id", UUID, primary_key=True), Column("user_id", UUID, ForeignKey("users.id", ondelete="CASCADE"), nullable=False), Column("revoked", Boolean, nullable=False), Column("expires_in", DateTime(timezone=True), nullable=False), Column("deleted_at", DateTime(timezone=True)), Column("created_at", DateTime(timezone=True), nullable=False), ) auth_identity_table: Final = Table( "auth_identities", meta_data, Column("id", UUID, primary_key=True), Column("user_id", UUID, ForeignKey("users.id", ondelete="CASCADE"), nullable=False), Column("method", Enum(AuthMethod, name="auth_method"), nullable=False), Column("identifier", String, nullable=False), Column("secret_key", String, nullable=True), Column("created_at", DateTime(timezone=True), nullable=False), UniqueConstraint("method", "identifier", name="uq_auth_method_identifier"), ) profile_table: Final = Table( "profiles", meta_data, Column("id", UUID, primary_key=True), Column("user_id", UUID, ForeignKey("users.id", ondelete="CASCADE"), nullable=False, unique=True), Column("email", String, nullable=True), Column("display_name", String, nullable=True), Column("first_name", String, nullable=True), Column("last_name", String, nullable=True), Column("avatar_url", String, nullable=True), Column("phone", String, nullable=True), Column("deleted_at", DateTime(timezone=True)), Column("created_at", DateTime(timezone=True), nullable=False), ) notification_device_table: Final = Table( "notification_devices", meta_data, Column("id", UUID, primary_key=True), Column("user_id", UUID, ForeignKey("users.id", ondelete="CASCADE"), nullable=False), Column("device_id", String, nullable=False), Column("deleted_at", DateTime(timezone=True)), Column("created_at", DateTime(timezone=True), nullable=False), UniqueConstraint("user_id", "device_id", name="uq_user_device"), ) resume_table: Final = Table( "resume", meta_data, Column("id", UUID, primary_key=True), Column("deleted_at", DateTime(timezone=True)), Column("created_at", DateTime(timezone=True), nullable=False), Column("user_id", UUID, ForeignKey("users.id", ondelete="CASCADE"), nullable=False), Column("position", String, nullable=False), Column("location", String, nullable=False), Column("about_me", String, nullable=False), Column("key_skills", StringArrayType(), nullable=False, server_default=text("'[]'::jsonb")), Column("experience_type", ExperienceTypeType(), nullable=False), Column("down_resume_id", UUID, ForeignKey("resume.id", ondelete="CASCADE"), nullable=True, default=None), Column("up_resume_id", UUID, ForeignKey("resume.id", ondelete="CASCADE"), nullable=True, default=None), ) resume_embedding_table: Final = Table( "resume_embedding", meta_data, Column("id", UUID, primary_key=True), Column("deleted_at", DateTime(timezone=True)), Column("created_at", DateTime(timezone=True), nullable=False), Column("resume_id", UUID, ForeignKey("resume.id", ondelete="CASCADE"), nullable=False), Column("vector", Vector, nullable=False), ) resume_prediction_table: Final = Table( "resume_prediction", meta_data, Column("id", UUID, primary_key=True), Column("deleted_at", DateTime(timezone=True)), Column("created_at", DateTime(timezone=True), nullable=False), Column("resume_id", UUID, ForeignKey("resume.id", ondelete="CASCADE"), nullable=False), Column("from_salary", Numeric, nullable=False), Column("to_salary", Numeric, nullable=False), Column("recommended_skills", StringArrayType(), nullable=False, server_default=text("'[]'::jsonb")), ) key_skills_table: Final = Table( "key_skills", meta_data, Column("id", Integer, autoincrement=True, primary_key=True), Column("name", String, nullable=False, unique=True), ) resume_experience_table: Final = Table( "resume_experience", meta_data, Column("id", UUID, primary_key=True), Column("deleted_at", DateTime(timezone=True)), Column("created_at", DateTime(timezone=True), nullable=False), Column("resume_id", UUID, ForeignKey("resume.id", ondelete="CASCADE"), nullable=False), Column("place", String, nullable=False), Column("description", String, nullable=False), Column("months_duration", Integer, nullable=False), ) resume_education_table: Final = Table( "resume_education", meta_data, Column("id", UUID, primary_key=True), Column("deleted_at", DateTime(timezone=True)), Column("created_at", DateTime(timezone=True), nullable=False), Column("resume_id", UUID, ForeignKey("resume.id", ondelete="CASCADE"), nullable=False), Column("place", String, nullable=False), Column("grade", Enum(EducationGrade, name="education_grade"), nullable=False), Column("specialization", String, nullable=False), Column("description", String, nullable=True), ) resume_project_table: Final = Table( "resume_project", meta_data, Column("id", UUID, primary_key=True), Column("deleted_at", DateTime(timezone=True)), Column("created_at", DateTime(timezone=True), nullable=False), Column("resume_id", UUID, ForeignKey("resume.id", ondelete="CASCADE"), nullable=False), Column("name", String, nullable=False), Column("description", String, nullable=False), ) vacancy_table: Final = Table( "vacancy", meta_data, Column("id", UUID, primary_key=True), Column("deleted_at", DateTime(timezone=True)), Column("created_at", DateTime(timezone=True), nullable=False), Column("position", String, nullable=False), Column("from_salary", Numeric, nullable=False), Column("to_salary", Numeric, nullable=False), Column("experience_type", String, nullable=False), Column("description", String, nullable=False), Column("key_skills", StringArrayType(), nullable=False, server_default=text("'[]'::jsonb")), ) vacancy_embedding_table: Final = Table( "vacancy_embedding", meta_data, Column("id", UUID, primary_key=True), Column("deleted_at", DateTime(timezone=True)), Column("created_at", DateTime(timezone=True), nullable=False), Column("vacancy_id", UUID, ForeignKey("vacancy.id", ondelete="CASCADE"), nullable=False), Column("vector", Vector, nullable=False), ) mapper_registry.map_imperatively(User, user_table) mapper_registry.map_imperatively(AccessToken, access_token_table) mapper_registry.map_imperatively(AuthIdentity, auth_identity_table) mapper_registry.map_imperatively(Profile, profile_table) mapper_registry.map_imperatively(NotificationDevice, notification_device_table) mapper_registry.map_imperatively( Resume, resume_table, properties={ "key_skills": resume_table.c.key_skills, "experience_type": resume_table.c.experience_type, }, ) mapper_registry.map_imperatively(ResumeEmbedding, resume_embedding_table) mapper_registry.map_imperatively( ResumePrediction, resume_prediction_table, properties={ "recommended_skills": resume_prediction_table.c.recommended_skills, }, ) mapper_registry.map_imperatively(ResumeExperience, resume_experience_table) mapper_registry.map_imperatively(ResumeEducation, resume_education_table) mapper_registry.map_imperatively(ResumeProject, resume_project_table) mapper_registry.map_imperatively( Vacancy, vacancy_table, properties={ "key_skills": vacancy_table.c.key_skills, }, ) mapper_registry.map_imperatively(VacancyEmbedding, vacancy_embedding_table)